From 82e0211ae68d07ced3997538e2b59825e20f15c3 Mon Sep 17 00:00:00 2001
From: jammyfu <1559847+jammyfu@users.noreply.github.com>
Date: Sat, 31 Oct 2026 02:16:50 +0800
Subject: [PATCH 1/4] feat(hooks): ad-grade slogans (70 zh-Hans slogans +
five-language versions), eight writing rules in HOOK_RULE, old hooks kept as
hook_prev
---
README.ja.md | 514 +++++-----
README.ko.md | 512 ++++-----
README.md | 508 ++++-----
README.zh-Hans.md | 514 +++++-----
README.zh-Hant.md | 514 +++++-----
data/projects.json | 490 +++++++++
data/translation_library.json | 413 ++++++++
docs/DETAILS.ja.md | 210 ++--
docs/DETAILS.ko.md | 206 ++--
docs/DETAILS.md | 200 ++--
docs/DETAILS.zh-Hans.md | 210 ++--
docs/DETAILS.zh-Hant.md | 210 ++--
docs/I18N_PIPELINE.md | 2 +
docs/project-governance/CHANGELOG.md | 5 +
tests/fixtures/previous_hooks_baseline.json | 1028 +++++++++++++++++++
tests/fixtures/slogans_zh.md | 85 ++
tests/test_hooks.py | 81 +-
tests/test_i18n_remaining.py | 2 +-
tools/hooks.py | 36 +-
tools/i18n_pipeline.py | 6 +-
tools/newcomer_i18n.py | 3 +
21 files changed, 3935 insertions(+), 1814 deletions(-)
create mode 100644 tests/fixtures/previous_hooks_baseline.json
create mode 100644 tests/fixtures/slogans_zh.md
diff --git a/README.ja.md b/README.ja.md
index 116da84..1dfe402 100644
--- a/README.ja.md
+++ b/README.ja.md
@@ -50,61 +50,61 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 作成日（UTC） | 総スター数 | スター/日 | スター推移 |
|---|---|---|---:|---:|---|
-| 1 | [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner)
中国メーカー製 Android の広告と通知をオフ | 2026-10-24
6.1 日 | 4,892 | 798.4 | 
|
-| 2 | [wangzan101/Mika](https://github.com/wangzan101/Mika)
スマホで代わりに動いてくれる専属 AI | 2026-10-29
1.0 日 | 284 | 284.0 | 
|
-| 3 | [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research)
旧ソ連圏の家系調査を AI が支援 | 2026-10-25
4.9 日 | 1,280 | 259.1 | 
|
-| 4 | [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go)
DeepSeek Harness をポケットに | 2026-10-25
5.0 日 | 1,187 | 236.4 | 
|
-| 5 | [qybaihe/bla](https://github.com/qybaihe/bla)
AI によるリバースエンジニアリングからコードを守る | 2026-10-25
5.1 日 | 1,072 | 208.8 | 
|
-| 6 | [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge)
1 つのペルソナを複数のコーディングエージェントで | 2026-10-25
5.1 日 | 895 | 175.3 | 
|
-| 7 | [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android)
ROOT なしで Android に DeepSeek Harness | 2026-10-27
2.5 日 | 376 | 147.4 | 
|
-| 8 | [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan)
コードベースの全体像を 1 枚の地図に | 2026-10-27
2.9 日 | 410 | 143.4 | 
|
-| 9 | [patch-gg/anymove](https://github.com/patch-gg/anymove)
AI 動画 1 本でどんな生き物もモーキャプ | 2026-10-27
3.0 日 | 431 | 142.4 | 
|
-| 10 | [daveebbelaar/bama](https://github.com/daveebbelaar/bama)
エージェントスキルで好きな Mac アプリを作る | 2026-10-24
6.0 日 | 838 | 139.8 | 
|
+| 1 | [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner)
中国メーカー製 Android の広告をオフ、元に戻せる | 2026-10-24
6.1 日 | 4,892 | 798.4 | |
+| 2 | [wangzan101/Mika](https://github.com/wangzan101/Mika)
スマホの AI アシスタントが、アプリ操作を代行 | 2026-10-29
1.0 日 | 284 | 284.0 | |
+| 3 | [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research)
旧ソ連圏の家系調べ、資料探しは AI に | 2026-10-25
4.9 日 | 1,280 | 259.1 | |
+| 4 | [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go)
DeepSeek Harness をスマホで動かし、PC も遠隔操作 | 2026-10-25
5.0 日 | 1,187 | 236.4 | |
+| 5 | [qybaihe/bla](https://github.com/qybaihe/bla)
AI にリバースエンジニアリングされないよう守る | 2026-10-25
5.1 日 | 1,072 | 208.8 | |
+| 6 | [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge)
ペルソナ 1 つを、全コーディングエージェントで | 2026-10-25
5.1 日 | 895 | 175.3 | |
+| 7 | [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android)
ROOT なしで、スマホで DeepSeek Harness を動かす | 2026-10-27
2.5 日 | 376 | 147.4 | |
+| 8 | [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan)
アプリの組み立てが、この地図で見える | 2026-10-27
2.9 日 | 410 | 143.4 | |
+| 9 | [patch-gg/anymove](https://github.com/patch-gg/anymove)
AI 動画 1 本で、どんな生き物もモーキャプ | 2026-10-27
3.0 日 | 431 | 142.4 | |
+| 10 | [daveebbelaar/bama](https://github.com/daveebbelaar/bama)
Mac アプリ作りを、エージェントスキルが手伝う | 2026-10-24
6.0 日 | 838 | 139.8 | |
### 今週もっとも伸びた（直近 7 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
AI がどんなソフトも解析・再現してくれる
`AI` | +41,593 | 5,941.9 | 409,565 | 
|
-| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
2 つの AI がコードの脆弱性を相互チェック
`AI` | +13,079 | 1,868.4 | 53,235 | 
|
-| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek 公式のプラグイン式エージェント基盤
`AI` | +7,979 | 1,139.9 | 266,274 | 
|
-| 4 | [stablyai/orca](https://github.com/stablyai/orca)
複数の AI コーディングエージェントを並べて比較
`AI` | +7,519 | 1,074.1 | 110,515 | 
|
-| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI のコードの水増しを防ぐ
`AI` | +6,688 | 955.4 | 180,485 | 
|
-| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
コーディングエージェントの性能チューニング集
`AI` | +6,553 | 936.1 | 292,932 | 
|
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
どのエージェントでも好きなモデルを使える
`AI` | +6,041 | 863.0 | 25,810 | 
|
-| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
コードベースを 1 枚の地図にする
`AI` | +5,783 | 826.1 | 138,983 | 
|
-| 9 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
Web ページを書く感覚で動画を作る
`AI` | +5,541 | 791.6 | 75,673 | 
|
-| 10 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
AI エージェントにネット全体を見せる
`AI` | +5,483 | 783.3 | 106,509 | 
|
+| 1 | [morluto/rea](https://github.com/morluto/rea)
読めないプログラムは、AI に説明させよう
`AI` | +41,593 | 5,941.9 | 409,565 | |
+| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI が書いたコードを、別の AI が突っ込む
`AI` | +13,079 | 1,868.4 | 53,235 | |
+| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
欲しいエージェントは、プラグインで自分で組む
`AI` | +7,979 | 1,139.9 | 266,274 | |
+| 4 | [stablyai/orca](https://github.com/stablyai/orca)
複数の AI に書かせて、どれが良いか一目で
`AI` | +7,519 | 1,074.1 | 110,515 | |
+| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI の無駄なコードを減らし、必要な所は正しく
`AI` | +6,688 | 955.4 | 180,485 | |
+| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
コーディング AI に記憶・スキル・安全チェックを
`AI` | +6,553 | 936.1 | 292,932 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
コーディング AI のモデルを替え、枠切れでも続行
`AI` | +6,041 | 863.0 | 25,810 | |
+| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
大きすぎて読めない時は、まずこの地図から
`AI` | +5,783 | 826.1 | 138,983 | |
+| 9 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
編集できなくても、Web ページ感覚で動画に
`AI` | +5,541 | 791.6 | 75,673 | |
+| 10 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
Twitter・YouTube・小紅書を AI が代わりに検索
`AI` | +5,483 | 783.3 | 106,509 | |
### 今月もっとも伸びた（直近 30 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
AI がどんなソフトも解析・再現してくれる
`AI` | +408,693 | 13,623.1 | 409,565 | |
-| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI のコードの水増しを防ぐ
`AI` | +33,133 | 1,104.4 | 180,485 | |
-| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
2 つの AI がコードの脆弱性を相互チェック
`AI` | +30,082 | 1,002.7 | 53,235 | |
-| 4 | [stablyai/orca](https://github.com/stablyai/orca)
複数の AI コーディングエージェントを並べて比較
`AI` | +29,219 | 974.0 | 110,515 | |
-| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek 公式のプラグイン式エージェント基盤
`AI` | +27,143 | 904.8 | 266,274 | |
-| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
コーディングエージェントの性能チューニング集
`AI` | +24,768 | 825.6 | 292,932 | |
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
どのエージェントでも好きなモデルを使える
`AI` | +22,600 | 753.3 | 25,810 | |
-| 8 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
Web ページを書く感覚で動画を作る
`AI` | +21,640 | 721.3 | 75,673 | |
-| 9 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
AI エージェントにネット全体を見せる
`AI` | +20,788 | 692.9 | 106,509 | |
-| 10 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
コードベースを 1 枚の地図にする
`AI` | +17,170 | 572.3 | 138,983 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
読めないプログラムは、AI に説明させよう
`AI` | +408,693 | 13,623.1 | 409,565 | |
+| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI の無駄なコードを減らし、必要な所は正しく
`AI` | +33,133 | 1,104.4 | 180,485 | |
+| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI が書いたコードを、別の AI が突っ込む
`AI` | +30,082 | 1,002.7 | 53,235 | |
+| 4 | [stablyai/orca](https://github.com/stablyai/orca)
複数の AI に書かせて、どれが良いか一目で
`AI` | +29,219 | 974.0 | 110,515 | |
+| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
欲しいエージェントは、プラグインで自分で組む
`AI` | +27,143 | 904.8 | 266,274 | |
+| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
コーディング AI に記憶・スキル・安全チェックを
`AI` | +24,768 | 825.6 | 292,932 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
コーディング AI のモデルを替え、枠切れでも続行
`AI` | +22,600 | 753.3 | 25,810 | |
+| 8 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
編集できなくても、Web ページ感覚で動画に
`AI` | +21,640 | 721.3 | 75,673 | |
+| 9 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
Twitter・YouTube・小紅書を AI が代わりに検索
`AI` | +20,788 | 692.9 | 106,509 | |
+| 10 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
大きすぎて読めない時は、まずこの地図から
`AI` | +17,170 | 572.3 | 138,983 | |
### 今年もっとも伸びた（直近 365 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek 公式のプラグイン式エージェント基盤
`AI` | +266,171 | 3,412.4 †
÷78日 | 266,274 | |
-| 2 | [morluto/rea](https://github.com/morluto/rea)
AI がどんなソフトも解析・再現してくれる
`AI` | +409,095 | 2,055.8 †
÷199日 | 409,565 | |
-| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI のコードの水増しを防ぐ
`AI` | +180,405 | 1,288.6 †
÷140日 | 180,485 | |
-| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
仕事を片付ける AI。データは手元から出ない
`AI` | +393,398 | 1,157.1 †
÷340日 | 393,413 | 
|
-| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
コーディングエージェントの性能チューニング集
`AI` | +292,884 | 1,027.7 †
÷285日 | 292,932 | |
-| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
自分で改善していく AI エージェント
`AI` | +258,600 | 708.5 | 258,636 | 
|
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
どのエージェントでも好きなモデルを使える
`AI` | +25,719 | 695.1 †
÷37日 | 25,810 | |
-| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
コードベースを 1 枚の地図にする
`AI` | +138,922 | 661.5 †
÷210日 | 138,983 | |
-| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
ターミナルで使える無料の AI コーディング
`AI` | +194,805 | 533.7 | 223,154 | 
|
-| 10 | [stablyai/orca](https://github.com/stablyai/orca)
複数の AI コーディングエージェントを並べて比較
`AI` | +110,415 | 486.4 †
÷227日 | 110,515 | |
+| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
欲しいエージェントは、プラグインで自分で組む
`AI` | +266,171 | 3,412.4 †
÷78日 | 266,274 | |
+| 2 | [morluto/rea](https://github.com/morluto/rea)
読めないプログラムは、AI に説明させよう
`AI` | +409,095 | 2,055.8 †
÷199日 | 409,565 | |
+| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI の無駄なコードを減らし、必要な所は正しく
`AI` | +180,405 | 1,288.6 †
÷140日 | 180,485 | |
+| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
仕事を終わらせる AI。データは自分の PC に残る
`AI` | +393,398 | 1,157.1 †
÷340日 | 393,413 | |
+| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
コーディング AI に記憶・スキル・安全チェックを
`AI` | +292,884 | 1,027.7 †
÷285日 | 292,932 | |
+| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
使うほど仕事が上手くなる AI アシスタント
`AI` | +258,600 | 708.5 | 258,636 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
コーディング AI のモデルを替え、枠切れでも続行
`AI` | +25,719 | 695.1 †
÷37日 | 25,810 | |
+| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
大きすぎて読めない時は、まずこの地図から
`AI` | +138,922 | 661.5 †
÷210日 | 138,983 | |
+| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
ブラウザなしで、ターミナルの AI がコードを書く
`AI` | +194,805 | 533.7 | 223,154 | |
+| 10 | [stablyai/orca](https://github.com/stablyai/orca)
複数の AI に書かせて、どれが良いか一目で
`AI` | +110,415 | 486.4 †
÷227日 | 110,515 | |
† リポジトリの作成が集計期間より新しいため、スター/日は期間全体ではなくリポジトリの経過日数（数値の下に表示）で割っています。
@@ -112,16 +112,16 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 総スター数 | スター推移 |
|---|---|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
AI がどんなソフトも解析・再現してくれる
`AI` | 409,565 | |
-| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
仕事を片付ける AI。データは手元から出ない
`AI` | 393,413 | |
-| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
コーディングエージェントの性能チューニング集
`AI` | 292,932 | |
-| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek 公式のプラグイン式エージェント基盤
`AI` | 266,274 | |
-| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
自分で改善していく AI エージェント
`AI` | 258,636 | |
-| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
ターミナルで使える無料の AI コーディング
`AI` | 223,154 | |
-| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Anthropic 公開のエージェントスキル集
`AI` | 184,884 | 
|
-| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI のコードの水増しを防ぐ
`AI` | 180,485 | |
-| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
AI コーディングツールの API をワンクリック切替
`AI` | 150,238 | 
|
-| 10 | [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill)
AI が作る UI をプロ品質に
`AI` | 142,715 | 
|
+| 1 | [morluto/rea](https://github.com/morluto/rea)
読めないプログラムは、AI に説明させよう
`AI` | 409,565 | |
+| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
仕事を終わらせる AI。データは自分の PC に残る
`AI` | 393,413 | |
+| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
コーディング AI に記憶・スキル・安全チェックを
`AI` | 292,932 | |
+| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
欲しいエージェントは、プラグインで自分で組む
`AI` | 266,274 | |
+| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
使うほど仕事が上手くなる AI アシスタント
`AI` | 258,636 | |
+| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
ブラウザなしで、ターミナルの AI がコードを書く
`AI` | 223,154 | |
+| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Claude スキルの書き方は、公式の例で学ぶ
`AI` | 184,884 | |
+| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI の無駄なコードを減らし、必要な所は正しく
`AI` | 180,485 | |
+| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
設定ファイルを触らず、ワンクリックで切替
`AI` | 150,238 | |
+| 10 | [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill)
AI が作る画面を、プロのデザインらしく
`AI` | 142,715 | |
## 開発者ツール
@@ -131,11 +131,11 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 作成日（UTC） | 総スター数 | スター/日 | スター推移 |
|---|---|---|---:|---:|---|
-| 1 | [heydeer/pngdeer](https://github.com/heydeer/pngdeer)
画質そのまま、PNG をもっと小さく | 2026-10-25
5.2 日 | 371 | 72.1 | 
|
-| 2 | [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo)
人とエージェントが使えるセルフホスト看板 | 2026-10-25
4.9 日 | 188 | 38.4 | 
|
-| 3 | [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence)
エージェントを関数に、アイデアをプログラムに | 2026-10-23
6.8 日 | 205 | 30.1 | 
|
-| 4 | [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates)
開発規約ごとに推奨ツールを 1 つだけ紹介 | 2026-10-23
6.4 日 | 147 | 22.9 | 
|
-| 5 | [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night)
認可済みセキュリティテスト用の指紋切り替えツール | 2026-10-24
6.1 日 | 122 | 20.0 | 
|
+| 1 | [heydeer/pngdeer](https://github.com/heydeer/pngdeer)
PNG は小さく、画質はそのまま | 2026-10-25
5.2 日 | 371 | 72.1 | |
+| 2 | [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo)
人もエージェントも使える、すぐ動く看板 | 2026-10-25
4.9 日 | 188 | 38.4 | |
+| 3 | [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence)
アイデアをプログラムに、エージェントは関数として | 2026-10-23
6.8 日 | 205 | 30.1 | |
+| 4 | [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates)
開発規約ごとに、おすすめツールは 1 つだけ | 2026-10-23
6.4 日 | 147 | 22.9 | |
+| 5 | [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night)
認可済みセキュリティテスト用の指紋切り替え | 2026-10-24
6.1 日 | 122 | 20.0 | |
| 6 | [UniteCuttlefishBolt/Canva-Pro](https://github.com/UniteCuttlefishBolt/Canva-Pro)
Canva Pro 2026 全機能アンロック済みインストーラー | 2026-10-29
1.0 日 | 296 | 296.0 | 
|
| 7 | [CaretakerPlain/Whale-Tracker](https://github.com/CaretakerPlain/Whale-Tracker)
Whale Tracker 2026 事前アクティベート済みデスクトップ版 | 2026-10-29
1.0 日 | 197 | 197.0 | 
|
| 8 | [ScorpionHub17/KMS-Pico](https://github.com/ScorpionHub17/KMS-Pico)
Kms Pico Free 2026 事前アクティベート済みデスクトップ版 | 2026-10-29
1.0 日 | 197 | 197.0 | 
|
@@ -146,53 +146,53 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
高速で共同編集もできるコードエディタ
`開発者ツール` | +396 | 56.6 | 92,406 | 
|
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
超高速な Python パッケージ管理
`開発者ツール` | +343 | 49.0 | 91,352 | 
|
-| 3 | [jdx/mise](https://github.com/jdx/mise)
開発ツールのバージョンを 1 つで管理
`開発者ツール` | +287 | 41.0 | 35,557 | 
|
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
grep より速い正規表現検索
`開発者ツール` | +242 | 34.6 | 69,561 | 
|
-| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
オールインワンの JavaScript 実行環境
`開発者ツール` | +161 | 23.0 | 96,468 | 
|
-| 6 | [cli/cli](https://github.com/cli/cli)
GitHub 公式のコマンドラインツール
`開発者ツール` | +111 | 15.9 | 46,801 | 
|
-| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
LSP 内蔵のモーダルエディタ
`開発者ツール` | +93 | 13.3 | 46,733 | 
|
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
高速な Web 向けフォーマッター兼リンター
`開発者ツール` | +55 | 7.9 | 26,022 | 
|
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
すぐ開けて、みんなで一緒にコードを書ける
`開発者ツール` | +396 | 56.6 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python パッケージの導入で待たされない
`開発者ツール` | +343 | 49.0 | 91,352 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
言語のバージョンを 1 つのツールでまとめて管理
`開発者ツール` | +287 | 41.0 | 35,557 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
フォルダ全体の文字検索が grep より速い
`開発者ツール` | +242 | 34.6 | 69,561 | |
+| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
実行・バンドル・テスト・導入を 1 つで
`開発者ツール` | +161 | 23.0 | 96,468 | |
+| 6 | [cli/cli](https://github.com/cli/cli)
ブラウザを開かず、コマンドラインで GitHub を操作
`開発者ツール` | +111 | 15.9 | 46,801 | |
+| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
プラグイン不要、補完とハイライトは最初から
`開発者ツール` | +93 | 13.3 | 46,733 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Web コードの整形とチェックを 1 つで
`開発者ツール` | +55 | 7.9 | 26,022 | |
### 今月もっとも伸びた（直近 30 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
高速で共同編集もできるコードエディタ
`開発者ツール` | +1,614 | 53.8 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
超高速な Python パッケージ管理
`開発者ツール` | +1,247 | 41.6 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
開発ツールのバージョンを 1 つで管理
`開発者ツール` | +1,198 | 39.9 | 35,557 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
grep より速い正規表現検索
`開発者ツール` | +984 | 32.8 | 69,561 | |
-| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
オールインワンの JavaScript 実行環境
`開発者ツール` | +673 | 22.4 | 96,468 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
LSP 内蔵のモーダルエディタ
`開発者ツール` | +468 | 15.6 | 46,733 | |
-| 7 | [cli/cli](https://github.com/cli/cli)
GitHub 公式のコマンドラインツール
`開発者ツール` | +442 | 14.7 | 46,801 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
高速な Web 向けフォーマッター兼リンター
`開発者ツール` | +210 | 7.0 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
すぐ開けて、みんなで一緒にコードを書ける
`開発者ツール` | +1,614 | 53.8 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python パッケージの導入で待たされない
`開発者ツール` | +1,247 | 41.6 | 91,352 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
言語のバージョンを 1 つのツールでまとめて管理
`開発者ツール` | +1,198 | 39.9 | 35,557 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
フォルダ全体の文字検索が grep より速い
`開発者ツール` | +984 | 32.8 | 69,561 | |
+| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
実行・バンドル・テスト・導入を 1 つで
`開発者ツール` | +673 | 22.4 | 96,468 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
プラグイン不要、補完とハイライトは最初から
`開発者ツール` | +468 | 15.6 | 46,733 | |
+| 7 | [cli/cli](https://github.com/cli/cli)
ブラウザを開かず、コマンドラインで GitHub を操作
`開発者ツール` | +442 | 14.7 | 46,801 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Web コードの整形とチェックを 1 つで
`開発者ツール` | +210 | 7.0 | 26,022 | |
### 今年もっとも伸びた（直近 365 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
高速で共同編集もできるコードエディタ
`開発者ツール` | +25,774 | 70.6 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
超高速な Python パッケージ管理
`開発者ツール` | +21,546 | 59.0 | 91,352 | |
-| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
オールインワンの JavaScript 実行環境
`開発者ツール` | +16,581 | 45.4 | 96,468 | |
-| 4 | [jdx/mise](https://github.com/jdx/mise)
開発ツールのバージョンを 1 つで管理
`開発者ツール` | +15,035 | 41.2 | 35,557 | |
-| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
grep より速い正規表現検索
`開発者ツール` | +13,351 | 36.6 | 69,561 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
LSP 内蔵のモーダルエディタ
`開発者ツール` | +6,831 | 18.7 | 46,733 | |
-| 7 | [cli/cli](https://github.com/cli/cli)
GitHub 公式のコマンドラインツール
`開発者ツール` | +6,262 | 17.2 | 46,801 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
高速な Web 向けフォーマッター兼リンター
`開発者ツール` | +4,610 | 12.6 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
すぐ開けて、みんなで一緒にコードを書ける
`開発者ツール` | +25,774 | 70.6 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python パッケージの導入で待たされない
`開発者ツール` | +21,546 | 59.0 | 91,352 | |
+| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
実行・バンドル・テスト・導入を 1 つで
`開発者ツール` | +16,581 | 45.4 | 96,468 | |
+| 4 | [jdx/mise](https://github.com/jdx/mise)
言語のバージョンを 1 つのツールでまとめて管理
`開発者ツール` | +15,035 | 41.2 | 35,557 | |
+| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
フォルダ全体の文字検索が grep より速い
`開発者ツール` | +13,351 | 36.6 | 69,561 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
プラグイン不要、補完とハイライトは最初から
`開発者ツール` | +6,831 | 18.7 | 46,733 | |
+| 7 | [cli/cli](https://github.com/cli/cli)
ブラウザを開かず、コマンドラインで GitHub を操作
`開発者ツール` | +6,262 | 17.2 | 46,801 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Web コードの整形とチェックを 1 つで
`開発者ツール` | +4,610 | 12.6 | 26,022 | |
### 総スター数ランキング（累計）
| # | プロジェクト | 総スター数 | スター推移 |
|---|---|---:|---|
-| 1 | [oven-sh/bun](https://github.com/oven-sh/bun)
オールインワンの JavaScript 実行環境
`開発者ツール` | 96,468 | |
-| 2 | [zed-industries/zed](https://github.com/zed-industries/zed)
高速で共同編集もできるコードエディタ
`開発者ツール` | 92,406 | |
-| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
超高速な Python パッケージ管理
`開発者ツール` | 91,352 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
grep より速い正規表現検索
`開発者ツール` | 69,561 | |
-| 5 | [cli/cli](https://github.com/cli/cli)
GitHub 公式のコマンドラインツール
`開発者ツール` | 46,801 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
LSP 内蔵のモーダルエディタ
`開発者ツール` | 46,733 | |
-| 7 | [jdx/mise](https://github.com/jdx/mise)
開発ツールのバージョンを 1 つで管理
`開発者ツール` | 35,557 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
高速な Web 向けフォーマッター兼リンター
`開発者ツール` | 26,022 | |
+| 1 | [oven-sh/bun](https://github.com/oven-sh/bun)
実行・バンドル・テスト・導入を 1 つで
`開発者ツール` | 96,468 | |
+| 2 | [zed-industries/zed](https://github.com/zed-industries/zed)
すぐ開けて、みんなで一緒にコードを書ける
`開発者ツール` | 92,406 | |
+| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python パッケージの導入で待たされない
`開発者ツール` | 91,352 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
フォルダ全体の文字検索が grep より速い
`開発者ツール` | 69,561 | |
+| 5 | [cli/cli](https://github.com/cli/cli)
ブラウザを開かず、コマンドラインで GitHub を操作
`開発者ツール` | 46,801 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
プラグイン不要、補完とハイライトは最初から
`開発者ツール` | 46,733 | |
+| 7 | [jdx/mise](https://github.com/jdx/mise)
言語のバージョンを 1 つのツールでまとめて管理
`開発者ツール` | 35,557 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Web コードの整形とチェックを 1 つで
`開発者ツール` | 26,022 | |
## セキュリティ
@@ -202,60 +202,60 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 作成日（UTC） | 総スター数 | スター/日 | スター推移 |
|---|---|---|---:|---:|---|
-| 1 | [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one)
無料 OSINT、3,100 以上のサイトで人物検索 | 2026-10-28
2.4 日 | 316 | 134.2 | 
|
-| 2 | [thomasunise/argus](https://github.com/thomasunise/argus)
オープンソースのエージェント型セキュリティ運用基盤 | 2026-10-24
5.7 日 | 114 | 20.1 | 
|
+| 1 | [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one)
ニックネーム・メール・電話から、3,100 以上のサイトで検索 | 2026-10-28
2.4 日 | 316 | 134.2 | |
+| 2 | [thomasunise/argus](https://github.com/thomasunise/argus)
エージェントが回すオープンソースのセキュリティ運用 | 2026-10-24
5.7 日 | 114 | 20.1 | |
### 今週もっとも伸びた（直近 7 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
コンテナもリポジトリもまとめて安全スキャン
`セキュリティ` | +229 | 32.7 | 38,849 | 
|
-| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
YAML テンプレートで高速に脆弱性スキャン
`セキュリティ` | +226 | 32.3 | 32,453 | 
|
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
高速コードスキャンでバグを発見
`セキュリティ` | +163 | 23.3 | 17,352 | 
|
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
短くて実用的なセキュリティの定石
`セキュリティ` | +95 | 13.6 | 33,798 | 
|
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
依存パッケージの既知の脆弱性をチェック
`セキュリティ` | +85 | 12.1 | 11,326 | 
|
-| 6 | [anchore/grype](https://github.com/anchore/grype)
コンテナイメージの脆弱性をスキャン
`セキュリティ` | +57 | 8.1 | 13,141 | 
|
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
クラウドの不審な動きを実行時に検知
`セキュリティ` | +34 | 4.9 | 9,539 | 
|
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードの危険なパターンを検出
`セキュリティ` | +14 | 2.0 | 8,992 | 
|
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
コンテナもコードも、安全チェックは 1 回で
`セキュリティ` | +229 | 32.7 | 38,849 | |
+| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
テンプレート 1 つで、脆弱性を一括スキャン
`セキュリティ` | +226 | 32.3 | 32,453 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
コードの問題は、コミット前に見つけ出す
`セキュリティ` | +163 | 23.3 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
セキュリティのやり方は、このシリーズで十分
`セキュリティ` | +95 | 13.6 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
使っている依存は安全か、スキャンすればわかる
`セキュリティ` | +85 | 12.1 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
イメージを公開する前に、脆弱性を確認
`セキュリティ` | +57 | 8.1 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
クラウドの異常に、すぐ気づける
`セキュリティ` | +34 | 4.9 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードの危ない書き方を早めに見つける
`セキュリティ` | +14 | 2.0 | 8,992 | |
### 今月もっとも伸びた（直近 30 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
YAML テンプレートで高速に脆弱性スキャン
`セキュリティ` | +892 | 29.7 | 32,453 | |
-| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
コンテナもリポジトリもまとめて安全スキャン
`セキュリティ` | +768 | 25.6 | 38,849 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
高速コードスキャンでバグを発見
`セキュリティ` | +576 | 19.2 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
短くて実用的なセキュリティの定石
`セキュリティ` | +479 | 16.0 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
依存パッケージの既知の脆弱性をチェック
`セキュリティ` | +227 | 7.6 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
コンテナイメージの脆弱性をスキャン
`セキュリティ` | +200 | 6.7 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
クラウドの不審な動きを実行時に検知
`セキュリティ` | +121 | 4.0 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードの危険なパターンを検出
`セキュリティ` | +42 | 1.4 | 8,992 | |
+| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
テンプレート 1 つで、脆弱性を一括スキャン
`セキュリティ` | +892 | 29.7 | 32,453 | |
+| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
コンテナもコードも、安全チェックは 1 回で
`セキュリティ` | +768 | 25.6 | 38,849 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
コードの問題は、コミット前に見つけ出す
`セキュリティ` | +576 | 19.2 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
セキュリティのやり方は、このシリーズで十分
`セキュリティ` | +479 | 16.0 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
使っている依存は安全か、スキャンすればわかる
`セキュリティ` | +227 | 7.6 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
イメージを公開する前に、脆弱性を確認
`セキュリティ` | +200 | 6.7 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
クラウドの異常に、すぐ気づける
`セキュリティ` | +121 | 4.0 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードの危ない書き方を早めに見つける
`セキュリティ` | +42 | 1.4 | 8,992 | |
### 今年もっとも伸びた（直近 365 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
コンテナもリポジトリもまとめて安全スキャン
`セキュリティ` | +10,099 | 27.7 | 38,849 | |
-| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
YAML テンプレートで高速に脆弱性スキャン
`セキュリティ` | +7,574 | 20.8 | 32,453 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
高速コードスキャンでバグを発見
`セキュリティ` | +4,347 | 11.9 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
短くて実用的なセキュリティの定石
`セキュリティ` | +3,498 | 9.6 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
依存パッケージの既知の脆弱性をチェック
`セキュリティ` | +3,473 | 9.5 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
コンテナイメージの脆弱性をスキャン
`セキュリティ` | +2,359 | 6.5 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
クラウドの不審な動きを実行時に検知
`セキュリティ` | +1,265 | 3.5 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードの危険なパターンを検出
`セキュリティ` | +562 | 1.5 | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
コンテナもコードも、安全チェックは 1 回で
`セキュリティ` | +10,099 | 27.7 | 38,849 | |
+| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
テンプレート 1 つで、脆弱性を一括スキャン
`セキュリティ` | +7,574 | 20.8 | 32,453 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
コードの問題は、コミット前に見つけ出す
`セキュリティ` | +4,347 | 11.9 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
セキュリティのやり方は、このシリーズで十分
`セキュリティ` | +3,498 | 9.6 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
使っている依存は安全か、スキャンすればわかる
`セキュリティ` | +3,473 | 9.5 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
イメージを公開する前に、脆弱性を確認
`セキュリティ` | +2,359 | 6.5 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
クラウドの異常に、すぐ気づける
`セキュリティ` | +1,265 | 3.5 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードの危ない書き方を早めに見つける
`セキュリティ` | +562 | 1.5 | 8,992 | |
### 総スター数ランキング（累計）
| # | プロジェクト | 総スター数 | スター推移 |
|---|---|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
コンテナもリポジトリもまとめて安全スキャン
`セキュリティ` | 38,849 | |
-| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
短くて実用的なセキュリティの定石
`セキュリティ` | 33,798 | |
-| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
YAML テンプレートで高速に脆弱性スキャン
`セキュリティ` | 32,453 | |
-| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
高速コードスキャンでバグを発見
`セキュリティ` | 17,352 | |
-| 5 | [anchore/grype](https://github.com/anchore/grype)
コンテナイメージの脆弱性をスキャン
`セキュリティ` | 13,141 | |
-| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
依存パッケージの既知の脆弱性をチェック
`セキュリティ` | 11,326 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
クラウドの不審な動きを実行時に検知
`セキュリティ` | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードの危険なパターンを検出
`セキュリティ` | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
コンテナもコードも、安全チェックは 1 回で
`セキュリティ` | 38,849 | |
+| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
セキュリティのやり方は、このシリーズで十分
`セキュリティ` | 33,798 | |
+| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
テンプレート 1 つで、脆弱性を一括スキャン
`セキュリティ` | 32,453 | |
+| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
コードの問題は、コミット前に見つけ出す
`セキュリティ` | 17,352 | |
+| 5 | [anchore/grype](https://github.com/anchore/grype)
イメージを公開する前に、脆弱性を確認
`セキュリティ` | 13,141 | |
+| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
使っている依存は安全か、スキャンすればわかる
`セキュリティ` | 11,326 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
クラウドの異常に、すぐ気づける
`セキュリティ` | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードの危ない書き方を早めに見つける
`セキュリティ` | 8,992 | |
## Web / フロントエンド
@@ -265,63 +265,63 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 作成日（UTC） | 総スター数 | スター/日 | スター推移 |
|---|---|---|---:|---:|---|
-| 1 | [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas)
挿絵つき IELTS 単語 7,298 語 | 2026-10-25
5.0 日 | 3,297 | 658.3 | 
|
-| 2 | [D3voz/openjutsu](https://github.com/D3voz/openjutsu)
動画のキャラをワンクリックで差し替え | 2026-10-26
3.8 日 | 440 | 116.2 | 
|
-| 3 | [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes)
録音を文字起こし・分類・検索できる作業台 | 2026-10-28
1.8 日 | 106 | 58.0 | 
|
-| 4 | [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion)
易経六十四卦のアニメ、すべてコードで制作 | 2026-10-27
3.3 日 | 154 | 46.8 | 
|
-| 5 | [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate)
マクドナルドの最新メニューと栄養で賢くセット選び | 2026-10-24
5.8 日 | 128 | 21.9 | 
|
+| 1 | [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas)
IELTS 単語を絵と音声で、7,298 語 | 2026-10-25
5.0 日 | 3,297 | 658.3 | |
+| 2 | [D3voz/openjutsu](https://github.com/D3voz/openjutsu)
動画のキャラ替えが、ワンクリックで手元で完結 | 2026-10-26
3.8 日 | 440 | 116.2 | |
+| 3 | [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes)
ボイスレコーダーの録音を、検索できる文字に | 2026-10-28
1.8 日 | 106 | 58.0 | |
+| 4 | [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion)
易経六十四卦をアニメに、すべてコードで | 2026-10-27
3.3 日 | 154 | 46.8 | |
+| 5 | [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate)
マクドナルドのセット選びを、最新メニューと栄養で | 2026-10-24
5.8 日 | 128 | 21.9 | |
### 今週もっとも伸びた（直近 7 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
コピーして使える美しい UI コンポーネント
`Web / フロントエンド` | +723 | 103.3 | 126,937 | 
|
-| 2 | [facebook/react](https://github.com/facebook/react)
Web とネイティブの UI を作るライブラリ
`Web / フロントエンド` | +343 | 49.0 | 251,753 | 
|
-| 3 | [withastro/astro](https://github.com/withastro/astro)
JavaScript を減らすコンテンツサイト向け
`Web / フロントエンド` | +211 | 30.1 | 63,603 | 
|
-| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React のフルスタック Web フレームワーク
`Web / フロントエンド` | +175 | 25.0 | 143,204 | 
|
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
フレームワークをコンパイルで消す Web 開発
`Web / フロントエンド` | +123 | 17.6 | 88,491 | 
|
-| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
ユーティリティ CSS で素早くデザイン
`Web / フロントエンド` | +108 | 15.4 | 98,015 | 
|
-| 7 | [vuejs/core](https://github.com/vuejs/core)
プログレッシブな JavaScript フレームワーク
`Web / フロントエンド` | +103 | 14.7 | 54,798 | 
|
-| 8 | [tanstack/query](https://github.com/tanstack/query)
非同期ステートを管理するライブラリ
`Web / フロントエンド` | +49 | 7.0 | 50,497 | 
|
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
見栄えの良い部品。コピーしてすぐ使える
`Web / フロントエンド` | +723 | 103.3 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
Web もアプリの画面も、同じ書き方で
`Web / フロントエンド` | +343 | 49.0 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
スクリプトを減らして、軽く開くコンテンツサイト
`Web / フロントエンド` | +211 | 30.1 | 63,603 | |
+| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React でサイトを丸ごと、フロントから裏側まで
`Web / フロントエンド` | +175 | 25.0 | 143,204 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
書くのはフレームワーク、動くのは軽いページ
`Web / フロントエンド` | +123 | 17.6 | 88,491 | |
+| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS を大量に書かなくても、独自デザインに
`Web / フロントエンド` | +108 | 15.4 | 98,015 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
小さなページから始め、使う分だけ学べる
`Web / フロントエンド` | +103 | 14.7 | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
データ取得とキャッシュは、これに任せる
`Web / フロントエンド` | +49 | 7.0 | 50,497 | |
### 今月もっとも伸びた（直近 30 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
コピーして使える美しい UI コンポーネント
`Web / フロントエンド` | +2,537 | 84.6 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
Web とネイティブの UI を作るライブラリ
`Web / フロントエンド` | +1,581 | 52.7 | 251,753 | |
-| 3 | [vercel/next.js](https://github.com/vercel/next.js)
React のフルスタック Web フレームワーク
`Web / フロントエンド` | +823 | 27.4 | 143,204 | |
-| 4 | [withastro/astro](https://github.com/withastro/astro)
JavaScript を減らすコンテンツサイト向け
`Web / フロントエンド` | +790 | 26.3 | 63,603 | |
-| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
ユーティリティ CSS で素早くデザイン
`Web / フロントエンド` | +484 | 16.1 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
フレームワークをコンパイルで消す Web 開発
`Web / フロントエンド` | +462 | 15.4 | 88,491 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
プログレッシブな JavaScript フレームワーク
`Web / フロントエンド` | +408 | 13.6 | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
非同期ステートを管理するライブラリ
`Web / フロントエンド` | +201 | 6.7 | 50,497 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
見栄えの良い部品。コピーしてすぐ使える
`Web / フロントエンド` | +2,537 | 84.6 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
Web もアプリの画面も、同じ書き方で
`Web / フロントエンド` | +1,581 | 52.7 | 251,753 | |
+| 3 | [vercel/next.js](https://github.com/vercel/next.js)
React でサイトを丸ごと、フロントから裏側まで
`Web / フロントエンド` | +823 | 27.4 | 143,204 | |
+| 4 | [withastro/astro](https://github.com/withastro/astro)
スクリプトを減らして、軽く開くコンテンツサイト
`Web / フロントエンド` | +790 | 26.3 | 63,603 | |
+| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS を大量に書かなくても、独自デザインに
`Web / フロントエンド` | +484 | 16.1 | 98,015 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
書くのはフレームワーク、動くのは軽いページ
`Web / フロントエンド` | +462 | 15.4 | 88,491 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
小さなページから始め、使う分だけ学べる
`Web / フロントエンド` | +408 | 13.6 | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
データ取得とキャッシュは、これに任せる
`Web / フロントエンド` | +201 | 6.7 | 50,497 | |
### 今年もっとも伸びた（直近 365 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
コピーして使える美しい UI コンポーネント
`Web / フロントエンド` | +30,284 | 83.0 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
Web とネイティブの UI を作るライブラリ
`Web / フロントエンド` | +15,179 | 41.6 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
JavaScript を減らすコンテンツサイト向け
`Web / フロントエンド` | +10,483 | 28.7 | 63,603 | |
-| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React のフルスタック Web フレームワーク
`Web / フロントエンド` | +10,352 | 28.4 | 143,204 | |
-| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
ユーティリティ CSS で素早くデザイン
`Web / フロントエンド` | +8,536 | 23.4 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
フレームワークをコンパイルで消す Web 開発
`Web / フロントエンド` | +5,260 | 14.4 | 88,491 | |
-| 7 | [tanstack/query](https://github.com/tanstack/query)
非同期ステートを管理するライブラリ
`Web / フロントエンド` | +3,870 | 10.6 | 50,497 | |
-| 8 | [vuejs/core](https://github.com/vuejs/core)
プログレッシブな JavaScript フレームワーク
`Web / フロントエンド` | +3,622 | 9.9 | 54,798 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
見栄えの良い部品。コピーしてすぐ使える
`Web / フロントエンド` | +30,284 | 83.0 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
Web もアプリの画面も、同じ書き方で
`Web / フロントエンド` | +15,179 | 41.6 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
スクリプトを減らして、軽く開くコンテンツサイト
`Web / フロントエンド` | +10,483 | 28.7 | 63,603 | |
+| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React でサイトを丸ごと、フロントから裏側まで
`Web / フロントエンド` | +10,352 | 28.4 | 143,204 | |
+| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS を大量に書かなくても、独自デザインに
`Web / フロントエンド` | +8,536 | 23.4 | 98,015 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
書くのはフレームワーク、動くのは軽いページ
`Web / フロントエンド` | +5,260 | 14.4 | 88,491 | |
+| 7 | [tanstack/query](https://github.com/tanstack/query)
データ取得とキャッシュは、これに任せる
`Web / フロントエンド` | +3,870 | 10.6 | 50,497 | |
+| 8 | [vuejs/core](https://github.com/vuejs/core)
小さなページから始め、使う分だけ学べる
`Web / フロントエンド` | +3,622 | 9.9 | 54,798 | |
### 総スター数ランキング（累計）
| # | プロジェクト | 総スター数 | スター推移 |
|---|---|---:|---|
-| 1 | [facebook/react](https://github.com/facebook/react)
Web とネイティブの UI を作るライブラリ
`Web / フロントエンド` | 251,753 | |
-| 2 | [vercel/next.js](https://github.com/vercel/next.js)
React のフルスタック Web フレームワーク
`Web / フロントエンド` | 143,204 | |
-| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
コピーして使える美しい UI コンポーネント
`Web / フロントエンド` | 126,937 | |
-| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
ユーティリティ CSS で素早くデザイン
`Web / フロントエンド` | 98,015 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
フレームワークをコンパイルで消す Web 開発
`Web / フロントエンド` | 88,491 | |
-| 6 | [withastro/astro](https://github.com/withastro/astro)
JavaScript を減らすコンテンツサイト向け
`Web / フロントエンド` | 63,603 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
プログレッシブな JavaScript フレームワーク
`Web / フロントエンド` | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
非同期ステートを管理するライブラリ
`Web / フロントエンド` | 50,497 | |
+| 1 | [facebook/react](https://github.com/facebook/react)
Web もアプリの画面も、同じ書き方で
`Web / フロントエンド` | 251,753 | |
+| 2 | [vercel/next.js](https://github.com/vercel/next.js)
React でサイトを丸ごと、フロントから裏側まで
`Web / フロントエンド` | 143,204 | |
+| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
見栄えの良い部品。コピーしてすぐ使える
`Web / フロントエンド` | 126,937 | |
+| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS を大量に書かなくても、独自デザインに
`Web / フロントエンド` | 98,015 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
書くのはフレームワーク、動くのは軽いページ
`Web / フロントエンド` | 88,491 | |
+| 6 | [withastro/astro](https://github.com/withastro/astro)
スクリプトを減らして、軽く開くコンテンツサイト
`Web / フロントエンド` | 63,603 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
小さなページから始め、使う分だけ学べる
`Web / フロントエンド` | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
データ取得とキャッシュは、これに任せる
`Web / フロントエンド` | 50,497 | |
## インフラ
@@ -331,60 +331,60 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 作成日（UTC） | 総スター数 | スター/日 | スター推移 |
|---|---|---|---:|---:|---|
-| 1 | [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur)
自前の Kubernetes で動くセルフホスト PaaS | 2026-10-24
6.0 日 | 551 | 91.1 | 
|
-| 2 | [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow)
エンドツーエンドの DevOps TaskFlow API | 2026-10-25
4.7 日 | 121 | 25.8 | 
|
+| 1 | [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur)
自前の Kubernetes に、自分の PaaS を | 2026-10-24
6.0 日 | 551 | 91.1 | |
+| 2 | [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow)
最初から最後までそろった DevOps の API | 2026-10-25
4.7 日 | 121 | 25.8 | |
### 今週もっとも伸びた（直近 7 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
自動 HTTPS 対応の高速 Web サーバー
`インフラ` | +309 | 44.1 | 78,552 | 
|
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
本番運用向けコンテナオーケストレーション
`インフラ` | +207 | 29.6 | 128,522 | 
|
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
メトリクス・ログ・トレースをまとめて可視化
`インフラ` | +184 | 26.3 | 77,585 | 
|
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
システム監視とアラートのツールキット
`インフラ` | +182 | 26.0 | 66,853 | 
|
-| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド基盤をコードで管理
`インフラ` | +114 | 16.3 | 50,087 | 
|
-| 6 | [docker/compose](https://github.com/docker/compose)
複数コンテナのアプリを定義して実行
`インフラ` | +114 | 16.3 | 38,525 | 
|
-| 7 | [traefik/traefik](https://github.com/traefik/traefik)
クラウドネイティブなリバースプロキシ
`インフラ` | +108 | 15.4 | 65,414 | 
|
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
汎用プログラミング言語でインフラを記述
`インフラ` | +32 | 4.6 | 25,832 | 
|
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
Web サーバー構築、HTTPS は自動で設定
`インフラ` | +309 | 44.1 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
コンテナが増えても、配備と拡張は任せる
`インフラ` | +207 | 29.6 | 128,522 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標・ログ・トレースを 1 つのパネルに
`インフラ` | +184 | 26.3 | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
システムの不具合は、アラートが先に知らせる
`インフラ` | +182 | 26.0 | 66,853 | |
+| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド資源をコードにして、変更を追えるように
`インフラ` | +114 | 16.3 | 50,087 | |
+| 6 | [docker/compose](https://github.com/docker/compose)
複数のコンテナを 1 つのファイルでまとめて動かす
`インフラ` | +114 | 16.3 | 38,525 | |
+| 7 | [traefik/traefik](https://github.com/traefik/traefik)
サービスが増えても、通信は自動で振り分け
`インフラ` | +108 | 15.4 | 65,414 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
使い慣れた言語で、クラウド資源を管理
`インフラ` | +32 | 4.6 | 25,832 | |
### 今月もっとも伸びた（直近 30 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
自動 HTTPS 対応の高速 Web サーバー
`インフラ` | +2,503 | 83.4 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
本番運用向けコンテナオーケストレーション
`インフラ` | +865 | 28.8 | 128,522 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
メトリクス・ログ・トレースをまとめて可視化
`インフラ` | +760 | 25.3 | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
システム監視とアラートのツールキット
`インフラ` | +702 | 23.4 | 66,853 | |
-| 5 | [traefik/traefik](https://github.com/traefik/traefik)
クラウドネイティブなリバースプロキシ
`インフラ` | +489 | 16.3 | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド基盤をコードで管理
`インフラ` | +397 | 13.2 | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
複数コンテナのアプリを定義して実行
`インフラ` | +333 | 11.1 | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
汎用プログラミング言語でインフラを記述
`インフラ` | +135 | 4.5 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
Web サーバー構築、HTTPS は自動で設定
`インフラ` | +2,503 | 83.4 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
コンテナが増えても、配備と拡張は任せる
`インフラ` | +865 | 28.8 | 128,522 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標・ログ・トレースを 1 つのパネルに
`インフラ` | +760 | 25.3 | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
システムの不具合は、アラートが先に知らせる
`インフラ` | +702 | 23.4 | 66,853 | |
+| 5 | [traefik/traefik](https://github.com/traefik/traefik)
サービスが増えても、通信は自動で振り分け
`インフラ` | +489 | 16.3 | 65,414 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド資源をコードにして、変更を追えるように
`インフラ` | +397 | 13.2 | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
複数のコンテナを 1 つのファイルでまとめて動かす
`インフラ` | +333 | 11.1 | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
使い慣れた言語で、クラウド資源を管理
`インフラ` | +135 | 4.5 | 25,832 | |
### 今年もっとも伸びた（直近 365 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
自動 HTTPS 対応の高速 Web サーバー
`インフラ` | +11,844 | 32.4 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
本番運用向けコンテナオーケストレーション
`インフラ` | +11,558 | 31.7 | 128,522 | |
-| 3 | [traefik/traefik](https://github.com/traefik/traefik)
クラウドネイティブなリバースプロキシ
`インフラ` | +8,750 | 24.0 | 65,414 | |
-| 4 | [grafana/grafana](https://github.com/grafana/grafana)
メトリクス・ログ・トレースをまとめて可視化
`インフラ` | +7,871 | 21.6 | 77,585 | |
-| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
システム監視とアラートのツールキット
`インフラ` | +6,537 | 17.9 | 66,853 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド基盤をコードで管理
`インフラ` | +3,760 | 10.3 | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
複数コンテナのアプリを定義して実行
`インフラ` | +2,590 | 7.1 | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
汎用プログラミング言語でインフラを記述
`インフラ` | +2,089 | 5.7 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
Web サーバー構築、HTTPS は自動で設定
`インフラ` | +11,844 | 32.4 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
コンテナが増えても、配備と拡張は任せる
`インフラ` | +11,558 | 31.7 | 128,522 | |
+| 3 | [traefik/traefik](https://github.com/traefik/traefik)
サービスが増えても、通信は自動で振り分け
`インフラ` | +8,750 | 24.0 | 65,414 | |
+| 4 | [grafana/grafana](https://github.com/grafana/grafana)
指標・ログ・トレースを 1 つのパネルに
`インフラ` | +7,871 | 21.6 | 77,585 | |
+| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
システムの不具合は、アラートが先に知らせる
`インフラ` | +6,537 | 17.9 | 66,853 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド資源をコードにして、変更を追えるように
`インフラ` | +3,760 | 10.3 | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
複数のコンテナを 1 つのファイルでまとめて動かす
`インフラ` | +2,590 | 7.1 | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
使い慣れた言語で、クラウド資源を管理
`インフラ` | +2,089 | 5.7 | 25,832 | |
### 総スター数ランキング（累計）
| # | プロジェクト | 総スター数 | スター推移 |
|---|---|---:|---|
-| 1 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
本番運用向けコンテナオーケストレーション
`インフラ` | 128,522 | |
-| 2 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
自動 HTTPS 対応の高速 Web サーバー
`インフラ` | 78,552 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
メトリクス・ログ・トレースをまとめて可視化
`インフラ` | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
システム監視とアラートのツールキット
`インフラ` | 66,853 | |
-| 5 | [traefik/traefik](https://github.com/traefik/traefik)
クラウドネイティブなリバースプロキシ
`インフラ` | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド基盤をコードで管理
`インフラ` | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
複数コンテナのアプリを定義して実行
`インフラ` | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
汎用プログラミング言語でインフラを記述
`インフラ` | 25,832 | |
+| 1 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
コンテナが増えても、配備と拡張は任せる
`インフラ` | 128,522 | |
+| 2 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
Web サーバー構築、HTTPS は自動で設定
`インフラ` | 78,552 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標・ログ・トレースを 1 つのパネルに
`インフラ` | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
システムの不具合は、アラートが先に知らせる
`インフラ` | 66,853 | |
+| 5 | [traefik/traefik](https://github.com/traefik/traefik)
サービスが増えても、通信は自動で振り分け
`インフラ` | 65,414 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド資源をコードにして、変更を追えるように
`インフラ` | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
複数のコンテナを 1 つのファイルでまとめて動かす
`インフラ` | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
使い慣れた言語で、クラウド資源を管理
`インフラ` | 25,832 | |
## デザイン / クリエイティブ
@@ -398,53 +398,53 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
手描き風のバーチャルホワイトボード
`デザイン / クリエイティブ` | +459 | 65.6 | 134,834 | 
|
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チーム向けオープンソースのデザインツール
`デザイン / クリエイティブ` | +379 | 54.1 | 61,862 | 
|
-| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
コミュニティ製の統一感あるアイコン集
`デザイン / クリエイティブ` | +173 | 24.7 | 25,390 | 
|
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
作図とホワイトボードのアプリ
`デザイン / クリエイティブ` | +145 | 20.7 | 9,075 | 
|
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
最も人気の Tailwind CSS コンポーネント集
`デザイン / クリエイティブ` | +69 | 9.9 | 42,707 | 
|
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
柔軟に使えるアイコンファミリー
`デザイン / クリエイティブ` | +43 | 6.1 | 7,743 | 
|
-| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects のアニメを Web で再生
`デザイン / クリエイティブ` | +33 | 4.7 | 32,290 | 
|
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects のアニメを iOS で再生
`デザイン / クリエイティブ` | +0 | 0.0 | 43 | 
|
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開いてすぐ描ける、紙に落書きする感覚で
`デザイン / クリエイティブ` | +459 | 65.6 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チームのデザインとプロトタイプはオープンソースで
`デザイン / クリエイティブ` | +379 | 54.1 | 61,862 | |
+| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
スタイルが揃ったアイコン一式、すぐ使える
`デザイン / クリエイティブ` | +173 | 24.7 | 25,390 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
フローチャートや図は、ドラッグで完成
`デザイン / クリエイティブ` | +145 | 20.7 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind でも、選べる部品が最初から揃う
`デザイン / クリエイティブ` | +69 | 9.9 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
画面・図・スライドに、アイコン一式で足りる
`デザイン / クリエイティブ` | +43 | 6.1 | 7,743 | |
+| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects のアニメを、そのまま Web に
`デザイン / クリエイティブ` | +33 | 4.7 | 32,290 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects のアニメを、そのまま iOS に
`デザイン / クリエイティブ` | +0 | 0.0 | 43 | |
### 今月もっとも伸びた（直近 30 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
手描き風のバーチャルホワイトボード
`デザイン / クリエイティブ` | +1,937 | 64.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チーム向けオープンソースのデザインツール
`デザイン / クリエイティブ` | +1,505 | 50.2 | 61,862 | |
-| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
コミュニティ製の統一感あるアイコン集
`デザイン / クリエイティブ` | +646 | 21.5 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
作図とホワイトボードのアプリ
`デザイン / クリエイティブ` | +613 | 20.4 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
最も人気の Tailwind CSS コンポーネント集
`デザイン / クリエイティブ` | +274 | 9.1 | 42,707 | |
-| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects のアニメを Web で再生
`デザイン / クリエイティブ` | +189 | 6.3 | 32,290 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
柔軟に使えるアイコンファミリー
`デザイン / クリエイティブ` | +183 | 6.1 | 7,743 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects のアニメを iOS で再生
`デザイン / クリエイティブ` | +0 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開いてすぐ描ける、紙に落書きする感覚で
`デザイン / クリエイティブ` | +1,937 | 64.6 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チームのデザインとプロトタイプはオープンソースで
`デザイン / クリエイティブ` | +1,505 | 50.2 | 61,862 | |
+| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
スタイルが揃ったアイコン一式、すぐ使える
`デザイン / クリエイティブ` | +646 | 21.5 | 25,390 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
フローチャートや図は、ドラッグで完成
`デザイン / クリエイティブ` | +613 | 20.4 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind でも、選べる部品が最初から揃う
`デザイン / クリエイティブ` | +274 | 9.1 | 42,707 | |
+| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects のアニメを、そのまま Web に
`デザイン / クリエイティブ` | +189 | 6.3 | 32,290 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
画面・図・スライドに、アイコン一式で足りる
`デザイン / クリエイティブ` | +183 | 6.1 | 7,743 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects のアニメを、そのまま iOS に
`デザイン / クリエイティブ` | +0 | 0.0 | 43 | |
### 今年もっとも伸びた（直近 365 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
手描き風のバーチャルホワイトボード
`デザイン / クリエイティブ` | +26,967 | 73.9 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チーム向けオープンソースのデザインツール
`デザイン / クリエイティブ` | +21,637 | 59.3 | 61,862 | |
-| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
作図とホワイトボードのアプリ
`デザイン / クリエイティブ` | +6,446 | 17.7 | 9,075 | |
-| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
コミュニティ製の統一感あるアイコン集
`デザイン / クリエイティブ` | +6,210 | 17.0 | 25,390 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
最も人気の Tailwind CSS コンポーネント集
`デザイン / クリエイティブ` | +4,240 | 11.6 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
柔軟に使えるアイコンファミリー
`デザイン / クリエイティブ` | +2,191 | 6.0 | 7,743 | |
-| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects のアニメを Web で再生
`デザイン / クリエイティブ` | +1,055 | 2.9 | 32,290 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects のアニメを iOS で再生
`デザイン / クリエイティブ` | +1 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開いてすぐ描ける、紙に落書きする感覚で
`デザイン / クリエイティブ` | +26,967 | 73.9 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チームのデザインとプロトタイプはオープンソースで
`デザイン / クリエイティブ` | +21,637 | 59.3 | 61,862 | |
+| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
フローチャートや図は、ドラッグで完成
`デザイン / クリエイティブ` | +6,446 | 17.7 | 9,075 | |
+| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
スタイルが揃ったアイコン一式、すぐ使える
`デザイン / クリエイティブ` | +6,210 | 17.0 | 25,390 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind でも、選べる部品が最初から揃う
`デザイン / クリエイティブ` | +4,240 | 11.6 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
画面・図・スライドに、アイコン一式で足りる
`デザイン / クリエイティブ` | +2,191 | 6.0 | 7,743 | |
+| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects のアニメを、そのまま Web に
`デザイン / クリエイティブ` | +1,055 | 2.9 | 32,290 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects のアニメを、そのまま iOS に
`デザイン / クリエイティブ` | +1 | 0.0 | 43 | |
### 総スター数ランキング（累計）
| # | プロジェクト | 総スター数 | スター推移 |
|---|---|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
手描き風のバーチャルホワイトボード
`デザイン / クリエイティブ` | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チーム向けオープンソースのデザインツール
`デザイン / クリエイティブ` | 61,862 | |
-| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
最も人気の Tailwind CSS コンポーネント集
`デザイン / クリエイティブ` | 42,707 | |
-| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects のアニメを Web で再生
`デザイン / クリエイティブ` | 32,290 | |
-| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
コミュニティ製の統一感あるアイコン集
`デザイン / クリエイティブ` | 25,390 | |
-| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
作図とホワイトボードのアプリ
`デザイン / クリエイティブ` | 9,075 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
柔軟に使えるアイコンファミリー
`デザイン / クリエイティブ` | 7,743 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects のアニメを iOS で再生
`デザイン / クリエイティブ` | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開いてすぐ描ける、紙に落書きする感覚で
`デザイン / クリエイティブ` | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チームのデザインとプロトタイプはオープンソースで
`デザイン / クリエイティブ` | 61,862 | |
+| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind でも、選べる部品が最初から揃う
`デザイン / クリエイティブ` | 42,707 | |
+| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects のアニメを、そのまま Web に
`デザイン / クリエイティブ` | 32,290 | |
+| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
スタイルが揃ったアイコン一式、すぐ使える
`デザイン / クリエイティブ` | 25,390 | |
+| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
フローチャートや図は、ドラッグで完成
`デザイン / クリエイティブ` | 9,075 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
画面・図・スライドに、アイコン一式で足りる
`デザイン / クリエイティブ` | 7,743 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects のアニメを、そのまま iOS に
`デザイン / クリエイティブ` | 43 | |
## データ
@@ -454,59 +454,59 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 作成日（UTC） | 総スター数 | スター/日 | スター推移 |
|---|---|---|---:|---:|---|
-| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
オープンソースにふさわしいデータ変換ツール | 2026-10-25
5.0 日 | 269 | 53.5 | 
|
+| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
データ変換は、オープンソースコミュニティのツールで | 2026-10-25
5.0 日 | 269 | 53.5 | |
### 今週もっとも伸びた（直近 7 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
アプリ内で動く SQL 分析データベース
`データ` | +280 | 40.0 | 42,680 | 
|
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
オープンソースの列指向リアルタイム分析 DB
`データ` | +135 | 19.3 | 50,670 | 
|
-| 3 | [apache/superset](https://github.com/apache/superset)
モダンなデータ探索・可視化プラットフォーム
`データ` | +127 | 18.1 | 75,366 | 
|
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
超高速な DataFrame ライブラリ
`データ` | +77 | 11.0 | 40,233 | 
|
-| 5 | [apache/kafka](https://github.com/apache/kafka)
分散型イベントストリーミング基盤
`データ` | +70 | 10.0 | 34,100 | 
|
-| 6 | [apache/arrow](https://github.com/apache/arrow)
言語をまたぐインメモリ分析基盤
`データ` | +47 | 6.7 | 17,260 | 
|
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
ソフトウェア開発の流儀でデータを変換
`データ` | +42 | 6.0 | 14,104 | 
|
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
対話型ノートブックで文書を作って共有
`データ` | +6 | 0.9 | 13,461 | 
|
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
データベースサーバーなしで、SQL 分析ができる
`データ` | +280 | 40.0 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量データのリアルタイム分析をオープンソースで
`データ` | +135 | 19.3 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
データは、グラフにすれば見えてくる
`データ` | +127 | 18.1 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表データの処理が速く、待たされない
`データ` | +77 | 11.0 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
システム間のメッセージを、確実に受け止める
`データ` | +70 | 10.0 | 34,100 | |
+| 6 | [apache/arrow](https://github.com/apache/arrow)
言語が違っても、データはそのまま通じる
`データ` | +47 | 6.7 | 17,260 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
データウェアハウスの SQL もバージョン管理とテストを
`データ` | +42 | 6.0 | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
コードと結果と説明を、1 ページにまとめる
`データ` | +6 | 0.9 | 13,461 | |
### 今月もっとも伸びた（直近 30 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
アプリ内で動く SQL 分析データベース
`データ` | +932 | 31.1 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
オープンソースの列指向リアルタイム分析 DB
`データ` | +618 | 20.6 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
モダンなデータ探索・可視化プラットフォーム
`データ` | +483 | 16.1 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
超高速な DataFrame ライブラリ
`データ` | +385 | 12.8 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
分散型イベントストリーミング基盤
`データ` | +304 | 10.1 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
ソフトウェア開発の流儀でデータを変換
`データ` | +177 | 5.9 | 14,104 | |
-| 7 | [apache/arrow](https://github.com/apache/arrow)
言語をまたぐインメモリ分析基盤
`データ` | +115 | 3.8 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
対話型ノートブックで文書を作って共有
`データ` | +71 | 2.4 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
データベースサーバーなしで、SQL 分析ができる
`データ` | +932 | 31.1 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量データのリアルタイム分析をオープンソースで
`データ` | +618 | 20.6 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
データは、グラフにすれば見えてくる
`データ` | +483 | 16.1 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表データの処理が速く、待たされない
`データ` | +385 | 12.8 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
システム間のメッセージを、確実に受け止める
`データ` | +304 | 10.1 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
データウェアハウスの SQL もバージョン管理とテストを
`データ` | +177 | 5.9 | 14,104 | |
+| 7 | [apache/arrow](https://github.com/apache/arrow)
言語が違っても、データはそのまま通じる
`データ` | +115 | 3.8 | 17,260 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
コードと結果と説明を、1 ページにまとめる
`データ` | +71 | 2.4 | 13,461 | |
### 今年もっとも伸びた（直近 365 日）
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
アプリ内で動く SQL 分析データベース
`データ` | +9,367 | 25.7 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
オープンソースの列指向リアルタイム分析 DB
`データ` | +7,643 | 20.9 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
モダンなデータ探索・可視化プラットフォーム
`データ` | +7,461 | 20.4 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
超高速な DataFrame ライブラリ
`データ` | +4,866 | 13.3 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
分散型イベントストリーミング基盤
`データ` | +3,302 | 9.0 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
ソフトウェア開発の流儀でデータを変換
`データ` | +2,470 | 6.8 | 14,104 | |
-| 7 | [apache/arrow](https://github.com/apache/arrow)
言語をまたぐインメモリ分析基盤
`データ` | +1,313 | 3.6 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
対話型ノートブックで文書を作って共有
`データ` | +916 | 2.5 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
データベースサーバーなしで、SQL 分析ができる
`データ` | +9,367 | 25.7 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量データのリアルタイム分析をオープンソースで
`データ` | +7,643 | 20.9 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
データは、グラフにすれば見えてくる
`データ` | +7,461 | 20.4 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表データの処理が速く、待たされない
`データ` | +4,866 | 13.3 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
システム間のメッセージを、確実に受け止める
`データ` | +3,302 | 9.0 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
データウェアハウスの SQL もバージョン管理とテストを
`データ` | +2,470 | 6.8 | 14,104 | |
+| 7 | [apache/arrow](https://github.com/apache/arrow)
言語が違っても、データはそのまま通じる
`データ` | +1,313 | 3.6 | 17,260 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
コードと結果と説明を、1 ページにまとめる
`データ` | +916 | 2.5 | 13,461 | |
### 総スター数ランキング（累計）
| # | プロジェクト | 総スター数 | スター推移 |
|---|---|---:|---|
-| 1 | [apache/superset](https://github.com/apache/superset)
モダンなデータ探索・可視化プラットフォーム
`データ` | 75,366 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
オープンソースの列指向リアルタイム分析 DB
`データ` | 50,670 | |
-| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
アプリ内で動く SQL 分析データベース
`データ` | 42,680 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
超高速な DataFrame ライブラリ
`データ` | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
分散型イベントストリーミング基盤
`データ` | 34,100 | |
-| 6 | [apache/arrow](https://github.com/apache/arrow)
言語をまたぐインメモリ分析基盤
`データ` | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
ソフトウェア開発の流儀でデータを変換
`データ` | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
対話型ノートブックで文書を作って共有
`データ` | 13,461 | |
+| 1 | [apache/superset](https://github.com/apache/superset)
データは、グラフにすれば見えてくる
`データ` | 75,366 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量データのリアルタイム分析をオープンソースで
`データ` | 50,670 | |
+| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
データベースサーバーなしで、SQL 分析ができる
`データ` | 42,680 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表データの処理が速く、待たされない
`データ` | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
システム間のメッセージを、確実に受け止める
`データ` | 34,100 | |
+| 6 | [apache/arrow](https://github.com/apache/arrow)
言語が違っても、データはそのまま通じる
`データ` | 17,260 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
データウェアハウスの SQL もバージョン管理とテストを
`データ` | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
コードと結果と説明を、1 ページにまとめる
`データ` | 13,461 | |
---
diff --git a/README.ko.md b/README.ko.md
index ef5ad0d..f8f0f4e 100644
--- a/README.ko.md
+++ b/README.ko.md
@@ -50,61 +50,61 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 생성일 (UTC) | 총 스타 | 스타/일 | 스타 추이 |
|---|---|---|---:|---:|---|
-| 1 | [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner)
중국산 안드로이드 폰의 광고·푸시 끄기 | 2026-10-24
6.1일 | 4,892 | 798.4 | |
-| 2 | [wangzan101/Mika](https://github.com/wangzan101/Mika)
내 폰에서 대신 일해 주는 개인 AI 비서 | 2026-10-29
1.0일 | 284 | 284.0 | |
-| 3 | [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research)
구소련 지역 가계 조사를 돕는 AI | 2026-10-25
4.9일 | 1,280 | 259.1 | |
-| 4 | [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go)
DeepSeek Harness를 주머니 속에 | 2026-10-25
5.0일 | 1,187 | 236.4 | |
-| 5 | [qybaihe/bla](https://github.com/qybaihe/bla)
AI 리버스 엔지니어링으로부터 코드 보호 | 2026-10-25
5.1일 | 1,072 | 208.8 | |
-| 6 | [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge)
하나의 페르소나를 여러 코딩 에이전트에 | 2026-10-25
5.1일 | 895 | 175.3 | |
-| 7 | [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android)
루팅 없이 안드로이드에서 DeepSeek Harness | 2026-10-27
2.5일 | 376 | 147.4 | |
-| 8 | [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan)
코드베이스 구조를 한눈에 보는 지도 | 2026-10-27
2.9일 | 410 | 143.4 | |
+| 1 | [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner)
중국산 안드로이드 폰의 광고를 끄고 되돌릴 수도 | 2026-10-24
6.1일 | 4,892 | 798.4 | |
+| 2 | [wangzan101/Mika](https://github.com/wangzan101/Mika)
폰 속 AI 비서가 앱 조작을 대신한다 | 2026-10-29
1.0일 | 284 | 284.0 | |
+| 3 | [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research)
구소련 지역 족보 찾기, 기록 뒤지기는 AI에게 | 2026-10-25
4.9일 | 1,280 | 259.1 | |
+| 4 | [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go)
DeepSeek Harness를 폰에서, PC 원격 제어도 | 2026-10-25
5.0일 | 1,187 | 236.4 | |
+| 5 | [qybaihe/bla](https://github.com/qybaihe/bla)
AI의 리버스 엔지니어링으로부터 프로그램을 지킨다 | 2026-10-25
5.1일 | 1,072 | 208.8 | |
+| 6 | [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge)
페르소나 하나를 모든 코딩 에이전트에 | 2026-10-25
5.1일 | 895 | 175.3 | |
+| 7 | [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android)
루팅 없이 폰에서 DeepSeek Harness 실행 | 2026-10-27
2.5일 | 376 | 147.4 | |
+| 8 | [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan)
앱이 어떻게 맞물리는지 이 지도로 본다 | 2026-10-27
2.9일 | 410 | 143.4 | |
| 9 | [patch-gg/anymove](https://github.com/patch-gg/anymove)
AI 영상 하나로 어떤 생물이든 모션 캡처 | 2026-10-27
3.0일 | 431 | 142.4 | |
-| 10 | [daveebbelaar/bama](https://github.com/daveebbelaar/bama)
에이전트 스킬로 원하는 Mac 앱을 만든다 | 2026-10-24
6.0일 | 838 | 139.8 | |
+| 10 | [daveebbelaar/bama](https://github.com/daveebbelaar/bama)
Mac 앱 만들기를 에이전트 스킬이 돕는다 | 2026-10-24
6.0일 | 838 | 139.8 | |
### 이번 주 가장 빨리 오른 프로젝트 (최근 7일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
AI가 어떤 소프트웨어든 역분석·복제해 준다
`AI` | +41,593 | 5,941.9 | 409,565 | |
-| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 두 개가 코드 취약점을 서로 검증
`AI` | +13,079 | 1,868.4 | 53,235 | |
-| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek의 플러그인형 오픈 소스 에이전트
`AI` | +7,979 | 1,139.9 | 266,274 | |
-| 4 | [stablyai/orca](https://github.com/stablyai/orca)
여러 AI 코딩 에이전트를 나란히 비교
`AI` | +7,519 | 1,074.1 | 110,515 | |
-| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 코드 군더더기를 막아 준다
`AI` | +6,688 | 955.4 | 180,485 | |
-| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
코딩 에이전트 성능 튜닝 키트
`AI` | +6,553 | 936.1 | 292,932 | |
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
어떤 코딩 에이전트든 원하는 모델로
`AI` | +6,041 | 863.0 | 25,810 | |
-| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
코드베이스를 한 장의 지도로
`AI` | +5,783 | 826.1 | 138,983 | |
-| 9 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
웹페이지 쓰듯 영상을 만든다
`AI` | +5,541 | 791.6 | 75,673 | |
-| 10 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
AI 에이전트가 인터넷 전체를 보게 한다
`AI` | +5,483 | 783.3 | 106,509 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
읽을 수 없는 프로그램, AI가 설명해 준다
`AI` | +41,593 | 5,941.9 | 409,565 | |
+| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI가 쓴 코드를 다른 AI가 다시 짚어 준다
`AI` | +13,079 | 1,868.4 | 53,235 | |
+| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
원하는 에이전트를 플러그인으로 직접 조립
`AI` | +7,979 | 1,139.9 | 266,274 | |
+| 4 | [stablyai/orca](https://github.com/stablyai/orca)
AI 여러 개가 함께 쓰니 뭐가 나은지 한눈에
`AI` | +7,519 | 1,074.1 | 110,515 | |
+| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 쓸데없는 코드는 줄이고 필요한 건 정확히
`AI` | +6,688 | 955.4 | 180,485 | |
+| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
코딩 AI에 기억, 스킬, 보안 점검을 더한다
`AI` | +6,553 | 936.1 | 292,932 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
코딩 AI의 모델을 바꾸고, 한도가 차도 이어서
`AI` | +6,041 | 863.0 | 25,810 | |
+| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
너무 커서 못 읽겠다면 이 지도부터 보자
`AI` | +5,783 | 826.1 | 138,983 | |
+| 9 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
편집 몰라도 웹페이지처럼 쓰면 영상이 된다
`AI` | +5,541 | 791.6 | 75,673 | |
+| 10 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
트위터·유튜브·샤오홍슈, AI가 대신 검색
`AI` | +5,483 | 783.3 | 106,509 | |
### 이번 달 가장 빨리 오른 프로젝트 (최근 30일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
AI가 어떤 소프트웨어든 역분석·복제해 준다
`AI` | +408,693 | 13,623.1 | 409,565 | |
-| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 코드 군더더기를 막아 준다
`AI` | +33,133 | 1,104.4 | 180,485 | |
-| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 두 개가 코드 취약점을 서로 검증
`AI` | +30,082 | 1,002.7 | 53,235 | |
-| 4 | [stablyai/orca](https://github.com/stablyai/orca)
여러 AI 코딩 에이전트를 나란히 비교
`AI` | +29,219 | 974.0 | 110,515 | |
-| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek의 플러그인형 오픈 소스 에이전트
`AI` | +27,143 | 904.8 | 266,274 | |
-| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
코딩 에이전트 성능 튜닝 키트
`AI` | +24,768 | 825.6 | 292,932 | |
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
어떤 코딩 에이전트든 원하는 모델로
`AI` | +22,600 | 753.3 | 25,810 | |
-| 8 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
웹페이지 쓰듯 영상을 만든다
`AI` | +21,640 | 721.3 | 75,673 | |
-| 9 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
AI 에이전트가 인터넷 전체를 보게 한다
`AI` | +20,788 | 692.9 | 106,509 | |
-| 10 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
코드베이스를 한 장의 지도로
`AI` | +17,170 | 572.3 | 138,983 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
읽을 수 없는 프로그램, AI가 설명해 준다
`AI` | +408,693 | 13,623.1 | 409,565 | |
+| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 쓸데없는 코드는 줄이고 필요한 건 정확히
`AI` | +33,133 | 1,104.4 | 180,485 | |
+| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI가 쓴 코드를 다른 AI가 다시 짚어 준다
`AI` | +30,082 | 1,002.7 | 53,235 | |
+| 4 | [stablyai/orca](https://github.com/stablyai/orca)
AI 여러 개가 함께 쓰니 뭐가 나은지 한눈에
`AI` | +29,219 | 974.0 | 110,515 | |
+| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
원하는 에이전트를 플러그인으로 직접 조립
`AI` | +27,143 | 904.8 | 266,274 | |
+| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
코딩 AI에 기억, 스킬, 보안 점검을 더한다
`AI` | +24,768 | 825.6 | 292,932 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
코딩 AI의 모델을 바꾸고, 한도가 차도 이어서
`AI` | +22,600 | 753.3 | 25,810 | |
+| 8 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
편집 몰라도 웹페이지처럼 쓰면 영상이 된다
`AI` | +21,640 | 721.3 | 75,673 | |
+| 9 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
트위터·유튜브·샤오홍슈, AI가 대신 검색
`AI` | +20,788 | 692.9 | 106,509 | |
+| 10 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
너무 커서 못 읽겠다면 이 지도부터 보자
`AI` | +17,170 | 572.3 | 138,983 | |
### 올해 가장 빨리 오른 프로젝트 (최근 365일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek의 플러그인형 오픈 소스 에이전트
`AI` | +266,171 | 3,412.4 †
÷78일 | 266,274 | |
-| 2 | [morluto/rea](https://github.com/morluto/rea)
AI가 어떤 소프트웨어든 역분석·복제해 준다
`AI` | +409,095 | 2,055.8 †
÷199일 | 409,565 | |
-| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 코드 군더더기를 막아 준다
`AI` | +180,405 | 1,288.6 †
÷140일 | 180,485 | |
-| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
실제로 일하는 AI, 데이터는 내 컴퓨터에
`AI` | +393,398 | 1,157.1 †
÷340일 | 393,413 | |
-| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
코딩 에이전트 성능 튜닝 키트
`AI` | +292,884 | 1,027.7 †
÷285일 | 292,932 | |
-| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
스스로 개선하는 AI 에이전트
`AI` | +258,600 | 708.5 | 258,636 | |
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
어떤 코딩 에이전트든 원하는 모델로
`AI` | +25,719 | 695.1 †
÷37일 | 25,810 | |
-| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
코드베이스를 한 장의 지도로
`AI` | +138,922 | 661.5 †
÷210일 | 138,983 | |
-| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
터미널에서 쓰는 무료 오픈 소스 AI 코딩
`AI` | +194,805 | 533.7 | 223,154 | |
-| 10 | [stablyai/orca](https://github.com/stablyai/orca)
여러 AI 코딩 에이전트를 나란히 비교
`AI` | +110,415 | 486.4 †
÷227일 | 110,515 | |
+| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
원하는 에이전트를 플러그인으로 직접 조립
`AI` | +266,171 | 3,412.4 †
÷78일 | 266,274 | |
+| 2 | [morluto/rea](https://github.com/morluto/rea)
읽을 수 없는 프로그램, AI가 설명해 준다
`AI` | +409,095 | 2,055.8 †
÷199일 | 409,565 | |
+| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 쓸데없는 코드는 줄이고 필요한 건 정확히
`AI` | +180,405 | 1,288.6 †
÷140일 | 180,485 | |
+| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
일을 끝내는 AI, 데이터는 내 컴퓨터에 남는다
`AI` | +393,398 | 1,157.1 †
÷340일 | 393,413 | |
+| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
코딩 AI에 기억, 스킬, 보안 점검을 더한다
`AI` | +292,884 | 1,027.7 †
÷285일 | 292,932 | |
+| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
쓸수록 일을 더 잘하는 AI 도우미
`AI` | +258,600 | 708.5 | 258,636 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
코딩 AI의 모델을 바꾸고, 한도가 차도 이어서
`AI` | +25,719 | 695.1 †
÷37일 | 25,810 | |
+| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
너무 커서 못 읽겠다면 이 지도부터 보자
`AI` | +138,922 | 661.5 †
÷210일 | 138,983 | |
+| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
브라우저 없이 터미널에서 AI가 코드를 쓴다
`AI` | +194,805 | 533.7 | 223,154 | |
+| 10 | [stablyai/orca](https://github.com/stablyai/orca)
AI 여러 개가 함께 쓰니 뭐가 나은지 한눈에
`AI` | +110,415 | 486.4 †
÷227일 | 110,515 | |
† 저장소가 집계 기간보다 새로 만들어져, 스타/일은 전체 기간이 아니라 저장소 나이(숫자 아래 표시, 일 단위)로 나눈 값입니다.
@@ -112,16 +112,16 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 총 스타 | 스타 추이 |
|---|---|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
AI가 어떤 소프트웨어든 역분석·복제해 준다
`AI` | 409,565 | |
-| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
실제로 일하는 AI, 데이터는 내 컴퓨터에
`AI` | 393,413 | |
-| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
코딩 에이전트 성능 튜닝 키트
`AI` | 292,932 | |
-| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek의 플러그인형 오픈 소스 에이전트
`AI` | 266,274 | |
-| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
스스로 개선하는 AI 에이전트
`AI` | 258,636 | |
-| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
터미널에서 쓰는 무료 오픈 소스 AI 코딩
`AI` | 223,154 | |
-| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Anthropic 공개 에이전트 스킬 모음
`AI` | 184,884 | |
-| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 코드 군더더기를 막아 준다
`AI` | 180,485 | |
-| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
AI 코딩 도구의 API를 원클릭 전환
`AI` | 150,238 | |
-| 10 | [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill)
AI가 만든 UI를 전문가 수준으로
`AI` | 142,715 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
읽을 수 없는 프로그램, AI가 설명해 준다
`AI` | 409,565 | |
+| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
일을 끝내는 AI, 데이터는 내 컴퓨터에 남는다
`AI` | 393,413 | |
+| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
코딩 AI에 기억, 스킬, 보안 점검을 더한다
`AI` | 292,932 | |
+| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
원하는 에이전트를 플러그인으로 직접 조립
`AI` | 266,274 | |
+| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
쓸수록 일을 더 잘하는 AI 도우미
`AI` | 258,636 | |
+| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
브라우저 없이 터미널에서 AI가 코드를 쓴다
`AI` | 223,154 | |
+| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Claude 스킬 작성법은 공식 예제로 배운다
`AI` | 184,884 | |
+| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 쓸데없는 코드는 줄이고 필요한 건 정확히
`AI` | 180,485 | |
+| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
설정 파일 안 고치고 원클릭으로 전환
`AI` | 150,238 | |
+| 10 | [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill)
AI가 만든 화면을 전문가 디자인처럼
`AI` | 142,715 | |
## 개발자 도구
@@ -131,11 +131,11 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 생성일 (UTC) | 총 스타 | 스타/일 | 스타 추이 |
|---|---|---|---:|---:|---|
-| 1 | [heydeer/pngdeer](https://github.com/heydeer/pngdeer)
화질은 그대로, PNG는 더 작게 | 2026-10-25
5.2일 | 371 | 72.1 | |
-| 2 | [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo)
사람과 에이전트가 함께 쓰는 셀프 호스팅 칸반 | 2026-10-25
4.9일 | 188 | 38.4 | |
-| 3 | [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence)
에이전트를 함수로, 아이디어를 프로그램으로 | 2026-10-23
6.8일 | 205 | 30.1 | |
-| 4 | [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates)
개발 규범마다 추천 도구 하나만 | 2026-10-23
6.4일 | 147 | 22.9 | |
-| 5 | [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night)
보안 테스트용 로컬 브라우저 핑거프린트 로테이션 | 2026-10-24
6.1일 | 122 | 20.0 | |
+| 1 | [heydeer/pngdeer](https://github.com/heydeer/pngdeer)
PNG는 작게, 화질은 그대로 | 2026-10-25
5.2일 | 371 | 72.1 | |
+| 2 | [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo)
사람과 에이전트가 함께 쓰고 바로 켜지는 칸반 | 2026-10-25
4.9일 | 188 | 38.4 | |
+| 3 | [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence)
아이디어를 프로그램으로, 에이전트는 함수처럼 | 2026-10-23
6.8일 | 205 | 30.1 | |
+| 4 | [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates)
개발 규범마다 추천 도구는 하나만 | 2026-10-23
6.4일 | 147 | 22.9 | |
+| 5 | [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night)
승인된 보안 테스트용 지문 로테이션 | 2026-10-24
6.1일 | 122 | 20.0 | |
| 6 | [UniteCuttlefishBolt/Canva-Pro](https://github.com/UniteCuttlefishBolt/Canva-Pro)
Canva Pro 2026 전체 기능 잠금 해제 설치 파일 | 2026-10-29
1.0일 | 296 | 296.0 | |
| 7 | [CaretakerPlain/Whale-Tracker](https://github.com/CaretakerPlain/Whale-Tracker)
Whale Tracker 2026 사전 활성화 데스크톱판 | 2026-10-29
1.0일 | 197 | 197.0 | |
| 8 | [ScorpionHub17/KMS-Pico](https://github.com/ScorpionHub17/KMS-Pico)
Kms Pico Free 2026 사전 활성화 데스크톱판 | 2026-10-29
1.0일 | 197 | 197.0 | |
@@ -146,53 +146,53 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
빠르고 함께 편집하는 코드 에디터
`개발자 도구` | +396 | 56.6 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
초고속 Python 패키지 관리자
`개발자 도구` | +343 | 49.0 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
개발 도구 버전을 하나로 관리
`개발자 도구` | +287 | 41.0 | 35,557 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
grep보다 빠른 정규식 검색
`개발자 도구` | +242 | 34.6 | 69,561 | |
-| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
올인원 JavaScript 런타임
`개발자 도구` | +161 | 23.0 | 96,468 | |
-| 6 | [cli/cli](https://github.com/cli/cli)
GitHub 공식 커맨드라인 도구
`개발자 도구` | +111 | 15.9 | 46,801 | |
-| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
LSP 내장 모달 에디터
`개발자 도구` | +93 | 13.3 | 46,733 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
빠른 웹 코드 포매터 겸 린터
`개발자 도구` | +55 | 7.9 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
열자마자 빠르고, 함께 코딩도 된다
`개발자 도구` | +396 | 56.6 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python 패키지 설치, 더 이상 기다리지 않는다
`개발자 도구` | +343 | 49.0 | 91,352 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
여러 언어 버전을 도구 하나로 관리
`개발자 도구` | +287 | 41.0 | 35,557 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
폴더 전체의 글자 검색, grep보다 빠르다
`개발자 도구` | +242 | 34.6 | 69,561 | |
+| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
실행·번들·테스트·설치를 도구 하나로
`개발자 도구` | +161 | 23.0 | 96,468 | |
+| 6 | [cli/cli](https://github.com/cli/cli)
브라우저 없이 명령줄에서 GitHub 처리
`개발자 도구` | +111 | 15.9 | 46,801 | |
+| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
플러그인 없이 자동완성·하이라이트가 기본
`개발자 도구` | +93 | 13.3 | 46,733 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
웹 코드 정리와 점검을 도구 하나로
`개발자 도구` | +55 | 7.9 | 26,022 | |
### 이번 달 가장 빨리 오른 프로젝트 (최근 30일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
빠르고 함께 편집하는 코드 에디터
`개발자 도구` | +1,614 | 53.8 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
초고속 Python 패키지 관리자
`개발자 도구` | +1,247 | 41.6 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
개발 도구 버전을 하나로 관리
`개발자 도구` | +1,198 | 39.9 | 35,557 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
grep보다 빠른 정규식 검색
`개발자 도구` | +984 | 32.8 | 69,561 | |
-| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
올인원 JavaScript 런타임
`개발자 도구` | +673 | 22.4 | 96,468 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
LSP 내장 모달 에디터
`개발자 도구` | +468 | 15.6 | 46,733 | |
-| 7 | [cli/cli](https://github.com/cli/cli)
GitHub 공식 커맨드라인 도구
`개발자 도구` | +442 | 14.7 | 46,801 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
빠른 웹 코드 포매터 겸 린터
`개발자 도구` | +210 | 7.0 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
열자마자 빠르고, 함께 코딩도 된다
`개발자 도구` | +1,614 | 53.8 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python 패키지 설치, 더 이상 기다리지 않는다
`개발자 도구` | +1,247 | 41.6 | 91,352 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
여러 언어 버전을 도구 하나로 관리
`개발자 도구` | +1,198 | 39.9 | 35,557 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
폴더 전체의 글자 검색, grep보다 빠르다
`개발자 도구` | +984 | 32.8 | 69,561 | |
+| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
실행·번들·테스트·설치를 도구 하나로
`개발자 도구` | +673 | 22.4 | 96,468 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
플러그인 없이 자동완성·하이라이트가 기본
`개발자 도구` | +468 | 15.6 | 46,733 | |
+| 7 | [cli/cli](https://github.com/cli/cli)
브라우저 없이 명령줄에서 GitHub 처리
`개발자 도구` | +442 | 14.7 | 46,801 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
웹 코드 정리와 점검을 도구 하나로
`개발자 도구` | +210 | 7.0 | 26,022 | |
### 올해 가장 빨리 오른 프로젝트 (최근 365일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
빠르고 함께 편집하는 코드 에디터
`개발자 도구` | +25,774 | 70.6 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
초고속 Python 패키지 관리자
`개발자 도구` | +21,546 | 59.0 | 91,352 | |
-| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
올인원 JavaScript 런타임
`개발자 도구` | +16,581 | 45.4 | 96,468 | |
-| 4 | [jdx/mise](https://github.com/jdx/mise)
개발 도구 버전을 하나로 관리
`개발자 도구` | +15,035 | 41.2 | 35,557 | |
-| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
grep보다 빠른 정규식 검색
`개발자 도구` | +13,351 | 36.6 | 69,561 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
LSP 내장 모달 에디터
`개발자 도구` | +6,831 | 18.7 | 46,733 | |
-| 7 | [cli/cli](https://github.com/cli/cli)
GitHub 공식 커맨드라인 도구
`개발자 도구` | +6,262 | 17.2 | 46,801 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
빠른 웹 코드 포매터 겸 린터
`개발자 도구` | +4,610 | 12.6 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
열자마자 빠르고, 함께 코딩도 된다
`개발자 도구` | +25,774 | 70.6 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python 패키지 설치, 더 이상 기다리지 않는다
`개발자 도구` | +21,546 | 59.0 | 91,352 | |
+| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
실행·번들·테스트·설치를 도구 하나로
`개발자 도구` | +16,581 | 45.4 | 96,468 | |
+| 4 | [jdx/mise](https://github.com/jdx/mise)
여러 언어 버전을 도구 하나로 관리
`개발자 도구` | +15,035 | 41.2 | 35,557 | |
+| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
폴더 전체의 글자 검색, grep보다 빠르다
`개발자 도구` | +13,351 | 36.6 | 69,561 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
플러그인 없이 자동완성·하이라이트가 기본
`개발자 도구` | +6,831 | 18.7 | 46,733 | |
+| 7 | [cli/cli](https://github.com/cli/cli)
브라우저 없이 명령줄에서 GitHub 처리
`개발자 도구` | +6,262 | 17.2 | 46,801 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
웹 코드 정리와 점검을 도구 하나로
`개발자 도구` | +4,610 | 12.6 | 26,022 | |
### 총 스타 수 (누적)
| # | 프로젝트 | 총 스타 | 스타 추이 |
|---|---|---:|---|
-| 1 | [oven-sh/bun](https://github.com/oven-sh/bun)
올인원 JavaScript 런타임
`개발자 도구` | 96,468 | |
-| 2 | [zed-industries/zed](https://github.com/zed-industries/zed)
빠르고 함께 편집하는 코드 에디터
`개발자 도구` | 92,406 | |
-| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
초고속 Python 패키지 관리자
`개발자 도구` | 91,352 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
grep보다 빠른 정규식 검색
`개발자 도구` | 69,561 | |
-| 5 | [cli/cli](https://github.com/cli/cli)
GitHub 공식 커맨드라인 도구
`개발자 도구` | 46,801 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
LSP 내장 모달 에디터
`개발자 도구` | 46,733 | |
-| 7 | [jdx/mise](https://github.com/jdx/mise)
개발 도구 버전을 하나로 관리
`개발자 도구` | 35,557 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
빠른 웹 코드 포매터 겸 린터
`개발자 도구` | 26,022 | |
+| 1 | [oven-sh/bun](https://github.com/oven-sh/bun)
실행·번들·테스트·설치를 도구 하나로
`개발자 도구` | 96,468 | |
+| 2 | [zed-industries/zed](https://github.com/zed-industries/zed)
열자마자 빠르고, 함께 코딩도 된다
`개발자 도구` | 92,406 | |
+| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python 패키지 설치, 더 이상 기다리지 않는다
`개발자 도구` | 91,352 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
폴더 전체의 글자 검색, grep보다 빠르다
`개발자 도구` | 69,561 | |
+| 5 | [cli/cli](https://github.com/cli/cli)
브라우저 없이 명령줄에서 GitHub 처리
`개발자 도구` | 46,801 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
플러그인 없이 자동완성·하이라이트가 기본
`개발자 도구` | 46,733 | |
+| 7 | [jdx/mise](https://github.com/jdx/mise)
여러 언어 버전을 도구 하나로 관리
`개발자 도구` | 35,557 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
웹 코드 정리와 점검을 도구 하나로
`개발자 도구` | 26,022 | |
## 보안
@@ -202,60 +202,60 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 생성일 (UTC) | 총 스타 | 스타/일 | 스타 추이 |
|---|---|---|---:|---:|---|
-| 1 | [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one)
무료 OSINT, 3,100개 이상 사이트에서 인물 검색 | 2026-10-28
2.4일 | 316 | 134.2 | |
-| 2 | [thomasunise/argus](https://github.com/thomasunise/argus)
오픈 소스 에이전틱 보안 운영 플랫폼 | 2026-10-24
5.7일 | 114 | 20.1 | |
+| 1 | [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one)
닉네임·메일·전화로 3,100개 이상 사이트 검색 | 2026-10-28
2.4일 | 316 | 134.2 | |
+| 2 | [thomasunise/argus](https://github.com/thomasunise/argus)
에이전트가 돌리는 오픈 소스 보안 운영 | 2026-10-24
5.7일 | 114 | 20.1 | |
### 이번 주 가장 빨리 오른 프로젝트 (최근 7일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
컨테이너와 저장소를 한 번에 보안 스캔
`보안` | +229 | 32.7 | 38,849 | |
-| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
YAML 템플릿으로 빠른 취약점 스캔
`보안` | +226 | 32.3 | 32,453 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
빠른 코드 스캔으로 버그 찾기
`보안` | +163 | 23.3 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
간결한 보안 모범 사례 모음
`보안` | +95 | 13.6 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
의존성의 알려진 취약점 점검
`보안` | +85 | 12.1 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
컨테이너 이미지 취약점 스캔
`보안` | +57 | 8.1 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
클라우드의 이상 행동을 실시간 탐지
`보안` | +34 | 4.9 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 위험한 패턴 검사
`보안` | +14 | 2.0 | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
컨테이너와 코드 저장소 보안 점검을 한 번에
`보안` | +229 | 32.7 | 38,849 | |
+| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
템플릿 하나로 취약점을 한꺼번에 스캔
`보안` | +226 | 32.3 | 32,453 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
코드의 문제는 커밋 전에 찾아낸다
`보안` | +163 | 23.3 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
보안은 어떻게 하나? 이 문서면 충분하다
`보안` | +95 | 13.6 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
쓰는 의존성이 안전한지, 스캔하면 안다
`보안` | +85 | 12.1 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
이미지를 올리기 전에 취약점부터 확인
`보안` | +57 | 8.1 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
클라우드의 이상 징후를 바로 안다
`보안` | +34 | 4.9 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 위험한 작성 패턴을 미리 찾는다
`보안` | +14 | 2.0 | 8,992 | |
### 이번 달 가장 빨리 오른 프로젝트 (최근 30일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
YAML 템플릿으로 빠른 취약점 스캔
`보안` | +892 | 29.7 | 32,453 | |
-| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
컨테이너와 저장소를 한 번에 보안 스캔
`보안` | +768 | 25.6 | 38,849 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
빠른 코드 스캔으로 버그 찾기
`보안` | +576 | 19.2 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
간결한 보안 모범 사례 모음
`보안` | +479 | 16.0 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
의존성의 알려진 취약점 점검
`보안` | +227 | 7.6 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
컨테이너 이미지 취약점 스캔
`보안` | +200 | 6.7 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
클라우드의 이상 행동을 실시간 탐지
`보안` | +121 | 4.0 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 위험한 패턴 검사
`보안` | +42 | 1.4 | 8,992 | |
+| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
템플릿 하나로 취약점을 한꺼번에 스캔
`보안` | +892 | 29.7 | 32,453 | |
+| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
컨테이너와 코드 저장소 보안 점검을 한 번에
`보안` | +768 | 25.6 | 38,849 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
코드의 문제는 커밋 전에 찾아낸다
`보안` | +576 | 19.2 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
보안은 어떻게 하나? 이 문서면 충분하다
`보안` | +479 | 16.0 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
쓰는 의존성이 안전한지, 스캔하면 안다
`보안` | +227 | 7.6 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
이미지를 올리기 전에 취약점부터 확인
`보안` | +200 | 6.7 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
클라우드의 이상 징후를 바로 안다
`보안` | +121 | 4.0 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 위험한 작성 패턴을 미리 찾는다
`보안` | +42 | 1.4 | 8,992 | |
### 올해 가장 빨리 오른 프로젝트 (최근 365일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
컨테이너와 저장소를 한 번에 보안 스캔
`보안` | +10,099 | 27.7 | 38,849 | |
-| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
YAML 템플릿으로 빠른 취약점 스캔
`보안` | +7,574 | 20.8 | 32,453 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
빠른 코드 스캔으로 버그 찾기
`보안` | +4,347 | 11.9 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
간결한 보안 모범 사례 모음
`보안` | +3,498 | 9.6 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
의존성의 알려진 취약점 점검
`보안` | +3,473 | 9.5 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
컨테이너 이미지 취약점 스캔
`보안` | +2,359 | 6.5 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
클라우드의 이상 행동을 실시간 탐지
`보안` | +1,265 | 3.5 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 위험한 패턴 검사
`보안` | +562 | 1.5 | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
컨테이너와 코드 저장소 보안 점검을 한 번에
`보안` | +10,099 | 27.7 | 38,849 | |
+| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
템플릿 하나로 취약점을 한꺼번에 스캔
`보안` | +7,574 | 20.8 | 32,453 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
코드의 문제는 커밋 전에 찾아낸다
`보안` | +4,347 | 11.9 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
보안은 어떻게 하나? 이 문서면 충분하다
`보안` | +3,498 | 9.6 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
쓰는 의존성이 안전한지, 스캔하면 안다
`보안` | +3,473 | 9.5 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
이미지를 올리기 전에 취약점부터 확인
`보안` | +2,359 | 6.5 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
클라우드의 이상 징후를 바로 안다
`보안` | +1,265 | 3.5 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 위험한 작성 패턴을 미리 찾는다
`보안` | +562 | 1.5 | 8,992 | |
### 총 스타 수 (누적)
| # | 프로젝트 | 총 스타 | 스타 추이 |
|---|---|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
컨테이너와 저장소를 한 번에 보안 스캔
`보안` | 38,849 | |
-| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
간결한 보안 모범 사례 모음
`보안` | 33,798 | |
-| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
YAML 템플릿으로 빠른 취약점 스캔
`보안` | 32,453 | |
-| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
빠른 코드 스캔으로 버그 찾기
`보안` | 17,352 | |
-| 5 | [anchore/grype](https://github.com/anchore/grype)
컨테이너 이미지 취약점 스캔
`보안` | 13,141 | |
-| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
의존성의 알려진 취약점 점검
`보안` | 11,326 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
클라우드의 이상 행동을 실시간 탐지
`보안` | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 위험한 패턴 검사
`보안` | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
컨테이너와 코드 저장소 보안 점검을 한 번에
`보안` | 38,849 | |
+| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
보안은 어떻게 하나? 이 문서면 충분하다
`보안` | 33,798 | |
+| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
템플릿 하나로 취약점을 한꺼번에 스캔
`보안` | 32,453 | |
+| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
코드의 문제는 커밋 전에 찾아낸다
`보안` | 17,352 | |
+| 5 | [anchore/grype](https://github.com/anchore/grype)
이미지를 올리기 전에 취약점부터 확인
`보안` | 13,141 | |
+| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
쓰는 의존성이 안전한지, 스캔하면 안다
`보안` | 11,326 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
클라우드의 이상 징후를 바로 안다
`보안` | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 위험한 작성 패턴을 미리 찾는다
`보안` | 8,992 | |
## Web / 프론트엔드
@@ -265,63 +265,63 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 생성일 (UTC) | 총 스타 | 스타/일 | 스타 추이 |
|---|---|---|---:|---:|---|
-| 1 | [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas)
삽화로 배우는 IELTS 어휘 7,298개 | 2026-10-25
5.0일 | 3,297 | 658.3 | |
-| 2 | [D3voz/openjutsu](https://github.com/D3voz/openjutsu)
영상 속 캐릭터를 원클릭으로 교체 | 2026-10-26
3.8일 | 440 | 116.2 | |
-| 3 | [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes)
녹음을 변환·분류·검색하는 워크벤치 | 2026-10-28
1.8일 | 106 | 58.0 | |
-| 4 | [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion)
주역 64괘 애니메이션, 전부 코드로 | 2026-10-27
3.3일 | 154 | 46.8 | |
-| 5 | [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate)
맥도날드 실시간 메뉴·영양으로 조합 추천 | 2026-10-24
5.8일 | 128 | 21.9 | |
+| 1 | [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas)
IELTS 어휘를 그림과 발음으로, 7,298개 | 2026-10-25
5.0일 | 3,297 | 658.3 | |
+| 2 | [D3voz/openjutsu](https://github.com/D3voz/openjutsu)
영상 속 캐릭터 교체, 내 컴퓨터에서 원클릭 | 2026-10-26
3.8일 | 440 | 116.2 | |
+| 3 | [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes)
녹음기의 녹음을 검색되는 글로 | 2026-10-28
1.8일 | 106 | 58.0 | |
+| 4 | [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion)
주역 64괘를 애니메이션으로, 전부 코드로 | 2026-10-27
3.3일 | 154 | 46.8 | |
+| 5 | [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate)
맥도날드 조합을 실시간 메뉴·영양으로 추천 | 2026-10-24
5.8일 | 128 | 21.9 | |
### 이번 주 가장 빨리 오른 프로젝트 (최근 7일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
복사해서 쓰는 예쁜 UI 컴포넌트
`Web / 프론트엔드` | +723 | 103.3 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
웹과 네이티브 UI를 만드는 라이브러리
`Web / 프론트엔드` | +343 | 49.0 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
JavaScript를 덜 보내는 콘텐츠 사이트
`Web / 프론트엔드` | +211 | 30.1 | 63,603 | |
-| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React 풀스택 웹 프레임워크
`Web / 프론트엔드` | +175 | 25.0 | 143,204 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
프레임워크를 컴파일로 지우는 웹 개발
`Web / 프론트엔드` | +123 | 17.6 | 88,491 | |
-| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
유틸리티 CSS로 빠르게 디자인
`Web / 프론트엔드` | +108 | 15.4 | 98,015 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
점진적 JavaScript 프레임워크
`Web / 프론트엔드` | +103 | 14.7 | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
비동기 상태를 관리하는 라이브러리
`Web / 프론트엔드` | +49 | 7.0 | 50,497 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
예쁜 컴포넌트, 복사해서 바로 쓴다
`Web / 프론트엔드` | +723 | 103.3 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
웹과 앱 화면을 같은 방식으로
`Web / 프론트엔드` | +343 | 49.0 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
스크립트를 줄여 더 가볍게 열리는 콘텐츠 사이트
`Web / 프론트엔드` | +211 | 30.1 | 63,603 | |
+| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React로 사이트 전체를 앞뒤까지 완성
`Web / 프론트엔드` | +175 | 25.0 | 143,204 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
쓰는 건 프레임워크, 돌아가는 건 가벼운 페이지
`Web / 프론트엔드` | +123 | 17.6 | 88,491 | |
+| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS를 잔뜩 안 써도 맞춤 디자인
`Web / 프론트엔드` | +108 | 15.4 | 98,015 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
작은 페이지부터, 쓰는 만큼만 배운다
`Web / 프론트엔드` | +103 | 14.7 | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
데이터 요청과 캐시는 이 도구에 맡긴다
`Web / 프론트엔드` | +49 | 7.0 | 50,497 | |
### 이번 달 가장 빨리 오른 프로젝트 (최근 30일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
복사해서 쓰는 예쁜 UI 컴포넌트
`Web / 프론트엔드` | +2,537 | 84.6 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
웹과 네이티브 UI를 만드는 라이브러리
`Web / 프론트엔드` | +1,581 | 52.7 | 251,753 | |
-| 3 | [vercel/next.js](https://github.com/vercel/next.js)
React 풀스택 웹 프레임워크
`Web / 프론트엔드` | +823 | 27.4 | 143,204 | |
-| 4 | [withastro/astro](https://github.com/withastro/astro)
JavaScript를 덜 보내는 콘텐츠 사이트
`Web / 프론트엔드` | +790 | 26.3 | 63,603 | |
-| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
유틸리티 CSS로 빠르게 디자인
`Web / 프론트엔드` | +484 | 16.1 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
프레임워크를 컴파일로 지우는 웹 개발
`Web / 프론트엔드` | +462 | 15.4 | 88,491 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
점진적 JavaScript 프레임워크
`Web / 프론트엔드` | +408 | 13.6 | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
비동기 상태를 관리하는 라이브러리
`Web / 프론트엔드` | +201 | 6.7 | 50,497 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
예쁜 컴포넌트, 복사해서 바로 쓴다
`Web / 프론트엔드` | +2,537 | 84.6 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
웹과 앱 화면을 같은 방식으로
`Web / 프론트엔드` | +1,581 | 52.7 | 251,753 | |
+| 3 | [vercel/next.js](https://github.com/vercel/next.js)
React로 사이트 전체를 앞뒤까지 완성
`Web / 프론트엔드` | +823 | 27.4 | 143,204 | |
+| 4 | [withastro/astro](https://github.com/withastro/astro)
스크립트를 줄여 더 가볍게 열리는 콘텐츠 사이트
`Web / 프론트엔드` | +790 | 26.3 | 63,603 | |
+| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS를 잔뜩 안 써도 맞춤 디자인
`Web / 프론트엔드` | +484 | 16.1 | 98,015 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
쓰는 건 프레임워크, 돌아가는 건 가벼운 페이지
`Web / 프론트엔드` | +462 | 15.4 | 88,491 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
작은 페이지부터, 쓰는 만큼만 배운다
`Web / 프론트엔드` | +408 | 13.6 | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
데이터 요청과 캐시는 이 도구에 맡긴다
`Web / 프론트엔드` | +201 | 6.7 | 50,497 | |
### 올해 가장 빨리 오른 프로젝트 (최근 365일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
복사해서 쓰는 예쁜 UI 컴포넌트
`Web / 프론트엔드` | +30,284 | 83.0 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
웹과 네이티브 UI를 만드는 라이브러리
`Web / 프론트엔드` | +15,179 | 41.6 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
JavaScript를 덜 보내는 콘텐츠 사이트
`Web / 프론트엔드` | +10,483 | 28.7 | 63,603 | |
-| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React 풀스택 웹 프레임워크
`Web / 프론트엔드` | +10,352 | 28.4 | 143,204 | |
-| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
유틸리티 CSS로 빠르게 디자인
`Web / 프론트엔드` | +8,536 | 23.4 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
프레임워크를 컴파일로 지우는 웹 개발
`Web / 프론트엔드` | +5,260 | 14.4 | 88,491 | |
-| 7 | [tanstack/query](https://github.com/tanstack/query)
비동기 상태를 관리하는 라이브러리
`Web / 프론트엔드` | +3,870 | 10.6 | 50,497 | |
-| 8 | [vuejs/core](https://github.com/vuejs/core)
점진적 JavaScript 프레임워크
`Web / 프론트엔드` | +3,622 | 9.9 | 54,798 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
예쁜 컴포넌트, 복사해서 바로 쓴다
`Web / 프론트엔드` | +30,284 | 83.0 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
웹과 앱 화면을 같은 방식으로
`Web / 프론트엔드` | +15,179 | 41.6 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
스크립트를 줄여 더 가볍게 열리는 콘텐츠 사이트
`Web / 프론트엔드` | +10,483 | 28.7 | 63,603 | |
+| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React로 사이트 전체를 앞뒤까지 완성
`Web / 프론트엔드` | +10,352 | 28.4 | 143,204 | |
+| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS를 잔뜩 안 써도 맞춤 디자인
`Web / 프론트엔드` | +8,536 | 23.4 | 98,015 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
쓰는 건 프레임워크, 돌아가는 건 가벼운 페이지
`Web / 프론트엔드` | +5,260 | 14.4 | 88,491 | |
+| 7 | [tanstack/query](https://github.com/tanstack/query)
데이터 요청과 캐시는 이 도구에 맡긴다
`Web / 프론트엔드` | +3,870 | 10.6 | 50,497 | |
+| 8 | [vuejs/core](https://github.com/vuejs/core)
작은 페이지부터, 쓰는 만큼만 배운다
`Web / 프론트엔드` | +3,622 | 9.9 | 54,798 | |
### 총 스타 수 (누적)
| # | 프로젝트 | 총 스타 | 스타 추이 |
|---|---|---:|---|
-| 1 | [facebook/react](https://github.com/facebook/react)
웹과 네이티브 UI를 만드는 라이브러리
`Web / 프론트엔드` | 251,753 | |
-| 2 | [vercel/next.js](https://github.com/vercel/next.js)
React 풀스택 웹 프레임워크
`Web / 프론트엔드` | 143,204 | |
-| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
복사해서 쓰는 예쁜 UI 컴포넌트
`Web / 프론트엔드` | 126,937 | |
-| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
유틸리티 CSS로 빠르게 디자인
`Web / 프론트엔드` | 98,015 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
프레임워크를 컴파일로 지우는 웹 개발
`Web / 프론트엔드` | 88,491 | |
-| 6 | [withastro/astro](https://github.com/withastro/astro)
JavaScript를 덜 보내는 콘텐츠 사이트
`Web / 프론트엔드` | 63,603 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
점진적 JavaScript 프레임워크
`Web / 프론트엔드` | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
비동기 상태를 관리하는 라이브러리
`Web / 프론트엔드` | 50,497 | |
+| 1 | [facebook/react](https://github.com/facebook/react)
웹과 앱 화면을 같은 방식으로
`Web / 프론트엔드` | 251,753 | |
+| 2 | [vercel/next.js](https://github.com/vercel/next.js)
React로 사이트 전체를 앞뒤까지 완성
`Web / 프론트엔드` | 143,204 | |
+| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
예쁜 컴포넌트, 복사해서 바로 쓴다
`Web / 프론트엔드` | 126,937 | |
+| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS를 잔뜩 안 써도 맞춤 디자인
`Web / 프론트엔드` | 98,015 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
쓰는 건 프레임워크, 돌아가는 건 가벼운 페이지
`Web / 프론트엔드` | 88,491 | |
+| 6 | [withastro/astro](https://github.com/withastro/astro)
스크립트를 줄여 더 가볍게 열리는 콘텐츠 사이트
`Web / 프론트엔드` | 63,603 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
작은 페이지부터, 쓰는 만큼만 배운다
`Web / 프론트엔드` | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
데이터 요청과 캐시는 이 도구에 맡긴다
`Web / 프론트엔드` | 50,497 | |
## 인프라
@@ -331,60 +331,60 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 생성일 (UTC) | 총 스타 | 스타/일 | 스타 추이 |
|---|---|---|---:|---:|---|
-| 1 | [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur)
내 Kubernetes에서 돌리는 셀프 호스팅 PaaS | 2026-10-24
6.0일 | 551 | 91.1 | |
-| 2 | [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow)
엔드투엔드 DevOps TaskFlow API | 2026-10-25
4.7일 | 121 | 25.8 | |
+| 1 | [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur)
내 Kubernetes 위에 나만의 PaaS를 | 2026-10-24
6.0일 | 551 | 91.1 | |
+| 2 | [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow)
처음부터 끝까지 갖춘 DevOps API | 2026-10-25
4.7일 | 121 | 25.8 | |
### 이번 주 가장 빨리 오른 프로젝트 (최근 7일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
자동 HTTPS를 지원하는 빠른 웹 서버
`인프라` | +309 | 44.1 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
프로덕션급 컨테이너 오케스트레이션
`인프라` | +207 | 29.6 | 128,522 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
메트릭·로그·트레이스를 한곳에서
`인프라` | +184 | 26.3 | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
시스템 모니터링·알림 툴킷
`인프라` | +182 | 26.0 | 66,853 | |
-| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 인프라를 코드로 관리
`인프라` | +114 | 16.3 | 50,087 | |
-| 6 | [docker/compose](https://github.com/docker/compose)
다중 컨테이너 앱 정의·실행
`인프라` | +114 | 16.3 | 38,525 | |
-| 7 | [traefik/traefik](https://github.com/traefik/traefik)
클라우드 네이티브 리버스 프록시
`인프라` | +108 | 15.4 | 65,414 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
범용 프로그래밍 언어로 인프라 구성
`인프라` | +32 | 4.6 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
웹 서버를 세우면 HTTPS는 자동 설정
`인프라` | +309 | 44.1 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
컨테이너가 늘어도 배포와 확장은 맡긴다
`인프라` | +207 | 29.6 | 128,522 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
지표·로그·트레이스를 한 대시보드에
`인프라` | +184 | 26.3 | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
시스템에 문제가 생기면 알림이 먼저 찾아온다
`인프라` | +182 | 26.0 | 66,853 | |
+| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 자원을 코드로, 변경 내역이 남는다
`인프라` | +114 | 16.3 | 50,087 | |
+| 6 | [docker/compose](https://github.com/docker/compose)
여러 컨테이너를 파일 하나로 함께 실행
`인프라` | +114 | 16.3 | 38,525 | |
+| 7 | [traefik/traefik](https://github.com/traefik/traefik)
서비스가 늘어도 트래픽은 자동 분배
`인프라` | +108 | 15.4 | 65,414 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
익숙한 프로그래밍 언어로 클라우드 자원 관리
`인프라` | +32 | 4.6 | 25,832 | |
### 이번 달 가장 빨리 오른 프로젝트 (최근 30일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
자동 HTTPS를 지원하는 빠른 웹 서버
`인프라` | +2,503 | 83.4 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
프로덕션급 컨테이너 오케스트레이션
`인프라` | +865 | 28.8 | 128,522 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
메트릭·로그·트레이스를 한곳에서
`인프라` | +760 | 25.3 | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
시스템 모니터링·알림 툴킷
`인프라` | +702 | 23.4 | 66,853 | |
-| 5 | [traefik/traefik](https://github.com/traefik/traefik)
클라우드 네이티브 리버스 프록시
`인프라` | +489 | 16.3 | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 인프라를 코드로 관리
`인프라` | +397 | 13.2 | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
다중 컨테이너 앱 정의·실행
`인프라` | +333 | 11.1 | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
범용 프로그래밍 언어로 인프라 구성
`인프라` | +135 | 4.5 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
웹 서버를 세우면 HTTPS는 자동 설정
`인프라` | +2,503 | 83.4 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
컨테이너가 늘어도 배포와 확장은 맡긴다
`인프라` | +865 | 28.8 | 128,522 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
지표·로그·트레이스를 한 대시보드에
`인프라` | +760 | 25.3 | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
시스템에 문제가 생기면 알림이 먼저 찾아온다
`인프라` | +702 | 23.4 | 66,853 | |
+| 5 | [traefik/traefik](https://github.com/traefik/traefik)
서비스가 늘어도 트래픽은 자동 분배
`인프라` | +489 | 16.3 | 65,414 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 자원을 코드로, 변경 내역이 남는다
`인프라` | +397 | 13.2 | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
여러 컨테이너를 파일 하나로 함께 실행
`인프라` | +333 | 11.1 | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
익숙한 프로그래밍 언어로 클라우드 자원 관리
`인프라` | +135 | 4.5 | 25,832 | |
### 올해 가장 빨리 오른 프로젝트 (최근 365일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
자동 HTTPS를 지원하는 빠른 웹 서버
`인프라` | +11,844 | 32.4 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
프로덕션급 컨테이너 오케스트레이션
`인프라` | +11,558 | 31.7 | 128,522 | |
-| 3 | [traefik/traefik](https://github.com/traefik/traefik)
클라우드 네이티브 리버스 프록시
`인프라` | +8,750 | 24.0 | 65,414 | |
-| 4 | [grafana/grafana](https://github.com/grafana/grafana)
메트릭·로그·트레이스를 한곳에서
`인프라` | +7,871 | 21.6 | 77,585 | |
-| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
시스템 모니터링·알림 툴킷
`인프라` | +6,537 | 17.9 | 66,853 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 인프라를 코드로 관리
`인프라` | +3,760 | 10.3 | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
다중 컨테이너 앱 정의·실행
`인프라` | +2,590 | 7.1 | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
범용 프로그래밍 언어로 인프라 구성
`인프라` | +2,089 | 5.7 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
웹 서버를 세우면 HTTPS는 자동 설정
`인프라` | +11,844 | 32.4 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
컨테이너가 늘어도 배포와 확장은 맡긴다
`인프라` | +11,558 | 31.7 | 128,522 | |
+| 3 | [traefik/traefik](https://github.com/traefik/traefik)
서비스가 늘어도 트래픽은 자동 분배
`인프라` | +8,750 | 24.0 | 65,414 | |
+| 4 | [grafana/grafana](https://github.com/grafana/grafana)
지표·로그·트레이스를 한 대시보드에
`인프라` | +7,871 | 21.6 | 77,585 | |
+| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
시스템에 문제가 생기면 알림이 먼저 찾아온다
`인프라` | +6,537 | 17.9 | 66,853 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 자원을 코드로, 변경 내역이 남는다
`인프라` | +3,760 | 10.3 | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
여러 컨테이너를 파일 하나로 함께 실행
`인프라` | +2,590 | 7.1 | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
익숙한 프로그래밍 언어로 클라우드 자원 관리
`인프라` | +2,089 | 5.7 | 25,832 | |
### 총 스타 수 (누적)
| # | 프로젝트 | 총 스타 | 스타 추이 |
|---|---|---:|---|
-| 1 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
프로덕션급 컨테이너 오케스트레이션
`인프라` | 128,522 | |
-| 2 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
자동 HTTPS를 지원하는 빠른 웹 서버
`인프라` | 78,552 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
메트릭·로그·트레이스를 한곳에서
`인프라` | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
시스템 모니터링·알림 툴킷
`인프라` | 66,853 | |
-| 5 | [traefik/traefik](https://github.com/traefik/traefik)
클라우드 네이티브 리버스 프록시
`인프라` | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 인프라를 코드로 관리
`인프라` | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
다중 컨테이너 앱 정의·실행
`인프라` | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
범용 프로그래밍 언어로 인프라 구성
`인프라` | 25,832 | |
+| 1 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
컨테이너가 늘어도 배포와 확장은 맡긴다
`인프라` | 128,522 | |
+| 2 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
웹 서버를 세우면 HTTPS는 자동 설정
`인프라` | 78,552 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
지표·로그·트레이스를 한 대시보드에
`인프라` | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
시스템에 문제가 생기면 알림이 먼저 찾아온다
`인프라` | 66,853 | |
+| 5 | [traefik/traefik](https://github.com/traefik/traefik)
서비스가 늘어도 트래픽은 자동 분배
`인프라` | 65,414 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 자원을 코드로, 변경 내역이 남는다
`인프라` | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
여러 컨테이너를 파일 하나로 함께 실행
`인프라` | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
익숙한 프로그래밍 언어로 클라우드 자원 관리
`인프라` | 25,832 | |
## 디자인 / 크리에이티브
@@ -398,53 +398,53 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
손으로 그린 듯한 가상 화이트보드
`디자인 / 크리에이티브` | +459 | 65.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀을 위한 오픈 소스 디자인·프로토타입
`디자인 / 크리에이티브` | +379 | 54.1 | 61,862 | |
-| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
커뮤니티가 만든 일관된 아이콘
`디자인 / 크리에이티브` | +173 | 24.7 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
다이어그램·화이트보드 앱
`디자인 / 크리에이티브` | +145 | 20.7 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
가장 인기 있는 Tailwind 컴포넌트 라이브러리
`디자인 / 크리에이티브` | +69 | 9.9 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
유연하게 쓰는 아이콘 패밀리
`디자인 / 크리에이티브` | +43 | 6.1 | 7,743 | |
-| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects 애니메이션을 웹에서
`디자인 / 크리에이티브` | +33 | 4.7 | 32,290 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects 애니메이션을 iOS에서
`디자인 / 크리에이티브` | +0 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
열자마자 그린다, 종이에 낙서하듯
`디자인 / 크리에이티브` | +459 | 65.6 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀의 디자인·프로토타입, 오픈 소스로
`디자인 / 크리에이티브` | +379 | 54.1 | 61,862 | |
+| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
스타일이 통일된 아이콘 세트, 바로 쓴다
`디자인 / 크리에이티브` | +173 | 24.7 | 25,390 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
순서도와 다이어그램, 끌어서 완성
`디자인 / 크리에이티브` | +145 | 20.7 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind에도 골라 쓸 컴포넌트가 준비돼 있다
`디자인 / 크리에이티브` | +69 | 9.9 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
화면·도식·발표 자료까지 아이콘 한 세트
`디자인 / 크리에이티브` | +43 | 6.1 | 7,743 | |
+| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects 애니메이션을 그대로 웹에
`디자인 / 크리에이티브` | +33 | 4.7 | 32,290 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects 애니메이션을 그대로 iOS에
`디자인 / 크리에이티브` | +0 | 0.0 | 43 | |
### 이번 달 가장 빨리 오른 프로젝트 (최근 30일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
손으로 그린 듯한 가상 화이트보드
`디자인 / 크리에이티브` | +1,937 | 64.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀을 위한 오픈 소스 디자인·프로토타입
`디자인 / 크리에이티브` | +1,505 | 50.2 | 61,862 | |
-| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
커뮤니티가 만든 일관된 아이콘
`디자인 / 크리에이티브` | +646 | 21.5 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
다이어그램·화이트보드 앱
`디자인 / 크리에이티브` | +613 | 20.4 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
가장 인기 있는 Tailwind 컴포넌트 라이브러리
`디자인 / 크리에이티브` | +274 | 9.1 | 42,707 | |
-| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects 애니메이션을 웹에서
`디자인 / 크리에이티브` | +189 | 6.3 | 32,290 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
유연하게 쓰는 아이콘 패밀리
`디자인 / 크리에이티브` | +183 | 6.1 | 7,743 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects 애니메이션을 iOS에서
`디자인 / 크리에이티브` | +0 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
열자마자 그린다, 종이에 낙서하듯
`디자인 / 크리에이티브` | +1,937 | 64.6 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀의 디자인·프로토타입, 오픈 소스로
`디자인 / 크리에이티브` | +1,505 | 50.2 | 61,862 | |
+| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
스타일이 통일된 아이콘 세트, 바로 쓴다
`디자인 / 크리에이티브` | +646 | 21.5 | 25,390 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
순서도와 다이어그램, 끌어서 완성
`디자인 / 크리에이티브` | +613 | 20.4 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind에도 골라 쓸 컴포넌트가 준비돼 있다
`디자인 / 크리에이티브` | +274 | 9.1 | 42,707 | |
+| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects 애니메이션을 그대로 웹에
`디자인 / 크리에이티브` | +189 | 6.3 | 32,290 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
화면·도식·발표 자료까지 아이콘 한 세트
`디자인 / 크리에이티브` | +183 | 6.1 | 7,743 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects 애니메이션을 그대로 iOS에
`디자인 / 크리에이티브` | +0 | 0.0 | 43 | |
### 올해 가장 빨리 오른 프로젝트 (최근 365일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
손으로 그린 듯한 가상 화이트보드
`디자인 / 크리에이티브` | +26,967 | 73.9 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀을 위한 오픈 소스 디자인·프로토타입
`디자인 / 크리에이티브` | +21,637 | 59.3 | 61,862 | |
-| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
다이어그램·화이트보드 앱
`디자인 / 크리에이티브` | +6,446 | 17.7 | 9,075 | |
-| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
커뮤니티가 만든 일관된 아이콘
`디자인 / 크리에이티브` | +6,210 | 17.0 | 25,390 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
가장 인기 있는 Tailwind 컴포넌트 라이브러리
`디자인 / 크리에이티브` | +4,240 | 11.6 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
유연하게 쓰는 아이콘 패밀리
`디자인 / 크리에이티브` | +2,191 | 6.0 | 7,743 | |
-| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects 애니메이션을 웹에서
`디자인 / 크리에이티브` | +1,055 | 2.9 | 32,290 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects 애니메이션을 iOS에서
`디자인 / 크리에이티브` | +1 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
열자마자 그린다, 종이에 낙서하듯
`디자인 / 크리에이티브` | +26,967 | 73.9 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀의 디자인·프로토타입, 오픈 소스로
`디자인 / 크리에이티브` | +21,637 | 59.3 | 61,862 | |
+| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
순서도와 다이어그램, 끌어서 완성
`디자인 / 크리에이티브` | +6,446 | 17.7 | 9,075 | |
+| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
스타일이 통일된 아이콘 세트, 바로 쓴다
`디자인 / 크리에이티브` | +6,210 | 17.0 | 25,390 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind에도 골라 쓸 컴포넌트가 준비돼 있다
`디자인 / 크리에이티브` | +4,240 | 11.6 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
화면·도식·발표 자료까지 아이콘 한 세트
`디자인 / 크리에이티브` | +2,191 | 6.0 | 7,743 | |
+| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects 애니메이션을 그대로 웹에
`디자인 / 크리에이티브` | +1,055 | 2.9 | 32,290 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects 애니메이션을 그대로 iOS에
`디자인 / 크리에이티브` | +1 | 0.0 | 43 | |
### 총 스타 수 (누적)
| # | 프로젝트 | 총 스타 | 스타 추이 |
|---|---|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
손으로 그린 듯한 가상 화이트보드
`디자인 / 크리에이티브` | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀을 위한 오픈 소스 디자인·프로토타입
`디자인 / 크리에이티브` | 61,862 | |
-| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
가장 인기 있는 Tailwind 컴포넌트 라이브러리
`디자인 / 크리에이티브` | 42,707 | |
-| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects 애니메이션을 웹에서
`디자인 / 크리에이티브` | 32,290 | |
-| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
커뮤니티가 만든 일관된 아이콘
`디자인 / 크리에이티브` | 25,390 | |
-| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
다이어그램·화이트보드 앱
`디자인 / 크리에이티브` | 9,075 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
유연하게 쓰는 아이콘 패밀리
`디자인 / 크리에이티브` | 7,743 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects 애니메이션을 iOS에서
`디자인 / 크리에이티브` | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
열자마자 그린다, 종이에 낙서하듯
`디자인 / 크리에이티브` | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀의 디자인·프로토타입, 오픈 소스로
`디자인 / 크리에이티브` | 61,862 | |
+| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind에도 골라 쓸 컴포넌트가 준비돼 있다
`디자인 / 크리에이티브` | 42,707 | |
+| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects 애니메이션을 그대로 웹에
`디자인 / 크리에이티브` | 32,290 | |
+| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
스타일이 통일된 아이콘 세트, 바로 쓴다
`디자인 / 크리에이티브` | 25,390 | |
+| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
순서도와 다이어그램, 끌어서 완성
`디자인 / 크리에이티브` | 9,075 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
화면·도식·발표 자료까지 아이콘 한 세트
`디자인 / 크리에이티브` | 7,743 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects 애니메이션을 그대로 iOS에
`디자인 / 크리에이티브` | 43 | |
## 데이터
@@ -454,59 +454,59 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 생성일 (UTC) | 총 스타 | 스타/일 | 스타 추이 |
|---|---|---|---:|---:|---|
-| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
오픈 소스 커뮤니티를 위한 데이터 변환 도구 | 2026-10-25
5.0일 | 269 | 53.5 | |
+| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
데이터 변환, 오픈 소스 커뮤니티의 도구로 | 2026-10-25
5.0일 | 269 | 53.5 | |
### 이번 주 가장 빨리 오른 프로젝트 (최근 7일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
앱 안에서 도는 SQL 분석 데이터베이스
`데이터` | +280 | 40.0 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
오픈 소스 실시간 분석용 컬럼 DB
`데이터` | +135 | 19.3 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
현대적인 데이터 탐색·시각화 플랫폼
`데이터` | +127 | 18.1 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
초고속 DataFrame 라이브러리
`데이터` | +77 | 11.0 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
분산 이벤트 스트리밍 플랫폼
`데이터` | +70 | 10.0 | 34,100 | |
-| 6 | [apache/arrow](https://github.com/apache/arrow)
언어를 넘나드는 인메모리 분석 플랫폼
`데이터` | +47 | 6.7 | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
소프트웨어 엔지니어링 방식으로 데이터 변환
`데이터` | +42 | 6.0 | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
대화형 노트북으로 문서 작성·공유
`데이터` | +6 | 0.9 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
DB 서버 없이도 SQL 분석을 돌린다
`데이터` | +280 | 40.0 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
대용량 데이터 실시간 분석, 오픈 소스로
`데이터` | +135 | 19.3 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
데이터가 안 읽히면 차트로 만들면 보인다
`데이터` | +127 | 18.1 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
표 데이터 처리가 빨라 기다릴 일 없다
`데이터` | +77 | 11.0 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
시스템 사이의 메시지를 믿음직하게 받아낸다
`데이터` | +70 | 10.0 | 34,100 | |
+| 6 | [apache/arrow](https://github.com/apache/arrow)
언어가 달라도 데이터가 그대로 통한다
`데이터` | +47 | 6.7 | 17,260 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
데이터 웨어하우스 SQL도 버전 관리와 테스트를
`데이터` | +42 | 6.0 | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
코드·결과·설명을 한 페이지에
`데이터` | +6 | 0.9 | 13,461 | |
### 이번 달 가장 빨리 오른 프로젝트 (최근 30일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
앱 안에서 도는 SQL 분석 데이터베이스
`데이터` | +932 | 31.1 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
오픈 소스 실시간 분석용 컬럼 DB
`데이터` | +618 | 20.6 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
현대적인 데이터 탐색·시각화 플랫폼
`데이터` | +483 | 16.1 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
초고속 DataFrame 라이브러리
`데이터` | +385 | 12.8 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
분산 이벤트 스트리밍 플랫폼
`데이터` | +304 | 10.1 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
소프트웨어 엔지니어링 방식으로 데이터 변환
`데이터` | +177 | 5.9 | 14,104 | |
-| 7 | [apache/arrow](https://github.com/apache/arrow)
언어를 넘나드는 인메모리 분석 플랫폼
`데이터` | +115 | 3.8 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
대화형 노트북으로 문서 작성·공유
`데이터` | +71 | 2.4 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
DB 서버 없이도 SQL 분석을 돌린다
`데이터` | +932 | 31.1 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
대용량 데이터 실시간 분석, 오픈 소스로
`데이터` | +618 | 20.6 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
데이터가 안 읽히면 차트로 만들면 보인다
`데이터` | +483 | 16.1 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
표 데이터 처리가 빨라 기다릴 일 없다
`데이터` | +385 | 12.8 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
시스템 사이의 메시지를 믿음직하게 받아낸다
`데이터` | +304 | 10.1 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
데이터 웨어하우스 SQL도 버전 관리와 테스트를
`데이터` | +177 | 5.9 | 14,104 | |
+| 7 | [apache/arrow](https://github.com/apache/arrow)
언어가 달라도 데이터가 그대로 통한다
`데이터` | +115 | 3.8 | 17,260 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
코드·결과·설명을 한 페이지에
`데이터` | +71 | 2.4 | 13,461 | |
### 올해 가장 빨리 오른 프로젝트 (최근 365일)
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
앱 안에서 도는 SQL 분석 데이터베이스
`데이터` | +9,367 | 25.7 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
오픈 소스 실시간 분석용 컬럼 DB
`데이터` | +7,643 | 20.9 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
현대적인 데이터 탐색·시각화 플랫폼
`데이터` | +7,461 | 20.4 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
초고속 DataFrame 라이브러리
`데이터` | +4,866 | 13.3 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
분산 이벤트 스트리밍 플랫폼
`데이터` | +3,302 | 9.0 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
소프트웨어 엔지니어링 방식으로 데이터 변환
`데이터` | +2,470 | 6.8 | 14,104 | |
-| 7 | [apache/arrow](https://github.com/apache/arrow)
언어를 넘나드는 인메모리 분석 플랫폼
`데이터` | +1,313 | 3.6 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
대화형 노트북으로 문서 작성·공유
`데이터` | +916 | 2.5 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
DB 서버 없이도 SQL 분석을 돌린다
`데이터` | +9,367 | 25.7 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
대용량 데이터 실시간 분석, 오픈 소스로
`데이터` | +7,643 | 20.9 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
데이터가 안 읽히면 차트로 만들면 보인다
`데이터` | +7,461 | 20.4 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
표 데이터 처리가 빨라 기다릴 일 없다
`데이터` | +4,866 | 13.3 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
시스템 사이의 메시지를 믿음직하게 받아낸다
`데이터` | +3,302 | 9.0 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
데이터 웨어하우스 SQL도 버전 관리와 테스트를
`데이터` | +2,470 | 6.8 | 14,104 | |
+| 7 | [apache/arrow](https://github.com/apache/arrow)
언어가 달라도 데이터가 그대로 통한다
`데이터` | +1,313 | 3.6 | 17,260 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
코드·결과·설명을 한 페이지에
`데이터` | +916 | 2.5 | 13,461 | |
### 총 스타 수 (누적)
| # | 프로젝트 | 총 스타 | 스타 추이 |
|---|---|---:|---|
-| 1 | [apache/superset](https://github.com/apache/superset)
현대적인 데이터 탐색·시각화 플랫폼
`데이터` | 75,366 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
오픈 소스 실시간 분석용 컬럼 DB
`데이터` | 50,670 | |
-| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
앱 안에서 도는 SQL 분석 데이터베이스
`데이터` | 42,680 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
초고속 DataFrame 라이브러리
`데이터` | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
분산 이벤트 스트리밍 플랫폼
`데이터` | 34,100 | |
-| 6 | [apache/arrow](https://github.com/apache/arrow)
언어를 넘나드는 인메모리 분석 플랫폼
`데이터` | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
소프트웨어 엔지니어링 방식으로 데이터 변환
`데이터` | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
대화형 노트북으로 문서 작성·공유
`데이터` | 13,461 | |
+| 1 | [apache/superset](https://github.com/apache/superset)
데이터가 안 읽히면 차트로 만들면 보인다
`데이터` | 75,366 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
대용량 데이터 실시간 분석, 오픈 소스로
`데이터` | 50,670 | |
+| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
DB 서버 없이도 SQL 분석을 돌린다
`데이터` | 42,680 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
표 데이터 처리가 빨라 기다릴 일 없다
`데이터` | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
시스템 사이의 메시지를 믿음직하게 받아낸다
`데이터` | 34,100 | |
+| 6 | [apache/arrow](https://github.com/apache/arrow)
언어가 달라도 데이터가 그대로 통한다
`데이터` | 17,260 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
데이터 웨어하우스 SQL도 버전 관리와 테스트를
`데이터` | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
코드·결과·설명을 한 페이지에
`데이터` | 13,461 | |
---
diff --git a/README.md b/README.md
index 1c4331f..faae14c 100644
--- a/README.md
+++ b/README.md
@@ -50,14 +50,14 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Created (UTC) | Total stars | Stars/day | Star history |
|---|---|---|---:|---:|---|
-| 1 | [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner)
Switch off ads and pushes on Chinese Android phones | 2026-10-24
6.1 d | 4,892 | 798.4 | |
-| 2 | [wangzan101/Mika](https://github.com/wangzan101/Mika)
A personal AI that operates your phone for you | 2026-10-29
1.0 d | 284 | 284.0 | |
-| 3 | [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research)
AI genealogy research for former-USSR records | 2026-10-25
4.9 d | 1,280 | 259.1 | |
-| 4 | [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go)
DeepSeek Harness in your pocket | 2026-10-25
5.0 d | 1,187 | 236.4 | |
-| 5 | [qybaihe/bla](https://github.com/qybaihe/bla)
Shield your code from AI reverse-engineering | 2026-10-25
5.1 d | 1,072 | 208.8 | |
-| 6 | [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge)
One persona across many coding agents | 2026-10-25
5.1 d | 895 | 175.3 | |
-| 7 | [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android)
Run DeepSeek Harness on Android, no root | 2026-10-27
2.5 d | 376 | 147.4 | |
-| 8 | [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan)
A plain-English map of how your app fits together | 2026-10-27
2.9 d | 410 | 143.4 | |
+| 1 | [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner)
Turn off ads on Chinese Android phones, and undo it | 2026-10-24
6.1 d | 4,892 | 798.4 | |
+| 2 | [wangzan101/Mika](https://github.com/wangzan101/Mika)
A personal AI on your phone that does the tapping | 2026-10-29
1.0 d | 284 | 284.0 | |
+| 3 | [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research)
Trace family roots in former-Soviet records with AI | 2026-10-25
4.9 d | 1,280 | 259.1 | |
+| 4 | [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go)
DeepSeek Harness on your phone, can drive your PC too | 2026-10-25
5.0 d | 1,187 | 236.4 | |
+| 5 | [qybaihe/bla](https://github.com/qybaihe/bla)
Keep AI from reverse-engineering your program | 2026-10-25
5.1 d | 1,072 | 208.8 | |
+| 6 | [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge)
One persona for all your coding agents | 2026-10-25
5.1 d | 895 | 175.3 | |
+| 7 | [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android)
Run DeepSeek Harness on your phone, no root | 2026-10-27
2.5 d | 376 | 147.4 | |
+| 8 | [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan)
See at a glance how your app fits together | 2026-10-27
2.9 d | 410 | 143.4 | |
| 9 | [patch-gg/anymove](https://github.com/patch-gg/anymove)
Motion capture for any creature from one AI video | 2026-10-27
3.0 d | 431 | 142.4 | |
| 10 | [daveebbelaar/bama](https://github.com/daveebbelaar/bama)
Build any Mac app with agent skills | 2026-10-24
6.0 d | 838 | 139.8 | |
@@ -65,46 +65,46 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
Let AI reverse-engineer and clone any software
`AI` | +41,593 | 5,941.9 | 409,565 | |
-| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
One AI audits the code, a second AI challenges it
`AI` | +13,079 | 1,868.4 | 53,235 | |
-| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek's open-source agent kit, built from plugins
`AI` | +7,979 | 1,139.9 | 266,274 | |
-| 4 | [stablyai/orca](https://github.com/stablyai/orca)
Run many AI coding agents side by side
`AI` | +7,519 | 1,074.1 | 110,515 | |
-| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Stops AI from padding its code
`AI` | +6,688 | 955.4 | 180,485 | |
-| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
Performance tune-up kit for coding agents
`AI` | +6,553 | 936.1 | 292,932 | |
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
Use any model in any coding agent
`AI` | +6,041 | 863.0 | 25,810 | |
-| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
Turn a codebase into a map AI can read
`AI` | +5,783 | 826.1 | 138,983 | |
-| 9 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
Write video like a web page, let AI render it
`AI` | +5,541 | 791.6 | 75,673 | |
-| 10 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
Give your AI agent eyes on the whole internet
`AI` | +5,483 | 783.3 | 106,509 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
Can't read a program? Let AI explain it to you
`AI` | +41,593 | 5,941.9 | 409,565 | |
+| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
After AI writes the code, a second AI picks it apart
`AI` | +13,079 | 1,868.4 | 53,235 | |
+| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
Pick plugins and build the agent you want
`AI` | +7,979 | 1,139.9 | 266,274 | |
+| 4 | [stablyai/orca](https://github.com/stablyai/orca)
Several AIs write at once, see which one works best
`AI` | +7,519 | 1,074.1 | 110,515 | |
+| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Less filler code from AI, the needed code done right
`AI` | +6,688 | 955.4 | 180,485 | |
+| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
Give your coding AI memory, skills and safety checks
`AI` | +6,553 | 936.1 | 292,932 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
Swap models in your coding AI; quota runs out, it carries on
`AI` | +6,041 | 863.0 | 25,810 | |
+| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
Too big to read? Start with this map of the code
`AI` | +5,783 | 826.1 | 138,983 | |
+| 9 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
Can't edit video? Write it like a web page
`AI` | +5,541 | 791.6 | 75,673 | |
+| 10 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
Twitter, YouTube, Xiaohongshu: let AI search them for you
`AI` | +5,483 | 783.3 | 106,509 | |
### Fastest rising this month (last 30 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
Let AI reverse-engineer and clone any software
`AI` | +408,693 | 13,623.1 | 409,565 | |
-| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Stops AI from padding its code
`AI` | +33,133 | 1,104.4 | 180,485 | |
-| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
One AI audits the code, a second AI challenges it
`AI` | +30,082 | 1,002.7 | 53,235 | |
-| 4 | [stablyai/orca](https://github.com/stablyai/orca)
Run many AI coding agents side by side
`AI` | +29,219 | 974.0 | 110,515 | |
-| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek's open-source agent kit, built from plugins
`AI` | +27,143 | 904.8 | 266,274 | |
-| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
Performance tune-up kit for coding agents
`AI` | +24,768 | 825.6 | 292,932 | |
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
Use any model in any coding agent
`AI` | +22,600 | 753.3 | 25,810 | |
-| 8 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
Write video like a web page, let AI render it
`AI` | +21,640 | 721.3 | 75,673 | |
-| 9 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
Give your AI agent eyes on the whole internet
`AI` | +20,788 | 692.9 | 106,509 | |
-| 10 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
Turn a codebase into a map AI can read
`AI` | +17,170 | 572.3 | 138,983 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
Can't read a program? Let AI explain it to you
`AI` | +408,693 | 13,623.1 | 409,565 | |
+| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Less filler code from AI, the needed code done right
`AI` | +33,133 | 1,104.4 | 180,485 | |
+| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
After AI writes the code, a second AI picks it apart
`AI` | +30,082 | 1,002.7 | 53,235 | |
+| 4 | [stablyai/orca](https://github.com/stablyai/orca)
Several AIs write at once, see which one works best
`AI` | +29,219 | 974.0 | 110,515 | |
+| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
Pick plugins and build the agent you want
`AI` | +27,143 | 904.8 | 266,274 | |
+| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
Give your coding AI memory, skills and safety checks
`AI` | +24,768 | 825.6 | 292,932 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
Swap models in your coding AI; quota runs out, it carries on
`AI` | +22,600 | 753.3 | 25,810 | |
+| 8 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
Can't edit video? Write it like a web page
`AI` | +21,640 | 721.3 | 75,673 | |
+| 9 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
Twitter, YouTube, Xiaohongshu: let AI search them for you
`AI` | +20,788 | 692.9 | 106,509 | |
+| 10 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
Too big to read? Start with this map of the code
`AI` | +17,170 | 572.3 | 138,983 | |
### Fastest rising this year (last 365 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek's open-source agent kit, built from plugins
`AI` | +266,171 | 3,412.4 †
÷78d | 266,274 | |
-| 2 | [morluto/rea](https://github.com/morluto/rea)
Let AI reverse-engineer and clone any software
`AI` | +409,095 | 2,055.8 †
÷199d | 409,565 | |
-| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Stops AI from padding its code
`AI` | +180,405 | 1,288.6 †
÷140d | 180,485 | |
-| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
An AI that gets work done, on your own machine
`AI` | +393,398 | 1,157.1 †
÷340d | 393,413 | |
-| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
Performance tune-up kit for coding agents
`AI` | +292,884 | 1,027.7 †
÷285d | 292,932 | |
-| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
A self-improving AI agent that learns skills
`AI` | +258,600 | 708.5 | 258,636 | |
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
Use any model in any coding agent
`AI` | +25,719 | 695.1 †
÷37d | 25,810 | |
-| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
Turn a codebase into a map AI can read
`AI` | +138,922 | 661.5 †
÷210d | 138,983 | |
-| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
Free open-source AI coding in your terminal
`AI` | +194,805 | 533.7 | 223,154 | |
-| 10 | [stablyai/orca](https://github.com/stablyai/orca)
Run many AI coding agents side by side
`AI` | +110,415 | 486.4 †
÷227d | 110,515 | |
+| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
Pick plugins and build the agent you want
`AI` | +266,171 | 3,412.4 †
÷78d | 266,274 | |
+| 2 | [morluto/rea](https://github.com/morluto/rea)
Can't read a program? Let AI explain it to you
`AI` | +409,095 | 2,055.8 †
÷199d | 409,565 | |
+| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Less filler code from AI, the needed code done right
`AI` | +180,405 | 1,288.6 †
÷140d | 180,485 | |
+| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
An AI that finishes the job, data stays on your machine
`AI` | +393,398 | 1,157.1 †
÷340d | 393,413 | |
+| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
Give your coding AI memory, skills and safety checks
`AI` | +292,884 | 1,027.7 †
÷285d | 292,932 | |
+| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
An AI helper that gets better the more you use it
`AI` | +258,600 | 708.5 | 258,636 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
Swap models in your coding AI; quota runs out, it carries on
`AI` | +25,719 | 695.1 †
÷37d | 25,810 | |
+| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
Too big to read? Start with this map of the code
`AI` | +138,922 | 661.5 †
÷210d | 138,983 | |
+| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
AI writes your code right in the terminal, no browser
`AI` | +194,805 | 533.7 | 223,154 | |
+| 10 | [stablyai/orca](https://github.com/stablyai/orca)
Several AIs write at once, see which one works best
`AI` | +110,415 | 486.4 †
÷227d | 110,515 | |
† The repo is younger than the window, so stars/day is divided by the repo age in days (shown under the figure) instead of the full window.
@@ -112,16 +112,16 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Total stars | Star history |
|---|---|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
Let AI reverse-engineer and clone any software
`AI` | 409,565 | |
-| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
An AI that gets work done, on your own machine
`AI` | 393,413 | |
-| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
Performance tune-up kit for coding agents
`AI` | 292,932 | |
-| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek's open-source agent kit, built from plugins
`AI` | 266,274 | |
-| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
A self-improving AI agent that learns skills
`AI` | 258,636 | |
-| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
Free open-source AI coding in your terminal
`AI` | 223,154 | |
-| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Anthropic's public Agent Skills examples
`AI` | 184,884 | |
-| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Stops AI from padding its code
`AI` | 180,485 | |
-| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
Switch AI coding tools' API providers in one click
`AI` | 150,238 | |
-| 10 | [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill)
Make AI-built UIs look professional
`AI` | 142,715 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
Can't read a program? Let AI explain it to you
`AI` | 409,565 | |
+| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
An AI that finishes the job, data stays on your machine
`AI` | 393,413 | |
+| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
Give your coding AI memory, skills and safety checks
`AI` | 292,932 | |
+| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
Pick plugins and build the agent you want
`AI` | 266,274 | |
+| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
An AI helper that gets better the more you use it
`AI` | 258,636 | |
+| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
AI writes your code right in the terminal, no browser
`AI` | 223,154 | |
+| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Learn to write Claude skills from the official examples
`AI` | 184,884 | |
+| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Less filler code from AI, the needed code done right
`AI` | 180,485 | |
+| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
Switch providers in one click, no config editing
`AI` | 150,238 | |
+| 10 | [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill)
UIs built by AI that look professionally designed
`AI` | 142,715 | |
## Developer Tools
@@ -132,10 +132,10 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Created (UTC) | Total stars | Stars/day | Star history |
|---|---|---|---:|---:|---|
| 1 | [heydeer/pngdeer](https://github.com/heydeer/pngdeer)
Smaller PNGs, same picture | 2026-10-25
5.2 d | 371 | 72.1 | |
-| 2 | [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo)
A tiny self-hosted kanban for humans and agents | 2026-10-25
4.9 d | 188 | 38.4 | |
-| 3 | [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence)
Agents as functions, ideas as programs | 2026-10-23
6.8 d | 205 | 30.1 | |
-| 4 | [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates)
One recommended tool per job to enforce standards | 2026-10-23
6.4 d | 147 | 22.9 | |
-| 5 | [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night)
Local browser fingerprint rotation for security tests | 2026-10-24
6.1 d | 122 | 20.0 | |
+| 2 | [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo)
A kanban board that people and agents both use | 2026-10-25
4.9 d | 188 | 38.4 | |
+| 3 | [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence)
Treat agents as functions and write ideas as programs | 2026-10-23
6.8 d | 205 | 30.1 | |
+| 4 | [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates)
One recommended tool for each dev standard | 2026-10-23
6.4 d | 147 | 22.9 | |
+| 5 | [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night)
Browser fingerprint rotation for authorized security tests | 2026-10-24
6.1 d | 122 | 20.0 | |
| 6 | [UniteCuttlefishBolt/Canva-Pro](https://github.com/UniteCuttlefishBolt/Canva-Pro)
Canva Pro 2026 installer, all features unlocked | 2026-10-29
1.0 d | 296 | 296.0 | |
| 7 | [CaretakerPlain/Whale-Tracker](https://github.com/CaretakerPlain/Whale-Tracker)
Whale Tracker 2026, pre-activated desktop edition | 2026-10-29
1.0 d | 197 | 197.0 | |
| 8 | [ScorpionHub17/KMS-Pico](https://github.com/ScorpionHub17/KMS-Pico)
Kms Pico Free 2026, pre-activated desktop edition | 2026-10-29
1.0 d | 197 | 197.0 | |
@@ -146,53 +146,53 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
A fast code editor you can share with others
`Developer Tools` | +396 | 56.6 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Blazing-fast Python package manager
`Developer Tools` | +343 | 49.0 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
One tool for all your dev tool versions
`Developer Tools` | +287 | 41.0 | 35,557 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
Regex search, faster than grep
`Developer Tools` | +242 | 34.6 | 69,561 | |
-| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
All-in-one JavaScript runtime and toolkit
`Developer Tools` | +161 | 23.0 | 96,468 | |
-| 6 | [cli/cli](https://github.com/cli/cli)
GitHub in your terminal, from GitHub itself
`Developer Tools` | +111 | 15.9 | 46,801 | |
-| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
Modal editor with LSP built in
`Developer Tools` | +93 | 13.3 | 46,733 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Fast formatter and linter for web code
`Developer Tools` | +55 | 7.9 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
Opens fast, and you can code together with others
`Developer Tools` | +396 | 56.6 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Install Python packages without the wait
`Developer Tools` | +343 | 49.0 | 91,352 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
Every language version, managed by one tool
`Developer Tools` | +287 | 41.0 | 35,557 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
Search a whole folder for text, faster than grep
`Developer Tools` | +242 | 34.6 | 69,561 | |
+| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
Run, bundle, test, install: one tool does it all
`Developer Tools` | +161 | 23.0 | 96,468 | |
+| 6 | [cli/cli](https://github.com/cli/cli)
Handle GitHub from the command line, no browser
`Developer Tools` | +111 | 15.9 | 46,801 | |
+| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
No pile of plugins: completion and highlighting built in
`Developer Tools` | +93 | 13.3 | 46,733 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Format and check web code with one tool
`Developer Tools` | +55 | 7.9 | 26,022 | |
### Fastest rising this month (last 30 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
A fast code editor you can share with others
`Developer Tools` | +1,614 | 53.8 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Blazing-fast Python package manager
`Developer Tools` | +1,247 | 41.6 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
One tool for all your dev tool versions
`Developer Tools` | +1,198 | 39.9 | 35,557 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
Regex search, faster than grep
`Developer Tools` | +984 | 32.8 | 69,561 | |
-| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
All-in-one JavaScript runtime and toolkit
`Developer Tools` | +673 | 22.4 | 96,468 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
Modal editor with LSP built in
`Developer Tools` | +468 | 15.6 | 46,733 | |
-| 7 | [cli/cli](https://github.com/cli/cli)
GitHub in your terminal, from GitHub itself
`Developer Tools` | +442 | 14.7 | 46,801 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Fast formatter and linter for web code
`Developer Tools` | +210 | 7.0 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
Opens fast, and you can code together with others
`Developer Tools` | +1,614 | 53.8 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Install Python packages without the wait
`Developer Tools` | +1,247 | 41.6 | 91,352 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
Every language version, managed by one tool
`Developer Tools` | +1,198 | 39.9 | 35,557 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
Search a whole folder for text, faster than grep
`Developer Tools` | +984 | 32.8 | 69,561 | |
+| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
Run, bundle, test, install: one tool does it all
`Developer Tools` | +673 | 22.4 | 96,468 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
No pile of plugins: completion and highlighting built in
`Developer Tools` | +468 | 15.6 | 46,733 | |
+| 7 | [cli/cli](https://github.com/cli/cli)
Handle GitHub from the command line, no browser
`Developer Tools` | +442 | 14.7 | 46,801 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Format and check web code with one tool
`Developer Tools` | +210 | 7.0 | 26,022 | |
### Fastest rising this year (last 365 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
A fast code editor you can share with others
`Developer Tools` | +25,774 | 70.6 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Blazing-fast Python package manager
`Developer Tools` | +21,546 | 59.0 | 91,352 | |
-| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
All-in-one JavaScript runtime and toolkit
`Developer Tools` | +16,581 | 45.4 | 96,468 | |
-| 4 | [jdx/mise](https://github.com/jdx/mise)
One tool for all your dev tool versions
`Developer Tools` | +15,035 | 41.2 | 35,557 | |
-| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
Regex search, faster than grep
`Developer Tools` | +13,351 | 36.6 | 69,561 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
Modal editor with LSP built in
`Developer Tools` | +6,831 | 18.7 | 46,733 | |
-| 7 | [cli/cli](https://github.com/cli/cli)
GitHub in your terminal, from GitHub itself
`Developer Tools` | +6,262 | 17.2 | 46,801 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Fast formatter and linter for web code
`Developer Tools` | +4,610 | 12.6 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
Opens fast, and you can code together with others
`Developer Tools` | +25,774 | 70.6 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Install Python packages without the wait
`Developer Tools` | +21,546 | 59.0 | 91,352 | |
+| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
Run, bundle, test, install: one tool does it all
`Developer Tools` | +16,581 | 45.4 | 96,468 | |
+| 4 | [jdx/mise](https://github.com/jdx/mise)
Every language version, managed by one tool
`Developer Tools` | +15,035 | 41.2 | 35,557 | |
+| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
Search a whole folder for text, faster than grep
`Developer Tools` | +13,351 | 36.6 | 69,561 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
No pile of plugins: completion and highlighting built in
`Developer Tools` | +6,831 | 18.7 | 46,733 | |
+| 7 | [cli/cli](https://github.com/cli/cli)
Handle GitHub from the command line, no browser
`Developer Tools` | +6,262 | 17.2 | 46,801 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Format and check web code with one tool
`Developer Tools` | +4,610 | 12.6 | 26,022 | |
### Total stars (all time)
| # | Project | Total stars | Star history |
|---|---|---:|---|
-| 1 | [oven-sh/bun](https://github.com/oven-sh/bun)
All-in-one JavaScript runtime and toolkit
`Developer Tools` | 96,468 | |
-| 2 | [zed-industries/zed](https://github.com/zed-industries/zed)
A fast code editor you can share with others
`Developer Tools` | 92,406 | |
-| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
Blazing-fast Python package manager
`Developer Tools` | 91,352 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
Regex search, faster than grep
`Developer Tools` | 69,561 | |
-| 5 | [cli/cli](https://github.com/cli/cli)
GitHub in your terminal, from GitHub itself
`Developer Tools` | 46,801 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
Modal editor with LSP built in
`Developer Tools` | 46,733 | |
-| 7 | [jdx/mise](https://github.com/jdx/mise)
One tool for all your dev tool versions
`Developer Tools` | 35,557 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Fast formatter and linter for web code
`Developer Tools` | 26,022 | |
+| 1 | [oven-sh/bun](https://github.com/oven-sh/bun)
Run, bundle, test, install: one tool does it all
`Developer Tools` | 96,468 | |
+| 2 | [zed-industries/zed](https://github.com/zed-industries/zed)
Opens fast, and you can code together with others
`Developer Tools` | 92,406 | |
+| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
Install Python packages without the wait
`Developer Tools` | 91,352 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
Search a whole folder for text, faster than grep
`Developer Tools` | 69,561 | |
+| 5 | [cli/cli](https://github.com/cli/cli)
Handle GitHub from the command line, no browser
`Developer Tools` | 46,801 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
No pile of plugins: completion and highlighting built in
`Developer Tools` | 46,733 | |
+| 7 | [jdx/mise](https://github.com/jdx/mise)
Every language version, managed by one tool
`Developer Tools` | 35,557 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Format and check web code with one tool
`Developer Tools` | 26,022 | |
## Security
@@ -202,60 +202,60 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Created (UTC) | Total stars | Stars/day | Star history |
|---|---|---|---:|---:|---|
-| 1 | [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one)
Free OSINT: search people across 3,100+ sites | 2026-10-28
2.4 d | 316 | 134.2 | |
-| 2 | [thomasunise/argus](https://github.com/thomasunise/argus)
Open-source agentic security operations platform | 2026-10-24
5.7 d | 114 | 20.1 | |
+| 1 | [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one)
Search a person across 3,100+ public sites, free | 2026-10-28
2.4 d | 316 | 134.2 | |
+| 2 | [thomasunise/argus](https://github.com/thomasunise/argus)
A security operations platform run by agents, open source | 2026-10-24
5.7 d | 114 | 20.1 | |
### Fastest rising this week (last 7 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
One scanner for containers and code repos
`Security` | +229 | 32.7 | 38,849 | |
-| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
Fast vulnerability scanner driven by YAML templates
`Security` | +226 | 32.3 | 32,453 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
Fast code scanning to catch bugs
`Security` | +163 | 23.3 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
Short, practical security best practices
`Security` | +95 | 13.6 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
Check your dependencies for known vulnerabilities
`Security` | +85 | 12.1 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
Scan container images for vulnerabilities
`Security` | +57 | 8.1 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
Spot suspicious activity in the cloud at runtime
`Security` | +34 | 4.9 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Find insecure patterns in your Go code
`Security` | +14 | 2.0 | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
Scan containers and code repos for security issues at once
`Security` | +229 | 32.7 | 38,849 | |
+| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
Write one template, scan for vulnerabilities in bulk
`Security` | +226 | 32.3 | 32,453 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
Catch the problems in your code before you commit
`Security` | +163 | 23.3 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
How to do security right? These pages are enough
`Security` | +95 | 13.6 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
Are your dependencies safe? One scan tells you
`Security` | +85 | 12.1 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
Check an image for vulnerabilities before it goes live
`Security` | +57 | 8.1 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
Know the moment something odd happens in the cloud
`Security` | +34 | 4.9 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Spot risky patterns in your Go code early
`Security` | +14 | 2.0 | 8,992 | |
### Fastest rising this month (last 30 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
Fast vulnerability scanner driven by YAML templates
`Security` | +892 | 29.7 | 32,453 | |
-| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
One scanner for containers and code repos
`Security` | +768 | 25.6 | 38,849 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
Fast code scanning to catch bugs
`Security` | +576 | 19.2 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
Short, practical security best practices
`Security` | +479 | 16.0 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
Check your dependencies for known vulnerabilities
`Security` | +227 | 7.6 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
Scan container images for vulnerabilities
`Security` | +200 | 6.7 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
Spot suspicious activity in the cloud at runtime
`Security` | +121 | 4.0 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Find insecure patterns in your Go code
`Security` | +42 | 1.4 | 8,992 | |
+| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
Write one template, scan for vulnerabilities in bulk
`Security` | +892 | 29.7 | 32,453 | |
+| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
Scan containers and code repos for security issues at once
`Security` | +768 | 25.6 | 38,849 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
Catch the problems in your code before you commit
`Security` | +576 | 19.2 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
How to do security right? These pages are enough
`Security` | +479 | 16.0 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
Are your dependencies safe? One scan tells you
`Security` | +227 | 7.6 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
Check an image for vulnerabilities before it goes live
`Security` | +200 | 6.7 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
Know the moment something odd happens in the cloud
`Security` | +121 | 4.0 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Spot risky patterns in your Go code early
`Security` | +42 | 1.4 | 8,992 | |
### Fastest rising this year (last 365 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
One scanner for containers and code repos
`Security` | +10,099 | 27.7 | 38,849 | |
-| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
Fast vulnerability scanner driven by YAML templates
`Security` | +7,574 | 20.8 | 32,453 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
Fast code scanning to catch bugs
`Security` | +4,347 | 11.9 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
Short, practical security best practices
`Security` | +3,498 | 9.6 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
Check your dependencies for known vulnerabilities
`Security` | +3,473 | 9.5 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
Scan container images for vulnerabilities
`Security` | +2,359 | 6.5 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
Spot suspicious activity in the cloud at runtime
`Security` | +1,265 | 3.5 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Find insecure patterns in your Go code
`Security` | +562 | 1.5 | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
Scan containers and code repos for security issues at once
`Security` | +10,099 | 27.7 | 38,849 | |
+| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
Write one template, scan for vulnerabilities in bulk
`Security` | +7,574 | 20.8 | 32,453 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
Catch the problems in your code before you commit
`Security` | +4,347 | 11.9 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
How to do security right? These pages are enough
`Security` | +3,498 | 9.6 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
Are your dependencies safe? One scan tells you
`Security` | +3,473 | 9.5 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
Check an image for vulnerabilities before it goes live
`Security` | +2,359 | 6.5 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
Know the moment something odd happens in the cloud
`Security` | +1,265 | 3.5 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Spot risky patterns in your Go code early
`Security` | +562 | 1.5 | 8,992 | |
### Total stars (all time)
| # | Project | Total stars | Star history |
|---|---|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
One scanner for containers and code repos
`Security` | 38,849 | |
-| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
Short, practical security best practices
`Security` | 33,798 | |
-| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
Fast vulnerability scanner driven by YAML templates
`Security` | 32,453 | |
-| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
Fast code scanning to catch bugs
`Security` | 17,352 | |
-| 5 | [anchore/grype](https://github.com/anchore/grype)
Scan container images for vulnerabilities
`Security` | 13,141 | |
-| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
Check your dependencies for known vulnerabilities
`Security` | 11,326 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
Spot suspicious activity in the cloud at runtime
`Security` | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Find insecure patterns in your Go code
`Security` | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
Scan containers and code repos for security issues at once
`Security` | 38,849 | |
+| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
How to do security right? These pages are enough
`Security` | 33,798 | |
+| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
Write one template, scan for vulnerabilities in bulk
`Security` | 32,453 | |
+| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
Catch the problems in your code before you commit
`Security` | 17,352 | |
+| 5 | [anchore/grype](https://github.com/anchore/grype)
Check an image for vulnerabilities before it goes live
`Security` | 13,141 | |
+| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
Are your dependencies safe? One scan tells you
`Security` | 11,326 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
Know the moment something odd happens in the cloud
`Security` | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Spot risky patterns in your Go code early
`Security` | 8,992 | |
## Web / Frontend
@@ -265,63 +265,63 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Created (UTC) | Total stars | Stars/day | Star history |
|---|---|---|---:|---:|---|
-| 1 | [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas)
Illustrated IELTS vocabulary, 7,298 words | 2026-10-25
5.0 d | 3,297 | 658.3 | |
-| 2 | [D3voz/openjutsu](https://github.com/D3voz/openjutsu)
One-click character swap in videos, run locally | 2026-10-26
3.8 d | 440 | 116.2 | |
-| 3 | [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes)
Voice recorder workbench: transcribe, sort, search | 2026-10-28
1.8 d | 106 | 58.0 | |
-| 4 | [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion)
Animated I Ching hexagrams, made entirely in code | 2026-10-27
3.3 d | 154 | 46.8 | |
-| 5 | [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate)
Smart McDonald's meal pairing from live menu data | 2026-10-24
5.8 d | 128 | 21.9 | |
+| 1 | [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas)
IELTS words with pictures and audio, 7,298 of them | 2026-10-25
5.0 d | 3,297 | 658.3 | |
+| 2 | [D3voz/openjutsu](https://github.com/D3voz/openjutsu)
Swap a character in a video with one click, run locally | 2026-10-26
3.8 d | 440 | 116.2 | |
+| 3 | [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes)
Turn voice-recorder files into notes you can search | 2026-10-28
1.8 d | 106 | 58.0 | |
+| 4 | [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion)
The 64 I Ching hexagrams as animation, all in code | 2026-10-27
3.3 d | 154 | 46.8 | |
+| 5 | [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate)
Pair a McDonald's meal from live menu and nutrition data | 2026-10-24
5.8 d | 128 | 21.9 | |
### Fastest rising this week (last 7 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Beautiful components you copy into your app
`Web / Frontend` | +723 | 103.3 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
Build web and native UIs
`Web / Frontend` | +343 | 49.0 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
Content sites that ship less JavaScript
`Web / Frontend` | +211 | 30.1 | 63,603 | |
-| 4 | [vercel/next.js](https://github.com/vercel/next.js)
The React framework for full-stack web apps
`Web / Frontend` | +175 | 25.0 | 143,204 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
Web apps with the framework compiled away
`Web / Frontend` | +123 | 17.6 | 88,491 | |
-| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
Build custom designs with utility CSS classes
`Web / Frontend` | +108 | 15.4 | 98,015 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
The progressive JavaScript framework
`Web / Frontend` | +103 | 14.7 | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
Async state management for React, Vue and more
`Web / Frontend` | +49 | 7.0 | 50,497 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Good-looking components: copy them in and use them
`Web / Frontend` | +723 | 103.3 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
Web and app screens, built the same way
`Web / Frontend` | +343 | 49.0 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
Content sites with less script open lighter
`Web / Frontend` | +211 | 30.1 | 63,603 | |
+| 4 | [vercel/next.js](https://github.com/vercel/next.js)
Build a whole site with React, front to back
`Web / Frontend` | +175 | 25.0 | 143,204 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
You write a framework, visitors get a light page
`Web / Frontend` | +123 | 17.6 | 88,491 | |
+| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
Custom designs without writing a pile of CSS
`Web / Frontend` | +108 | 15.4 | 98,015 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
Start with one small page, learn only what you use
`Web / Frontend` | +103 | 14.7 | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
Fetching data and caching it? Leave it to this
`Web / Frontend` | +49 | 7.0 | 50,497 | |
### Fastest rising this month (last 30 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Beautiful components you copy into your app
`Web / Frontend` | +2,537 | 84.6 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
Build web and native UIs
`Web / Frontend` | +1,581 | 52.7 | 251,753 | |
-| 3 | [vercel/next.js](https://github.com/vercel/next.js)
The React framework for full-stack web apps
`Web / Frontend` | +823 | 27.4 | 143,204 | |
-| 4 | [withastro/astro](https://github.com/withastro/astro)
Content sites that ship less JavaScript
`Web / Frontend` | +790 | 26.3 | 63,603 | |
-| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
Build custom designs with utility CSS classes
`Web / Frontend` | +484 | 16.1 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
Web apps with the framework compiled away
`Web / Frontend` | +462 | 15.4 | 88,491 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
The progressive JavaScript framework
`Web / Frontend` | +408 | 13.6 | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
Async state management for React, Vue and more
`Web / Frontend` | +201 | 6.7 | 50,497 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Good-looking components: copy them in and use them
`Web / Frontend` | +2,537 | 84.6 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
Web and app screens, built the same way
`Web / Frontend` | +1,581 | 52.7 | 251,753 | |
+| 3 | [vercel/next.js](https://github.com/vercel/next.js)
Build a whole site with React, front to back
`Web / Frontend` | +823 | 27.4 | 143,204 | |
+| 4 | [withastro/astro](https://github.com/withastro/astro)
Content sites with less script open lighter
`Web / Frontend` | +790 | 26.3 | 63,603 | |
+| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
Custom designs without writing a pile of CSS
`Web / Frontend` | +484 | 16.1 | 98,015 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
You write a framework, visitors get a light page
`Web / Frontend` | +462 | 15.4 | 88,491 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
Start with one small page, learn only what you use
`Web / Frontend` | +408 | 13.6 | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
Fetching data and caching it? Leave it to this
`Web / Frontend` | +201 | 6.7 | 50,497 | |
### Fastest rising this year (last 365 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Beautiful components you copy into your app
`Web / Frontend` | +30,284 | 83.0 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
Build web and native UIs
`Web / Frontend` | +15,179 | 41.6 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
Content sites that ship less JavaScript
`Web / Frontend` | +10,483 | 28.7 | 63,603 | |
-| 4 | [vercel/next.js](https://github.com/vercel/next.js)
The React framework for full-stack web apps
`Web / Frontend` | +10,352 | 28.4 | 143,204 | |
-| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
Build custom designs with utility CSS classes
`Web / Frontend` | +8,536 | 23.4 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
Web apps with the framework compiled away
`Web / Frontend` | +5,260 | 14.4 | 88,491 | |
-| 7 | [tanstack/query](https://github.com/tanstack/query)
Async state management for React, Vue and more
`Web / Frontend` | +3,870 | 10.6 | 50,497 | |
-| 8 | [vuejs/core](https://github.com/vuejs/core)
The progressive JavaScript framework
`Web / Frontend` | +3,622 | 9.9 | 54,798 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Good-looking components: copy them in and use them
`Web / Frontend` | +30,284 | 83.0 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
Web and app screens, built the same way
`Web / Frontend` | +15,179 | 41.6 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
Content sites with less script open lighter
`Web / Frontend` | +10,483 | 28.7 | 63,603 | |
+| 4 | [vercel/next.js](https://github.com/vercel/next.js)
Build a whole site with React, front to back
`Web / Frontend` | +10,352 | 28.4 | 143,204 | |
+| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
Custom designs without writing a pile of CSS
`Web / Frontend` | +8,536 | 23.4 | 98,015 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
You write a framework, visitors get a light page
`Web / Frontend` | +5,260 | 14.4 | 88,491 | |
+| 7 | [tanstack/query](https://github.com/tanstack/query)
Fetching data and caching it? Leave it to this
`Web / Frontend` | +3,870 | 10.6 | 50,497 | |
+| 8 | [vuejs/core](https://github.com/vuejs/core)
Start with one small page, learn only what you use
`Web / Frontend` | +3,622 | 9.9 | 54,798 | |
### Total stars (all time)
| # | Project | Total stars | Star history |
|---|---|---:|---|
-| 1 | [facebook/react](https://github.com/facebook/react)
Build web and native UIs
`Web / Frontend` | 251,753 | |
-| 2 | [vercel/next.js](https://github.com/vercel/next.js)
The React framework for full-stack web apps
`Web / Frontend` | 143,204 | |
-| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Beautiful components you copy into your app
`Web / Frontend` | 126,937 | |
-| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
Build custom designs with utility CSS classes
`Web / Frontend` | 98,015 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
Web apps with the framework compiled away
`Web / Frontend` | 88,491 | |
-| 6 | [withastro/astro](https://github.com/withastro/astro)
Content sites that ship less JavaScript
`Web / Frontend` | 63,603 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
The progressive JavaScript framework
`Web / Frontend` | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
Async state management for React, Vue and more
`Web / Frontend` | 50,497 | |
+| 1 | [facebook/react](https://github.com/facebook/react)
Web and app screens, built the same way
`Web / Frontend` | 251,753 | |
+| 2 | [vercel/next.js](https://github.com/vercel/next.js)
Build a whole site with React, front to back
`Web / Frontend` | 143,204 | |
+| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Good-looking components: copy them in and use them
`Web / Frontend` | 126,937 | |
+| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
Custom designs without writing a pile of CSS
`Web / Frontend` | 98,015 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
You write a framework, visitors get a light page
`Web / Frontend` | 88,491 | |
+| 6 | [withastro/astro](https://github.com/withastro/astro)
Content sites with less script open lighter
`Web / Frontend` | 63,603 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
Start with one small page, learn only what you use
`Web / Frontend` | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
Fetching data and caching it? Leave it to this
`Web / Frontend` | 50,497 | |
## Infrastructure
@@ -331,60 +331,60 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Created (UTC) | Total stars | Stars/day | Star history |
|---|---|---|---:|---:|---|
-| 1 | [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur)
Self-hosted PaaS on your own Kubernetes | 2026-10-24
6.0 d | 551 | 91.1 | |
-| 2 | [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow)
End-to-end DevOps TaskFlow API | 2026-10-25
4.7 d | 121 | 25.8 | |
+| 1 | [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur)
Run your own PaaS on your own Kubernetes | 2026-10-24
6.0 d | 551 | 91.1 | |
+| 2 | [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow)
An end-to-end DevOps API, start to finish | 2026-10-25
4.7 d | 121 | 25.8 | |
### Fastest rising this week (last 7 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
Web server with automatic HTTPS
`Infrastructure` | +309 | 44.1 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
Production-grade container orchestration
`Infrastructure` | +207 | 29.6 | 128,522 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
Open observability for metrics, logs and traces
`Infrastructure` | +184 | 26.3 | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
Systems monitoring and alerting toolkit
`Infrastructure` | +182 | 26.0 | 66,853 | |
-| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Manage cloud infrastructure as code
`Infrastructure` | +114 | 16.3 | 50,087 | |
-| 6 | [docker/compose](https://github.com/docker/compose)
Define and run multi-container apps
`Infrastructure` | +114 | 16.3 | 38,525 | |
-| 7 | [traefik/traefik](https://github.com/traefik/traefik)
Cloud-native reverse proxy and load balancer
`Infrastructure` | +108 | 15.4 | 65,414 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
Infrastructure as code in real programming languages
`Infrastructure` | +32 | 4.6 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
Set up a web server with HTTPS configured for you
`Infrastructure` | +309 | 44.1 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
Lots of containers? Leave deploying and scaling to it
`Infrastructure` | +207 | 29.6 | 128,522 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
Metrics, logs and traces on one dashboard
`Infrastructure` | +184 | 26.3 | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
When the system breaks, the alert finds you first
`Infrastructure` | +182 | 26.0 | 66,853 | |
+| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Write cloud resources as code, every change on record
`Infrastructure` | +114 | 16.3 | 50,087 | |
+| 6 | [docker/compose](https://github.com/docker/compose)
Put many containers in one file and run them together
`Infrastructure` | +114 | 16.3 | 38,525 | |
+| 7 | [traefik/traefik](https://github.com/traefik/traefik)
With many services, traffic gets sorted automatically
`Infrastructure` | +108 | 15.4 | 65,414 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
Manage cloud resources in a language you already know
`Infrastructure` | +32 | 4.6 | 25,832 | |
### Fastest rising this month (last 30 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
Web server with automatic HTTPS
`Infrastructure` | +2,503 | 83.4 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
Production-grade container orchestration
`Infrastructure` | +865 | 28.8 | 128,522 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
Open observability for metrics, logs and traces
`Infrastructure` | +760 | 25.3 | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
Systems monitoring and alerting toolkit
`Infrastructure` | +702 | 23.4 | 66,853 | |
-| 5 | [traefik/traefik](https://github.com/traefik/traefik)
Cloud-native reverse proxy and load balancer
`Infrastructure` | +489 | 16.3 | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Manage cloud infrastructure as code
`Infrastructure` | +397 | 13.2 | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
Define and run multi-container apps
`Infrastructure` | +333 | 11.1 | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
Infrastructure as code in real programming languages
`Infrastructure` | +135 | 4.5 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
Set up a web server with HTTPS configured for you
`Infrastructure` | +2,503 | 83.4 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
Lots of containers? Leave deploying and scaling to it
`Infrastructure` | +865 | 28.8 | 128,522 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
Metrics, logs and traces on one dashboard
`Infrastructure` | +760 | 25.3 | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
When the system breaks, the alert finds you first
`Infrastructure` | +702 | 23.4 | 66,853 | |
+| 5 | [traefik/traefik](https://github.com/traefik/traefik)
With many services, traffic gets sorted automatically
`Infrastructure` | +489 | 16.3 | 65,414 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Write cloud resources as code, every change on record
`Infrastructure` | +397 | 13.2 | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
Put many containers in one file and run them together
`Infrastructure` | +333 | 11.1 | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
Manage cloud resources in a language you already know
`Infrastructure` | +135 | 4.5 | 25,832 | |
### Fastest rising this year (last 365 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
Web server with automatic HTTPS
`Infrastructure` | +11,844 | 32.4 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
Production-grade container orchestration
`Infrastructure` | +11,558 | 31.7 | 128,522 | |
-| 3 | [traefik/traefik](https://github.com/traefik/traefik)
Cloud-native reverse proxy and load balancer
`Infrastructure` | +8,750 | 24.0 | 65,414 | |
-| 4 | [grafana/grafana](https://github.com/grafana/grafana)
Open observability for metrics, logs and traces
`Infrastructure` | +7,871 | 21.6 | 77,585 | |
-| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
Systems monitoring and alerting toolkit
`Infrastructure` | +6,537 | 17.9 | 66,853 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Manage cloud infrastructure as code
`Infrastructure` | +3,760 | 10.3 | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
Define and run multi-container apps
`Infrastructure` | +2,590 | 7.1 | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
Infrastructure as code in real programming languages
`Infrastructure` | +2,089 | 5.7 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
Set up a web server with HTTPS configured for you
`Infrastructure` | +11,844 | 32.4 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
Lots of containers? Leave deploying and scaling to it
`Infrastructure` | +11,558 | 31.7 | 128,522 | |
+| 3 | [traefik/traefik](https://github.com/traefik/traefik)
With many services, traffic gets sorted automatically
`Infrastructure` | +8,750 | 24.0 | 65,414 | |
+| 4 | [grafana/grafana](https://github.com/grafana/grafana)
Metrics, logs and traces on one dashboard
`Infrastructure` | +7,871 | 21.6 | 77,585 | |
+| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
When the system breaks, the alert finds you first
`Infrastructure` | +6,537 | 17.9 | 66,853 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Write cloud resources as code, every change on record
`Infrastructure` | +3,760 | 10.3 | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
Put many containers in one file and run them together
`Infrastructure` | +2,590 | 7.1 | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
Manage cloud resources in a language you already know
`Infrastructure` | +2,089 | 5.7 | 25,832 | |
### Total stars (all time)
| # | Project | Total stars | Star history |
|---|---|---:|---|
-| 1 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
Production-grade container orchestration
`Infrastructure` | 128,522 | |
-| 2 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
Web server with automatic HTTPS
`Infrastructure` | 78,552 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
Open observability for metrics, logs and traces
`Infrastructure` | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
Systems monitoring and alerting toolkit
`Infrastructure` | 66,853 | |
-| 5 | [traefik/traefik](https://github.com/traefik/traefik)
Cloud-native reverse proxy and load balancer
`Infrastructure` | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Manage cloud infrastructure as code
`Infrastructure` | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
Define and run multi-container apps
`Infrastructure` | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
Infrastructure as code in real programming languages
`Infrastructure` | 25,832 | |
+| 1 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
Lots of containers? Leave deploying and scaling to it
`Infrastructure` | 128,522 | |
+| 2 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
Set up a web server with HTTPS configured for you
`Infrastructure` | 78,552 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
Metrics, logs and traces on one dashboard
`Infrastructure` | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
When the system breaks, the alert finds you first
`Infrastructure` | 66,853 | |
+| 5 | [traefik/traefik](https://github.com/traefik/traefik)
With many services, traffic gets sorted automatically
`Infrastructure` | 65,414 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Write cloud resources as code, every change on record
`Infrastructure` | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
Put many containers in one file and run them together
`Infrastructure` | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
Manage cloud resources in a language you already know
`Infrastructure` | 25,832 | |
## Design / Creative
@@ -398,53 +398,53 @@ No new repo met the criteria in this run.
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
A virtual whiteboard with a hand-drawn look
`Design / Creative` | +459 | 65.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Open-source design and prototyping for teams
`Design / Creative` | +379 | 54.1 | 61,862 | |
-| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
Clean, consistent icons made by the community
`Design / Creative` | +173 | 24.7 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
A diagram and whiteboard app
`Design / Creative` | +145 | 20.7 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
The most popular Tailwind CSS component library
`Design / Creative` | +69 | 9.9 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
A flexible icon family for any interface
`Design / Creative` | +43 | 6.1 | 7,743 | |
-| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
Play After Effects animations on the web
`Design / Creative` | +33 | 4.7 | 32,290 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
Play After Effects animations in iOS apps
`Design / Creative` | +0 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
Open it and draw, like sketching on paper
`Design / Creative` | +459 | 65.6 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Design and prototype as a team, with open source
`Design / Creative` | +379 | 54.1 | 61,862 | |
+| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
One icon set in one style, ready to use
`Design / Creative` | +173 | 24.7 | 25,390 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
Flowcharts and diagrams, drag and done
`Design / Creative` | +145 | 20.7 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Using Tailwind? Ready-made components to pick from
`Design / Creative` | +69 | 9.9 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
One icon family for screens, diagrams and slides
`Design / Creative` | +43 | 6.1 | 7,743 | |
+| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
Drop After Effects animations straight into web pages
`Design / Creative` | +33 | 4.7 | 32,290 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
Drop After Effects animations straight into iOS
`Design / Creative` | +0 | 0.0 | 43 | |
### Fastest rising this month (last 30 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
A virtual whiteboard with a hand-drawn look
`Design / Creative` | +1,937 | 64.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Open-source design and prototyping for teams
`Design / Creative` | +1,505 | 50.2 | 61,862 | |
-| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
Clean, consistent icons made by the community
`Design / Creative` | +646 | 21.5 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
A diagram and whiteboard app
`Design / Creative` | +613 | 20.4 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
The most popular Tailwind CSS component library
`Design / Creative` | +274 | 9.1 | 42,707 | |
-| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
Play After Effects animations on the web
`Design / Creative` | +189 | 6.3 | 32,290 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
A flexible icon family for any interface
`Design / Creative` | +183 | 6.1 | 7,743 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
Play After Effects animations in iOS apps
`Design / Creative` | +0 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
Open it and draw, like sketching on paper
`Design / Creative` | +1,937 | 64.6 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Design and prototype as a team, with open source
`Design / Creative` | +1,505 | 50.2 | 61,862 | |
+| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
One icon set in one style, ready to use
`Design / Creative` | +646 | 21.5 | 25,390 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
Flowcharts and diagrams, drag and done
`Design / Creative` | +613 | 20.4 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Using Tailwind? Ready-made components to pick from
`Design / Creative` | +274 | 9.1 | 42,707 | |
+| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
Drop After Effects animations straight into web pages
`Design / Creative` | +189 | 6.3 | 32,290 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
One icon family for screens, diagrams and slides
`Design / Creative` | +183 | 6.1 | 7,743 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
Drop After Effects animations straight into iOS
`Design / Creative` | +0 | 0.0 | 43 | |
### Fastest rising this year (last 365 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
A virtual whiteboard with a hand-drawn look
`Design / Creative` | +26,967 | 73.9 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Open-source design and prototyping for teams
`Design / Creative` | +21,637 | 59.3 | 61,862 | |
-| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
A diagram and whiteboard app
`Design / Creative` | +6,446 | 17.7 | 9,075 | |
-| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
Clean, consistent icons made by the community
`Design / Creative` | +6,210 | 17.0 | 25,390 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
The most popular Tailwind CSS component library
`Design / Creative` | +4,240 | 11.6 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
A flexible icon family for any interface
`Design / Creative` | +2,191 | 6.0 | 7,743 | |
-| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
Play After Effects animations on the web
`Design / Creative` | +1,055 | 2.9 | 32,290 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
Play After Effects animations in iOS apps
`Design / Creative` | +1 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
Open it and draw, like sketching on paper
`Design / Creative` | +26,967 | 73.9 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Design and prototype as a team, with open source
`Design / Creative` | +21,637 | 59.3 | 61,862 | |
+| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
Flowcharts and diagrams, drag and done
`Design / Creative` | +6,446 | 17.7 | 9,075 | |
+| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
One icon set in one style, ready to use
`Design / Creative` | +6,210 | 17.0 | 25,390 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Using Tailwind? Ready-made components to pick from
`Design / Creative` | +4,240 | 11.6 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
One icon family for screens, diagrams and slides
`Design / Creative` | +2,191 | 6.0 | 7,743 | |
+| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
Drop After Effects animations straight into web pages
`Design / Creative` | +1,055 | 2.9 | 32,290 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
Drop After Effects animations straight into iOS
`Design / Creative` | +1 | 0.0 | 43 | |
### Total stars (all time)
| # | Project | Total stars | Star history |
|---|---|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
A virtual whiteboard with a hand-drawn look
`Design / Creative` | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Open-source design and prototyping for teams
`Design / Creative` | 61,862 | |
-| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
The most popular Tailwind CSS component library
`Design / Creative` | 42,707 | |
-| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
Play After Effects animations on the web
`Design / Creative` | 32,290 | |
-| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
Clean, consistent icons made by the community
`Design / Creative` | 25,390 | |
-| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
A diagram and whiteboard app
`Design / Creative` | 9,075 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
A flexible icon family for any interface
`Design / Creative` | 7,743 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
Play After Effects animations in iOS apps
`Design / Creative` | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
Open it and draw, like sketching on paper
`Design / Creative` | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Design and prototype as a team, with open source
`Design / Creative` | 61,862 | |
+| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Using Tailwind? Ready-made components to pick from
`Design / Creative` | 42,707 | |
+| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
Drop After Effects animations straight into web pages
`Design / Creative` | 32,290 | |
+| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
One icon set in one style, ready to use
`Design / Creative` | 25,390 | |
+| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
Flowcharts and diagrams, drag and done
`Design / Creative` | 9,075 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
One icon family for screens, diagrams and slides
`Design / Creative` | 7,743 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
Drop After Effects animations straight into iOS
`Design / Creative` | 43 | |
## Data
@@ -454,59 +454,59 @@ No new repo met the criteria in this run.
| # | Project | Created (UTC) | Total stars | Stars/day | Star history |
|---|---|---|---:|---:|---|
-| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
The data transformation tool open source deserves | 2026-10-25
5.0 d | 269 | 53.5 | |
+| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
The open-source community's own data transformation tool | 2026-10-25
5.0 d | 269 | 53.5 | |
### Fastest rising this week (last 7 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
A SQL analytics database that runs inside your app
`Data` | +280 | 40.0 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
Open-source database for real-time analytics
`Data` | +135 | 19.3 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
Modern data exploration and charts
`Data` | +127 | 18.1 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
Lightning-fast DataFrames for Rust and Python
`Data` | +77 | 11.0 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
Distributed event streaming platform
`Data` | +70 | 10.0 | 34,100 | |
-| 6 | [apache/arrow](https://github.com/apache/arrow)
Fast in-memory analytics across languages
`Data` | +47 | 6.7 | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Transform warehouse data like a software engineer
`Data` | +42 | 6.0 | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Interactive notebooks for creating and sharing documents
`Data` | +6 | 0.9 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
Run SQL analysis without setting up a database server
`Data` | +280 | 40.0 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
Real-time analysis of huge data, with open source
`Data` | +135 | 19.3 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
Can't make sense of the data? Turn it into charts
`Data` | +127 | 18.1 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
Table data handled fast, no more waiting
`Data` | +77 | 11.0 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
Pass messages between systems, caught reliably
`Data` | +70 | 10.0 | 34,100 | |
+| 6 | [apache/arrow](https://github.com/apache/arrow)
Across languages, the data works as it is
`Data` | +47 | 6.7 | 17,260 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Warehouse SQL with version control and tests
`Data` | +42 | 6.0 | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Code, results and notes together on one page
`Data` | +6 | 0.9 | 13,461 | |
### Fastest rising this month (last 30 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
A SQL analytics database that runs inside your app
`Data` | +932 | 31.1 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
Open-source database for real-time analytics
`Data` | +618 | 20.6 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
Modern data exploration and charts
`Data` | +483 | 16.1 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
Lightning-fast DataFrames for Rust and Python
`Data` | +385 | 12.8 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
Distributed event streaming platform
`Data` | +304 | 10.1 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Transform warehouse data like a software engineer
`Data` | +177 | 5.9 | 14,104 | |
-| 7 | [apache/arrow](https://github.com/apache/arrow)
Fast in-memory analytics across languages
`Data` | +115 | 3.8 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Interactive notebooks for creating and sharing documents
`Data` | +71 | 2.4 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
Run SQL analysis without setting up a database server
`Data` | +932 | 31.1 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
Real-time analysis of huge data, with open source
`Data` | +618 | 20.6 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
Can't make sense of the data? Turn it into charts
`Data` | +483 | 16.1 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
Table data handled fast, no more waiting
`Data` | +385 | 12.8 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
Pass messages between systems, caught reliably
`Data` | +304 | 10.1 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Warehouse SQL with version control and tests
`Data` | +177 | 5.9 | 14,104 | |
+| 7 | [apache/arrow](https://github.com/apache/arrow)
Across languages, the data works as it is
`Data` | +115 | 3.8 | 17,260 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Code, results and notes together on one page
`Data` | +71 | 2.4 | 13,461 | |
### Fastest rising this year (last 365 days)
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
A SQL analytics database that runs inside your app
`Data` | +9,367 | 25.7 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
Open-source database for real-time analytics
`Data` | +7,643 | 20.9 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
Modern data exploration and charts
`Data` | +7,461 | 20.4 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
Lightning-fast DataFrames for Rust and Python
`Data` | +4,866 | 13.3 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
Distributed event streaming platform
`Data` | +3,302 | 9.0 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Transform warehouse data like a software engineer
`Data` | +2,470 | 6.8 | 14,104 | |
-| 7 | [apache/arrow](https://github.com/apache/arrow)
Fast in-memory analytics across languages
`Data` | +1,313 | 3.6 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Interactive notebooks for creating and sharing documents
`Data` | +916 | 2.5 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
Run SQL analysis without setting up a database server
`Data` | +9,367 | 25.7 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
Real-time analysis of huge data, with open source
`Data` | +7,643 | 20.9 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
Can't make sense of the data? Turn it into charts
`Data` | +7,461 | 20.4 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
Table data handled fast, no more waiting
`Data` | +4,866 | 13.3 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
Pass messages between systems, caught reliably
`Data` | +3,302 | 9.0 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Warehouse SQL with version control and tests
`Data` | +2,470 | 6.8 | 14,104 | |
+| 7 | [apache/arrow](https://github.com/apache/arrow)
Across languages, the data works as it is
`Data` | +1,313 | 3.6 | 17,260 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Code, results and notes together on one page
`Data` | +916 | 2.5 | 13,461 | |
### Total stars (all time)
| # | Project | Total stars | Star history |
|---|---|---:|---|
-| 1 | [apache/superset](https://github.com/apache/superset)
Modern data exploration and charts
`Data` | 75,366 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
Open-source database for real-time analytics
`Data` | 50,670 | |
-| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
A SQL analytics database that runs inside your app
`Data` | 42,680 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
Lightning-fast DataFrames for Rust and Python
`Data` | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
Distributed event streaming platform
`Data` | 34,100 | |
-| 6 | [apache/arrow](https://github.com/apache/arrow)
Fast in-memory analytics across languages
`Data` | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Transform warehouse data like a software engineer
`Data` | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Interactive notebooks for creating and sharing documents
`Data` | 13,461 | |
+| 1 | [apache/superset](https://github.com/apache/superset)
Can't make sense of the data? Turn it into charts
`Data` | 75,366 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
Real-time analysis of huge data, with open source
`Data` | 50,670 | |
+| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
Run SQL analysis without setting up a database server
`Data` | 42,680 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
Table data handled fast, no more waiting
`Data` | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
Pass messages between systems, caught reliably
`Data` | 34,100 | |
+| 6 | [apache/arrow](https://github.com/apache/arrow)
Across languages, the data works as it is
`Data` | 17,260 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Warehouse SQL with version control and tests
`Data` | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Code, results and notes together on one page
`Data` | 13,461 | |
---
diff --git a/README.zh-Hans.md b/README.zh-Hans.md
index 16b135a..65dba3b 100644
--- a/README.zh-Hans.md
+++ b/README.zh-Hans.md
@@ -50,61 +50,61 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 创建时间（UTC） | 总星标 | 星标/天 | 星标历史 |
|---|---|---|---:|---:|---|
-| 1 | [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner)
关掉国产安卓手机的广告推送 | 2026-10-24
6.1 天 | 4,892 | 798.4 | |
-| 2 | [wangzan101/Mika](https://github.com/wangzan101/Mika)
你手机上的私人 AI 助理 | 2026-10-29
1.0 天 | 284 | 284.0 | |
-| 3 | [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research)
用 AI 查前苏联地区的家谱档案 | 2026-10-25
4.9 天 | 1,280 | 259.1 | |
-| 4 | [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go)
DeepSeek Harness 装进口袋 | 2026-10-25
5.0 天 | 1,187 | 236.4 | |
-| 5 | [qybaihe/bla](https://github.com/qybaihe/bla)
保护你的程序不被 AI 逆向 | 2026-10-25
5.1 天 | 1,072 | 208.8 | |
-| 6 | [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge)
一个人设，通吃多个编程智能体 | 2026-10-25
5.1 天 | 895 | 175.3 | |
-| 7 | [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android)
安卓免 ROOT 跑 DeepSeek Harness | 2026-10-27
2.5 天 | 376 | 147.4 | |
-| 8 | [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan)
一张看懂你代码库的地图 | 2026-10-27
2.9 天 | 410 | 143.4 | |
-| 9 | [patch-gg/anymove](https://github.com/patch-gg/anymove)
用一段 AI 视频做动作捕捉 | 2026-10-27
3.0 天 | 431 | 142.4 | |
-| 10 | [daveebbelaar/bama](https://github.com/daveebbelaar/bama)
用智能体技能造任意 Mac 应用 | 2026-10-24
6.0 天 | 838 | 139.8 | |
+| 1 | [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner)
关掉国产安卓手机里的广告，可还原 | 2026-10-24
6.1 天 | 4,892 | 798.4 | |
+| 2 | [wangzan101/Mika](https://github.com/wangzan101/Mika)
手机上的 AI 助理，替你点 App、上网 | 2026-10-29
1.0 天 | 284 | 284.0 | |
+| 3 | [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research)
查前苏联地区的家谱，让 AI 帮你翻档案 | 2026-10-25
4.9 天 | 1,280 | 259.1 | |
+| 4 | [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go)
DeepSeek Harness 装进手机，遥控电脑 | 2026-10-25
5.0 天 | 1,187 | 236.4 | |
+| 5 | [qybaihe/bla](https://github.com/qybaihe/bla)
不想被 AI 逆向，给程序加层防护 | 2026-10-25
5.1 天 | 1,072 | 208.8 | |
+| 6 | [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge)
一个人设，所有编程智能体通用 | 2026-10-25
5.1 天 | 895 | 175.3 | |
+| 7 | [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android)
手机直接跑 DeepSeek Harness，免 ROOT | 2026-10-27
2.5 天 | 376 | 147.4 | |
+| 8 | [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan)
代码库怎么拼起来的，看这张图 | 2026-10-27
2.9 天 | 410 | 143.4 | |
+| 9 | [patch-gg/anymove](https://github.com/patch-gg/anymove)
一段 AI 视频，给任何生物做动作捕捉 | 2026-10-27
3.0 天 | 431 | 142.4 | |
+| 10 | [daveebbelaar/bama](https://github.com/daveebbelaar/bama)
想做 Mac 应用，让智能体技能来帮你 | 2026-10-24
6.0 天 | 838 | 139.8 | |
### 本周增长最快（近 7 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
让 AI 帮你逆向、复刻任何软件
`人工智能` | +41,593 | 5,941.9 | 409,565 | |
-| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
两个 AI 互相挑代码漏洞
`人工智能` | +13,079 | 1,868.4 | 53,235 | |
-| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek 开源智能体，插件自由拼装
`人工智能` | +7,979 | 1,139.9 | 266,274 | |
-| 4 | [stablyai/orca](https://github.com/stablyai/orca)
多个 AI 编程智能体同台比拼
`人工智能` | +7,519 | 1,074.1 | 110,515 | |
-| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
治好 AI 写代码灌水
`人工智能` | +6,688 | 955.4 | 180,485 | |
-| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
给编程智能体的性能调优套件
`人工智能` | +6,553 | 936.1 | 292,932 | |
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
任意编程智能体，任意模型
`人工智能` | +6,041 | 863.0 | 25,810 | |
-| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
把整个代码库变成一张地图
`人工智能` | +5,783 | 826.1 | 138,983 | |
-| 9 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
像写网页一样做视频
`人工智能` | +5,541 | 791.6 | 75,673 | |
-| 10 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
让 AI 智能体看到整个互联网
`人工智能` | +5,483 | 783.3 | 106,509 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程序，让 AI 讲给你听
`人工智能` | +41,593 | 5,941.9 | 409,565 | |
+| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 写完代码，再请一个 AI 挑刺
`人工智能` | +13,079 | 1,868.4 | 53,235 | |
+| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什么智能体，用插件自己拼
`人工智能` | +7,979 | 1,139.9 | 266,274 | |
+| 4 | [stablyai/orca](https://github.com/stablyai/orca)
几个 AI 一起写，谁好用一眼看出
`人工智能` | +7,519 | 1,074.1 | 110,515 | |
+| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
让 AI 少写废代码，该写的写对
`人工智能` | +6,688 | 955.4 | 180,485 | |
+| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
给编程 AI 加记忆、技能和安全检查
`人工智能` | +6,553 | 936.1 | 292,932 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
编程 AI 换模型，额度用完自动续
`人工智能` | +6,041 | 863.0 | 25,810 | |
+| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
大项目看不过来，先看这张地图
`人工智能` | +5,783 | 826.1 | 138,983 | |
+| 9 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
不会剪辑，写网页一样就能出片
`人工智能` | +5,541 | 791.6 | 75,673 | |
+| 10 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
推特油管小红书，AI 都能帮你搜
`人工智能` | +5,483 | 783.3 | 106,509 | |
### 本月增长最快（近 30 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
让 AI 帮你逆向、复刻任何软件
`人工智能` | +408,693 | 13,623.1 | 409,565 | |
-| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
治好 AI 写代码灌水
`人工智能` | +33,133 | 1,104.4 | 180,485 | |
-| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
两个 AI 互相挑代码漏洞
`人工智能` | +30,082 | 1,002.7 | 53,235 | |
-| 4 | [stablyai/orca](https://github.com/stablyai/orca)
多个 AI 编程智能体同台比拼
`人工智能` | +29,219 | 974.0 | 110,515 | |
-| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek 开源智能体，插件自由拼装
`人工智能` | +27,143 | 904.8 | 266,274 | |
-| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
给编程智能体的性能调优套件
`人工智能` | +24,768 | 825.6 | 292,932 | |
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
任意编程智能体，任意模型
`人工智能` | +22,600 | 753.3 | 25,810 | |
-| 8 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
像写网页一样做视频
`人工智能` | +21,640 | 721.3 | 75,673 | |
-| 9 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
让 AI 智能体看到整个互联网
`人工智能` | +20,788 | 692.9 | 106,509 | |
-| 10 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
把整个代码库变成一张地图
`人工智能` | +17,170 | 572.3 | 138,983 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程序，让 AI 讲给你听
`人工智能` | +408,693 | 13,623.1 | 409,565 | |
+| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
让 AI 少写废代码，该写的写对
`人工智能` | +33,133 | 1,104.4 | 180,485 | |
+| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 写完代码，再请一个 AI 挑刺
`人工智能` | +30,082 | 1,002.7 | 53,235 | |
+| 4 | [stablyai/orca](https://github.com/stablyai/orca)
几个 AI 一起写，谁好用一眼看出
`人工智能` | +29,219 | 974.0 | 110,515 | |
+| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什么智能体，用插件自己拼
`人工智能` | +27,143 | 904.8 | 266,274 | |
+| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
给编程 AI 加记忆、技能和安全检查
`人工智能` | +24,768 | 825.6 | 292,932 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
编程 AI 换模型，额度用完自动续
`人工智能` | +22,600 | 753.3 | 25,810 | |
+| 8 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
不会剪辑，写网页一样就能出片
`人工智能` | +21,640 | 721.3 | 75,673 | |
+| 9 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
推特油管小红书，AI 都能帮你搜
`人工智能` | +20,788 | 692.9 | 106,509 | |
+| 10 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
大项目看不过来，先看这张地图
`人工智能` | +17,170 | 572.3 | 138,983 | |
### 今年增长最快（近 365 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek 开源智能体，插件自由拼装
`人工智能` | +266,171 | 3,412.4 †
÷78 天 | 266,274 | |
-| 2 | [morluto/rea](https://github.com/morluto/rea)
让 AI 帮你逆向、复刻任何软件
`人工智能` | +409,095 | 2,055.8 †
÷199 天 | 409,565 | |
-| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
治好 AI 写代码灌水
`人工智能` | +180,405 | 1,288.6 †
÷140 天 | 180,485 | |
-| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
真能干活的 AI，数据不出电脑
`人工智能` | +393,398 | 1,157.1 †
÷340 天 | 393,413 | |
-| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
给编程智能体的性能调优套件
`人工智能` | +292,884 | 1,027.7 †
÷285 天 | 292,932 | |
-| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
会自我改进的 AI 智能体
`人工智能` | +258,600 | 708.5 | 258,636 | |
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
任意编程智能体，任意模型
`人工智能` | +25,719 | 695.1 †
÷37 天 | 25,810 | |
-| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
把整个代码库变成一张地图
`人工智能` | +138,922 | 661.5 †
÷210 天 | 138,983 | |
-| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
终端里的免费开源 AI 编程助手
`人工智能` | +194,805 | 533.7 | 223,154 | |
-| 10 | [stablyai/orca](https://github.com/stablyai/orca)
多个 AI 编程智能体同台比拼
`人工智能` | +110,415 | 486.4 †
÷227 天 | 110,515 | |
+| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什么智能体，用插件自己拼
`人工智能` | +266,171 | 3,412.4 †
÷78 天 | 266,274 | |
+| 2 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程序，让 AI 讲给你听
`人工智能` | +409,095 | 2,055.8 †
÷199 天 | 409,565 | |
+| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
让 AI 少写废代码，该写的写对
`人工智能` | +180,405 | 1,288.6 †
÷140 天 | 180,485 | |
+| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI，数据留在本机
`人工智能` | +393,398 | 1,157.1 †
÷340 天 | 393,413 | |
+| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
给编程 AI 加记忆、技能和安全检查
`人工智能` | +292,884 | 1,027.7 †
÷285 天 | 292,932 | |
+| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
越用越会干活的 AI 助手
`人工智能` | +258,600 | 708.5 | 258,636 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
编程 AI 换模型，额度用完自动续
`人工智能` | +25,719 | 695.1 †
÷37 天 | 25,810 | |
+| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
大项目看不过来，先看这张地图
`人工智能` | +138,922 | 661.5 †
÷210 天 | 138,983 | |
+| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
不开浏览器，终端里就有 AI 写代码
`人工智能` | +194,805 | 533.7 | 223,154 | |
+| 10 | [stablyai/orca](https://github.com/stablyai/orca)
几个 AI 一起写，谁好用一眼看出
`人工智能` | +110,415 | 486.4 †
÷227 天 | 110,515 | |
† 该仓库创建时间短于统计窗口，因此“星标/天”按仓库存在的天数（显示在数字下方）计算，而不是按完整窗口。
@@ -112,16 +112,16 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 总星标 | 星标历史 |
|---|---|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
让 AI 帮你逆向、复刻任何软件
`人工智能` | 409,565 | |
-| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
真能干活的 AI，数据不出电脑
`人工智能` | 393,413 | |
-| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
给编程智能体的性能调优套件
`人工智能` | 292,932 | |
-| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek 开源智能体，插件自由拼装
`人工智能` | 266,274 | |
-| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
会自我改进的 AI 智能体
`人工智能` | 258,636 | |
-| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
终端里的免费开源 AI 编程助手
`人工智能` | 223,154 | |
-| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Anthropic 官方智能体技能库
`人工智能` | 184,884 | |
-| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
治好 AI 写代码灌水
`人工智能` | 180,485 | |
-| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
一键切换 AI 编程工具的接口
`人工智能` | 150,238 | |
-| 10 | [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill)
让 AI 做的界面更专业
`人工智能` | 142,715 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程序，让 AI 讲给你听
`人工智能` | 409,565 | |
+| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI，数据留在本机
`人工智能` | 393,413 | |
+| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
给编程 AI 加记忆、技能和安全检查
`人工智能` | 292,932 | |
+| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什么智能体，用插件自己拼
`人工智能` | 266,274 | |
+| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
越用越会干活的 AI 助手
`人工智能` | 258,636 | |
+| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
不开浏览器，终端里就有 AI 写代码
`人工智能` | 223,154 | |
+| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Claude 技能怎么写，照着官方学
`人工智能` | 184,884 | |
+| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
让 AI 少写废代码，该写的写对
`人工智能` | 180,485 | |
+| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
换接口不用改配置，一键切
`人工智能` | 150,238 | |
+| 10 | [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill)
AI 做的界面，看着像专业设计
`人工智能` | 142,715 | |
## 开发者工具
@@ -131,11 +131,11 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 创建时间（UTC） | 总星标 | 星标/天 | 星标历史 |
|---|---|---|---:|---:|---|
-| 1 | [heydeer/pngdeer](https://github.com/heydeer/pngdeer)
图片更小，画面不变 | 2026-10-25
5.2 天 | 371 | 72.1 | |
-| 2 | [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo)
人和智能体都能用的自托管看板 | 2026-10-25
4.9 天 | 188 | 38.4 | |
-| 3 | [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence)
智能体当函数，想法写成程序 | 2026-10-23
6.8 天 | 205 | 30.1 | |
-| 4 | [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates)
每项开发规范只推荐一个工具 | 2026-10-23
6.4 天 | 147 | 22.9 | |
-| 5 | [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night)
授权安全测试用的本地指纹轮换工具 | 2026-10-24
6.1 天 | 122 | 20.0 | |
+| 1 | [heydeer/pngdeer](https://github.com/heydeer/pngdeer)
图片变小，画面不变 | 2026-10-25
5.2 天 | 371 | 72.1 | |
+| 2 | [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo)
人和智能体一起用的看板，装完即用 | 2026-10-25
4.9 天 | 188 | 38.4 | |
+| 3 | [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence)
想法写成程序，智能体当函数用 | 2026-10-23
6.8 天 | 205 | 30.1 | |
+| 4 | [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates)
每项开发规范，只推荐一个工具 | 2026-10-23
6.4 天 | 147 | 22.9 | |
+| 5 | [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night)
授权安全测试用的本地指纹轮换 | 2026-10-24
6.1 天 | 122 | 20.0 | |
| 6 | [UniteCuttlefishBolt/Canva-Pro](https://github.com/UniteCuttlefishBolt/Canva-Pro)
Canva Pro 2026 已解锁安装包 | 2026-10-29
1.0 天 | 296 | 296.0 | |
| 7 | [CaretakerPlain/Whale-Tracker](https://github.com/CaretakerPlain/Whale-Tracker)
Whale Tracker 2026 预激活桌面版 | 2026-10-29
1.0 天 | 197 | 197.0 | |
| 8 | [ScorpionHub17/KMS-Pico](https://github.com/ScorpionHub17/KMS-Pico)
Kms Pico Free 2026 预激活桌面版 | 2026-10-29
1.0 天 | 197 | 197.0 | |
@@ -146,53 +146,53 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
高性能、可多人协作的编辑器
`开发者工具` | +396 | 56.6 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
极快的 Python 包管理器
`开发者工具` | +343 | 49.0 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
一个工具管所有开发工具版本
`开发者工具` | +287 | 41.0 | 35,557 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
比 grep 更快的递归搜索
`开发者工具` | +242 | 34.6 | 69,561 | |
-| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
JavaScript 一站式工具箱
`开发者工具` | +161 | 23.0 | 96,468 | |
-| 6 | [cli/cli](https://github.com/cli/cli)
GitHub 官方命令行工具
`开发者工具` | +111 | 15.9 | 46,801 | |
-| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
自带 LSP 的模态编辑器
`开发者工具` | +93 | 13.3 | 46,733 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
快速的网页代码格式化与检查
`开发者工具` | +55 | 7.9 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
打开就快，还能多人一起写代码
`开发者工具` | +396 | 56.6 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
装 Python 包，不用再干等
`开发者工具` | +343 | 49.0 | 91,352 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
各种语言版本，一个工具管齐
`开发者工具` | +287 | 41.0 | 35,557 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整个目录找文字，比 grep 快
`开发者工具` | +242 | 34.6 | 69,561 | |
+| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
运行打包测试装包，一个工具全包
`开发者工具` | +161 | 23.0 | 96,468 | |
+| 6 | [cli/cli](https://github.com/cli/cli)
不开网页，命令行里处理 GitHub
`开发者工具` | +111 | 15.9 | 46,801 | |
+| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
不装一堆插件，补全高亮都现成
`开发者工具` | +93 | 13.3 | 46,733 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
网页代码格式和检查，一个工具搞定
`开发者工具` | +55 | 7.9 | 26,022 | |
### 本月增长最快（近 30 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
高性能、可多人协作的编辑器
`开发者工具` | +1,614 | 53.8 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
极快的 Python 包管理器
`开发者工具` | +1,247 | 41.6 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
一个工具管所有开发工具版本
`开发者工具` | +1,198 | 39.9 | 35,557 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
比 grep 更快的递归搜索
`开发者工具` | +984 | 32.8 | 69,561 | |
-| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
JavaScript 一站式工具箱
`开发者工具` | +673 | 22.4 | 96,468 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
自带 LSP 的模态编辑器
`开发者工具` | +468 | 15.6 | 46,733 | |
-| 7 | [cli/cli](https://github.com/cli/cli)
GitHub 官方命令行工具
`开发者工具` | +442 | 14.7 | 46,801 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
快速的网页代码格式化与检查
`开发者工具` | +210 | 7.0 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
打开就快，还能多人一起写代码
`开发者工具` | +1,614 | 53.8 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
装 Python 包，不用再干等
`开发者工具` | +1,247 | 41.6 | 91,352 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
各种语言版本，一个工具管齐
`开发者工具` | +1,198 | 39.9 | 35,557 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整个目录找文字，比 grep 快
`开发者工具` | +984 | 32.8 | 69,561 | |
+| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
运行打包测试装包，一个工具全包
`开发者工具` | +673 | 22.4 | 96,468 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不装一堆插件，补全高亮都现成
`开发者工具` | +468 | 15.6 | 46,733 | |
+| 7 | [cli/cli](https://github.com/cli/cli)
不开网页，命令行里处理 GitHub
`开发者工具` | +442 | 14.7 | 46,801 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
网页代码格式和检查，一个工具搞定
`开发者工具` | +210 | 7.0 | 26,022 | |
### 今年增长最快（近 365 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
高性能、可多人协作的编辑器
`开发者工具` | +25,774 | 70.6 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
极快的 Python 包管理器
`开发者工具` | +21,546 | 59.0 | 91,352 | |
-| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
JavaScript 一站式工具箱
`开发者工具` | +16,581 | 45.4 | 96,468 | |
-| 4 | [jdx/mise](https://github.com/jdx/mise)
一个工具管所有开发工具版本
`开发者工具` | +15,035 | 41.2 | 35,557 | |
-| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
比 grep 更快的递归搜索
`开发者工具` | +13,351 | 36.6 | 69,561 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
自带 LSP 的模态编辑器
`开发者工具` | +6,831 | 18.7 | 46,733 | |
-| 7 | [cli/cli](https://github.com/cli/cli)
GitHub 官方命令行工具
`开发者工具` | +6,262 | 17.2 | 46,801 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
快速的网页代码格式化与检查
`开发者工具` | +4,610 | 12.6 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
打开就快，还能多人一起写代码
`开发者工具` | +25,774 | 70.6 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
装 Python 包，不用再干等
`开发者工具` | +21,546 | 59.0 | 91,352 | |
+| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
运行打包测试装包，一个工具全包
`开发者工具` | +16,581 | 45.4 | 96,468 | |
+| 4 | [jdx/mise](https://github.com/jdx/mise)
各种语言版本，一个工具管齐
`开发者工具` | +15,035 | 41.2 | 35,557 | |
+| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整个目录找文字，比 grep 快
`开发者工具` | +13,351 | 36.6 | 69,561 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不装一堆插件，补全高亮都现成
`开发者工具` | +6,831 | 18.7 | 46,733 | |
+| 7 | [cli/cli](https://github.com/cli/cli)
不开网页，命令行里处理 GitHub
`开发者工具` | +6,262 | 17.2 | 46,801 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
网页代码格式和检查，一个工具搞定
`开发者工具` | +4,610 | 12.6 | 26,022 | |
### 总星标数（历史累计）
| # | 项目 | 总星标 | 星标历史 |
|---|---|---:|---|
-| 1 | [oven-sh/bun](https://github.com/oven-sh/bun)
JavaScript 一站式工具箱
`开发者工具` | 96,468 | |
-| 2 | [zed-industries/zed](https://github.com/zed-industries/zed)
高性能、可多人协作的编辑器
`开发者工具` | 92,406 | |
-| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
极快的 Python 包管理器
`开发者工具` | 91,352 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
比 grep 更快的递归搜索
`开发者工具` | 69,561 | |
-| 5 | [cli/cli](https://github.com/cli/cli)
GitHub 官方命令行工具
`开发者工具` | 46,801 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
自带 LSP 的模态编辑器
`开发者工具` | 46,733 | |
-| 7 | [jdx/mise](https://github.com/jdx/mise)
一个工具管所有开发工具版本
`开发者工具` | 35,557 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
快速的网页代码格式化与检查
`开发者工具` | 26,022 | |
+| 1 | [oven-sh/bun](https://github.com/oven-sh/bun)
运行打包测试装包，一个工具全包
`开发者工具` | 96,468 | |
+| 2 | [zed-industries/zed](https://github.com/zed-industries/zed)
打开就快，还能多人一起写代码
`开发者工具` | 92,406 | |
+| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
装 Python 包，不用再干等
`开发者工具` | 91,352 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整个目录找文字，比 grep 快
`开发者工具` | 69,561 | |
+| 5 | [cli/cli](https://github.com/cli/cli)
不开网页，命令行里处理 GitHub
`开发者工具` | 46,801 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不装一堆插件，补全高亮都现成
`开发者工具` | 46,733 | |
+| 7 | [jdx/mise](https://github.com/jdx/mise)
各种语言版本，一个工具管齐
`开发者工具` | 35,557 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
网页代码格式和检查，一个工具搞定
`开发者工具` | 26,022 | |
## 安全
@@ -202,60 +202,60 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 创建时间（UTC） | 总星标 | 星标/天 | 星标历史 |
|---|---|---|---:|---:|---|
-| 1 | [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one)
免费 OSINT：3,100 多个站点查人 | 2026-10-28
2.4 天 | 316 | 134.2 | |
-| 2 | [thomasunise/argus](https://github.com/thomasunise/argus)
开源的智能体式安全运营平台 | 2026-10-24
5.7 天 | 114 | 20.1 | |
+| 1 | [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one)
昵称邮箱电话，查遍 3,100 多个站点 | 2026-10-28
2.4 天 | 316 | 134.2 | |
+| 2 | [thomasunise/argus](https://github.com/thomasunise/argus)
智能体来管安全运营，开源可用 | 2026-10-24
5.7 天 | 114 | 20.1 | |
### 本周增长最快（近 7 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器、代码仓库一站式安全扫描
`安全` | +229 | 32.7 | 38,849 | |
-| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
用 YAML 模板快速扫漏洞
`安全` | +226 | 32.3 | 32,453 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
快速扫描代码，揪出问题
`安全` | +163 | 23.3 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
简明实用的安全最佳实践
`安全` | +95 | 13.6 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
查查依赖有没有已知漏洞
`安全` | +85 | 12.1 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
给容器镜像做漏洞扫描
`安全` | +57 | 8.1 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
实时发现云上异常行为
`安全` | +34 | 4.9 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
给 Go 代码做安全检查
`安全` | +14 | 2.0 | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和代码仓，一次扫完安全问题
`安全` | +229 | 32.7 | 38,849 | |
+| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
写个模板，就能批量扫漏洞
`安全` | +226 | 32.3 | 32,453 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
代码里的问题，提交前先揪出来
`安全` | +163 | 23.3 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全该怎么做，查这几页就够
`安全` | +95 | 13.6 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依赖安不安全，扫一下就知道
`安全` | +85 | 12.1 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
镜像上线前，先查查有没有漏洞
`安全` | +57 | 8.1 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
云上有异常，第一时间知道
`安全` | +34 | 4.9 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 代码里的危险写法，提前查出
`安全` | +14 | 2.0 | 8,992 | |
### 本月增长最快（近 30 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
用 YAML 模板快速扫漏洞
`安全` | +892 | 29.7 | 32,453 | |
-| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器、代码仓库一站式安全扫描
`安全` | +768 | 25.6 | 38,849 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
快速扫描代码，揪出问题
`安全` | +576 | 19.2 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
简明实用的安全最佳实践
`安全` | +479 | 16.0 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
查查依赖有没有已知漏洞
`安全` | +227 | 7.6 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
给容器镜像做漏洞扫描
`安全` | +200 | 6.7 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
实时发现云上异常行为
`安全` | +121 | 4.0 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
给 Go 代码做安全检查
`安全` | +42 | 1.4 | 8,992 | |
+| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
写个模板，就能批量扫漏洞
`安全` | +892 | 29.7 | 32,453 | |
+| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和代码仓，一次扫完安全问题
`安全` | +768 | 25.6 | 38,849 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
代码里的问题，提交前先揪出来
`安全` | +576 | 19.2 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全该怎么做，查这几页就够
`安全` | +479 | 16.0 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依赖安不安全，扫一下就知道
`安全` | +227 | 7.6 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
镜像上线前，先查查有没有漏洞
`安全` | +200 | 6.7 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
云上有异常，第一时间知道
`安全` | +121 | 4.0 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 代码里的危险写法，提前查出
`安全` | +42 | 1.4 | 8,992 | |
### 今年增长最快（近 365 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器、代码仓库一站式安全扫描
`安全` | +10,099 | 27.7 | 38,849 | |
-| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
用 YAML 模板快速扫漏洞
`安全` | +7,574 | 20.8 | 32,453 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
快速扫描代码，揪出问题
`安全` | +4,347 | 11.9 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
简明实用的安全最佳实践
`安全` | +3,498 | 9.6 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
查查依赖有没有已知漏洞
`安全` | +3,473 | 9.5 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
给容器镜像做漏洞扫描
`安全` | +2,359 | 6.5 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
实时发现云上异常行为
`安全` | +1,265 | 3.5 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
给 Go 代码做安全检查
`安全` | +562 | 1.5 | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和代码仓，一次扫完安全问题
`安全` | +10,099 | 27.7 | 38,849 | |
+| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
写个模板，就能批量扫漏洞
`安全` | +7,574 | 20.8 | 32,453 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
代码里的问题，提交前先揪出来
`安全` | +4,347 | 11.9 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全该怎么做，查这几页就够
`安全` | +3,498 | 9.6 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依赖安不安全，扫一下就知道
`安全` | +3,473 | 9.5 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
镜像上线前，先查查有没有漏洞
`安全` | +2,359 | 6.5 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
云上有异常，第一时间知道
`安全` | +1,265 | 3.5 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 代码里的危险写法，提前查出
`安全` | +562 | 1.5 | 8,992 | |
### 总星标数（历史累计）
| # | 项目 | 总星标 | 星标历史 |
|---|---|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器、代码仓库一站式安全扫描
`安全` | 38,849 | |
-| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
简明实用的安全最佳实践
`安全` | 33,798 | |
-| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
用 YAML 模板快速扫漏洞
`安全` | 32,453 | |
-| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
快速扫描代码，揪出问题
`安全` | 17,352 | |
-| 5 | [anchore/grype](https://github.com/anchore/grype)
给容器镜像做漏洞扫描
`安全` | 13,141 | |
-| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
查查依赖有没有已知漏洞
`安全` | 11,326 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
实时发现云上异常行为
`安全` | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
给 Go 代码做安全检查
`安全` | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和代码仓，一次扫完安全问题
`安全` | 38,849 | |
+| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全该怎么做，查这几页就够
`安全` | 33,798 | |
+| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
写个模板，就能批量扫漏洞
`安全` | 32,453 | |
+| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
代码里的问题，提交前先揪出来
`安全` | 17,352 | |
+| 5 | [anchore/grype](https://github.com/anchore/grype)
镜像上线前，先查查有没有漏洞
`安全` | 13,141 | |
+| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依赖安不安全，扫一下就知道
`安全` | 11,326 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
云上有异常，第一时间知道
`安全` | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 代码里的危险写法，提前查出
`安全` | 8,992 | |
## Web / 前端
@@ -265,63 +265,63 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 创建时间（UTC） | 总星标 | 星标/天 | 星标历史 |
|---|---|---|---:|---:|---|
-| 1 | [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas)
带插图的雅思词汇，7,298 词 | 2026-10-25
5.0 天 | 3,297 | 658.3 | |
-| 2 | [D3voz/openjutsu](https://github.com/D3voz/openjutsu)
一键给视频换角色，本地运行 | 2026-10-26
3.8 天 | 440 | 116.2 | |
-| 3 | [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes)
录音笔录音转文字、归类、检索 | 2026-10-28
1.8 天 | 106 | 58.0 | |
-| 4 | [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion)
易经六十四卦动画，纯代码制作 | 2026-10-27
3.3 天 | 154 | 46.8 | |
-| 5 | [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate)
按实时菜单和营养搭麦当劳套餐 | 2026-10-24
5.8 天 | 128 | 21.9 | |
+| 1 | [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas)
雅思单词配图配发音，共 7,298 个 | 2026-10-25
5.0 天 | 3,297 | 658.3 | |
+| 2 | [D3voz/openjutsu](https://github.com/D3voz/openjutsu)
视频换角色，一键在本机完成 | 2026-10-26
3.8 天 | 440 | 116.2 | |
+| 3 | [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes)
录音笔的录音，转成能搜的文字 | 2026-10-28
1.8 天 | 106 | 58.0 | |
+| 4 | [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion)
六十四卦做成动画，全靠代码 | 2026-10-27
3.3 天 | 154 | 46.8 | |
+| 5 | [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate)
吃麦当劳不会搭？按实时菜单和营养来配 | 2026-10-24
5.8 天 | 128 | 21.9 | |
### 本周增长最快（近 7 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，直接复制进项目
`Web / 前端` | +723 | 103.3 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
搭建网页与原生界面的库
`Web / 前端` | +343 | 49.0 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
少发 JavaScript 的内容站框架
`Web / 前端` | +211 | 30.1 | 63,603 | |
-| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React 全栈网页框架
`Web / 前端` | +175 | 25.0 | 143,204 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
把框架编译掉的网页开发
`Web / 前端` | +123 | 17.6 | 88,491 | |
-| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
用工具类快速搭出定制界面
`Web / 前端` | +108 | 15.4 | 98,015 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
渐进式 JavaScript 框架
`Web / 前端` | +103 | 14.7 | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
管好异步数据的状态库
`Web / 前端` | +49 | 7.0 | 50,497 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，复制进来就能用
`Web / 前端` | +723 | 103.3 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
网页和 App 界面，用同一套写
`Web / 前端` | +343 | 49.0 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
内容网站少带脚本，打开更轻快
`Web / 前端` | +211 | 30.1 | 63,603 | |
+| 4 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整网站，从前到后
`Web / 前端` | +175 | 25.0 | 143,204 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
写的是框架，跑的是轻巧网页
`Web / 前端` | +123 | 17.6 | 88,491 | |
+| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不写一大堆 CSS，也能做定制界面
`Web / 前端` | +108 | 15.4 | 98,015 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
从一个小页面开始，用多少学多少
`Web / 前端` | +103 | 14.7 | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
请求数据和缓存，交给它管
`Web / 前端` | +49 | 7.0 | 50,497 | |
### 本月增长最快（近 30 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，直接复制进项目
`Web / 前端` | +2,537 | 84.6 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
搭建网页与原生界面的库
`Web / 前端` | +1,581 | 52.7 | 251,753 | |
-| 3 | [vercel/next.js](https://github.com/vercel/next.js)
React 全栈网页框架
`Web / 前端` | +823 | 27.4 | 143,204 | |
-| 4 | [withastro/astro](https://github.com/withastro/astro)
少发 JavaScript 的内容站框架
`Web / 前端` | +790 | 26.3 | 63,603 | |
-| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
用工具类快速搭出定制界面
`Web / 前端` | +484 | 16.1 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
把框架编译掉的网页开发
`Web / 前端` | +462 | 15.4 | 88,491 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
渐进式 JavaScript 框架
`Web / 前端` | +408 | 13.6 | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
管好异步数据的状态库
`Web / 前端` | +201 | 6.7 | 50,497 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，复制进来就能用
`Web / 前端` | +2,537 | 84.6 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
网页和 App 界面，用同一套写
`Web / 前端` | +1,581 | 52.7 | 251,753 | |
+| 3 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整网站，从前到后
`Web / 前端` | +823 | 27.4 | 143,204 | |
+| 4 | [withastro/astro](https://github.com/withastro/astro)
内容网站少带脚本，打开更轻快
`Web / 前端` | +790 | 26.3 | 63,603 | |
+| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不写一大堆 CSS，也能做定制界面
`Web / 前端` | +484 | 16.1 | 98,015 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
写的是框架，跑的是轻巧网页
`Web / 前端` | +462 | 15.4 | 88,491 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
从一个小页面开始，用多少学多少
`Web / 前端` | +408 | 13.6 | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
请求数据和缓存，交给它管
`Web / 前端` | +201 | 6.7 | 50,497 | |
### 今年增长最快（近 365 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，直接复制进项目
`Web / 前端` | +30,284 | 83.0 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
搭建网页与原生界面的库
`Web / 前端` | +15,179 | 41.6 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
少发 JavaScript 的内容站框架
`Web / 前端` | +10,483 | 28.7 | 63,603 | |
-| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React 全栈网页框架
`Web / 前端` | +10,352 | 28.4 | 143,204 | |
-| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
用工具类快速搭出定制界面
`Web / 前端` | +8,536 | 23.4 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
把框架编译掉的网页开发
`Web / 前端` | +5,260 | 14.4 | 88,491 | |
-| 7 | [tanstack/query](https://github.com/tanstack/query)
管好异步数据的状态库
`Web / 前端` | +3,870 | 10.6 | 50,497 | |
-| 8 | [vuejs/core](https://github.com/vuejs/core)
渐进式 JavaScript 框架
`Web / 前端` | +3,622 | 9.9 | 54,798 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，复制进来就能用
`Web / 前端` | +30,284 | 83.0 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
网页和 App 界面，用同一套写
`Web / 前端` | +15,179 | 41.6 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
内容网站少带脚本，打开更轻快
`Web / 前端` | +10,483 | 28.7 | 63,603 | |
+| 4 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整网站，从前到后
`Web / 前端` | +10,352 | 28.4 | 143,204 | |
+| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不写一大堆 CSS，也能做定制界面
`Web / 前端` | +8,536 | 23.4 | 98,015 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
写的是框架，跑的是轻巧网页
`Web / 前端` | +5,260 | 14.4 | 88,491 | |
+| 7 | [tanstack/query](https://github.com/tanstack/query)
请求数据和缓存，交给它管
`Web / 前端` | +3,870 | 10.6 | 50,497 | |
+| 8 | [vuejs/core](https://github.com/vuejs/core)
从一个小页面开始，用多少学多少
`Web / 前端` | +3,622 | 9.9 | 54,798 | |
### 总星标数（历史累计）
| # | 项目 | 总星标 | 星标历史 |
|---|---|---:|---|
-| 1 | [facebook/react](https://github.com/facebook/react)
搭建网页与原生界面的库
`Web / 前端` | 251,753 | |
-| 2 | [vercel/next.js](https://github.com/vercel/next.js)
React 全栈网页框架
`Web / 前端` | 143,204 | |
-| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，直接复制进项目
`Web / 前端` | 126,937 | |
-| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
用工具类快速搭出定制界面
`Web / 前端` | 98,015 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
把框架编译掉的网页开发
`Web / 前端` | 88,491 | |
-| 6 | [withastro/astro](https://github.com/withastro/astro)
少发 JavaScript 的内容站框架
`Web / 前端` | 63,603 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
渐进式 JavaScript 框架
`Web / 前端` | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
管好异步数据的状态库
`Web / 前端` | 50,497 | |
+| 1 | [facebook/react](https://github.com/facebook/react)
网页和 App 界面，用同一套写
`Web / 前端` | 251,753 | |
+| 2 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整网站，从前到后
`Web / 前端` | 143,204 | |
+| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，复制进来就能用
`Web / 前端` | 126,937 | |
+| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不写一大堆 CSS，也能做定制界面
`Web / 前端` | 98,015 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
写的是框架，跑的是轻巧网页
`Web / 前端` | 88,491 | |
+| 6 | [withastro/astro](https://github.com/withastro/astro)
内容网站少带脚本，打开更轻快
`Web / 前端` | 63,603 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
从一个小页面开始，用多少学多少
`Web / 前端` | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
请求数据和缓存，交给它管
`Web / 前端` | 50,497 | |
## 基础设施
@@ -331,60 +331,60 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 创建时间（UTC） | 总星标 | 星标/天 | 星标历史 |
|---|---|---|---:|---:|---|
-| 1 | [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur)
跑在自家 Kubernetes 上的 PaaS | 2026-10-24
6.0 天 | 551 | 91.1 | |
-| 2 | [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow)
端到端 DevOps TaskFlow API | 2026-10-25
4.7 天 | 121 | 25.8 | |
+| 1 | [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur)
在自家 Kubernetes 上搭一个 PaaS | 2026-10-24
6.0 天 | 551 | 91.1 | |
+| 2 | [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow)
一套从头到尾的 DevOps 任务接口 | 2026-10-25
4.7 天 | 121 | 25.8 | |
### 本周增长最快（近 7 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
自动 HTTPS 的快速网页服务器
`基础设施` | +309 | 44.1 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
生产级容器编排系统
`基础设施` | +207 | 29.6 | 128,522 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指标、日志、链路一站式观测
`基础设施` | +184 | 26.3 | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系统监控与告警工具包
`基础设施` | +182 | 26.0 | 66,853 | |
-| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
用代码管理云基础设施
`基础设施` | +114 | 16.3 | 50,087 | |
-| 6 | [docker/compose](https://github.com/docker/compose)
定义并运行多容器应用
`基础设施` | +114 | 16.3 | 38,525 | |
-| 7 | [traefik/traefik](https://github.com/traefik/traefik)
云原生反向代理与负载均衡
`基础设施` | +108 | 15.4 | 65,414 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用通用编程语言写基础设施
`基础设施` | +32 | 4.6 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
搭网站服务器，HTTPS 自动配好
`基础设施` | +309 | 44.1 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
容器多了，部署扩容交给它
`基础设施` | +207 | 29.6 | 128,522 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指标日志链路，放进一个面板
`基础设施` | +184 | 26.3 | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系统出问题，告警先找到你
`基础设施` | +182 | 26.0 | 66,853 | |
+| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
云资源写成代码，改动有据可查
`基础设施` | +114 | 16.3 | 50,087 | |
+| 6 | [docker/compose](https://github.com/docker/compose)
多个容器写进一个文件，一起跑
`基础设施` | +114 | 16.3 | 38,525 | |
+| 7 | [traefik/traefik](https://github.com/traefik/traefik)
服务多了，流量自动分好
`基础设施` | +108 | 15.4 | 65,414 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的编程语言管云资源
`基础设施` | +32 | 4.6 | 25,832 | |
### 本月增长最快（近 30 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
自动 HTTPS 的快速网页服务器
`基础设施` | +2,503 | 83.4 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
生产级容器编排系统
`基础设施` | +865 | 28.8 | 128,522 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指标、日志、链路一站式观测
`基础设施` | +760 | 25.3 | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系统监控与告警工具包
`基础设施` | +702 | 23.4 | 66,853 | |
-| 5 | [traefik/traefik](https://github.com/traefik/traefik)
云原生反向代理与负载均衡
`基础设施` | +489 | 16.3 | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
用代码管理云基础设施
`基础设施` | +397 | 13.2 | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
定义并运行多容器应用
`基础设施` | +333 | 11.1 | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用通用编程语言写基础设施
`基础设施` | +135 | 4.5 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
搭网站服务器，HTTPS 自动配好
`基础设施` | +2,503 | 83.4 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
容器多了，部署扩容交给它
`基础设施` | +865 | 28.8 | 128,522 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指标日志链路，放进一个面板
`基础设施` | +760 | 25.3 | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系统出问题，告警先找到你
`基础设施` | +702 | 23.4 | 66,853 | |
+| 5 | [traefik/traefik](https://github.com/traefik/traefik)
服务多了，流量自动分好
`基础设施` | +489 | 16.3 | 65,414 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
云资源写成代码，改动有据可查
`基础设施` | +397 | 13.2 | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
多个容器写进一个文件，一起跑
`基础设施` | +333 | 11.1 | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的编程语言管云资源
`基础设施` | +135 | 4.5 | 25,832 | |
### 今年增长最快（近 365 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
自动 HTTPS 的快速网页服务器
`基础设施` | +11,844 | 32.4 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
生产级容器编排系统
`基础设施` | +11,558 | 31.7 | 128,522 | |
-| 3 | [traefik/traefik](https://github.com/traefik/traefik)
云原生反向代理与负载均衡
`基础设施` | +8,750 | 24.0 | 65,414 | |
-| 4 | [grafana/grafana](https://github.com/grafana/grafana)
指标、日志、链路一站式观测
`基础设施` | +7,871 | 21.6 | 77,585 | |
-| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系统监控与告警工具包
`基础设施` | +6,537 | 17.9 | 66,853 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
用代码管理云基础设施
`基础设施` | +3,760 | 10.3 | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
定义并运行多容器应用
`基础设施` | +2,590 | 7.1 | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用通用编程语言写基础设施
`基础设施` | +2,089 | 5.7 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
搭网站服务器，HTTPS 自动配好
`基础设施` | +11,844 | 32.4 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
容器多了，部署扩容交给它
`基础设施` | +11,558 | 31.7 | 128,522 | |
+| 3 | [traefik/traefik](https://github.com/traefik/traefik)
服务多了，流量自动分好
`基础设施` | +8,750 | 24.0 | 65,414 | |
+| 4 | [grafana/grafana](https://github.com/grafana/grafana)
指标日志链路，放进一个面板
`基础设施` | +7,871 | 21.6 | 77,585 | |
+| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系统出问题，告警先找到你
`基础设施` | +6,537 | 17.9 | 66,853 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
云资源写成代码，改动有据可查
`基础设施` | +3,760 | 10.3 | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
多个容器写进一个文件，一起跑
`基础设施` | +2,590 | 7.1 | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的编程语言管云资源
`基础设施` | +2,089 | 5.7 | 25,832 | |
### 总星标数（历史累计）
| # | 项目 | 总星标 | 星标历史 |
|---|---|---:|---|
-| 1 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
生产级容器编排系统
`基础设施` | 128,522 | |
-| 2 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
自动 HTTPS 的快速网页服务器
`基础设施` | 78,552 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指标、日志、链路一站式观测
`基础设施` | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系统监控与告警工具包
`基础设施` | 66,853 | |
-| 5 | [traefik/traefik](https://github.com/traefik/traefik)
云原生反向代理与负载均衡
`基础设施` | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
用代码管理云基础设施
`基础设施` | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
定义并运行多容器应用
`基础设施` | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用通用编程语言写基础设施
`基础设施` | 25,832 | |
+| 1 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
容器多了，部署扩容交给它
`基础设施` | 128,522 | |
+| 2 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
搭网站服务器，HTTPS 自动配好
`基础设施` | 78,552 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指标日志链路，放进一个面板
`基础设施` | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系统出问题，告警先找到你
`基础设施` | 66,853 | |
+| 5 | [traefik/traefik](https://github.com/traefik/traefik)
服务多了，流量自动分好
`基础设施` | 65,414 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
云资源写成代码，改动有据可查
`基础设施` | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
多个容器写进一个文件，一起跑
`基础设施` | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的编程语言管云资源
`基础设施` | 25,832 | |
## 设计 / 创意
@@ -398,53 +398,53 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
手绘风格的在线白板
`设计 / 创意` | +459 | 65.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
开源的团队设计与原型平台
`设计 / 创意` | +379 | 54.1 | 61,862 | |
-| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
社区打造的统一风格图标库
`设计 / 创意` | +173 | 24.7 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
画流程图和白板的应用
`设计 / 创意` | +145 | 20.7 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
最受欢迎的 Tailwind 组件库
`设计 / 创意` | +69 | 9.9 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
灵活好用的图标家族
`设计 / 创意` | +43 | 6.1 | 7,743 | |
-| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
网页上播放 AE 动画
`设计 / 创意` | +33 | 4.7 | 32,290 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
iOS 上播放 AE 动画
`设计 / 创意` | +0 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
打开就画，像在纸上随手画图
`设计 / 创意` | +459 | 65.6 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
团队做设计和原型，用开源的
`设计 / 创意` | +379 | 54.1 | 61,862 | |
+| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套图标风格统一，拿来就用
`设计 / 创意` | +173 | 24.7 | 25,390 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程图和示意图，拖拖就画好
`设计 / 创意` | +145 | 20.7 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有现成组件可挑
`设计 / 创意` | +69 | 9.9 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
界面图示演示，图标一套够用
`设计 / 创意` | +43 | 6.1 | 7,743 | |
+| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的动画，直接放进网页
`设计 / 创意` | +33 | 4.7 | 32,290 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的动画，直接放进 iOS
`设计 / 创意` | +0 | 0.0 | 43 | |
### 本月增长最快（近 30 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
手绘风格的在线白板
`设计 / 创意` | +1,937 | 64.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
开源的团队设计与原型平台
`设计 / 创意` | +1,505 | 50.2 | 61,862 | |
-| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
社区打造的统一风格图标库
`设计 / 创意` | +646 | 21.5 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
画流程图和白板的应用
`设计 / 创意` | +613 | 20.4 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
最受欢迎的 Tailwind 组件库
`设计 / 创意` | +274 | 9.1 | 42,707 | |
-| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
网页上播放 AE 动画
`设计 / 创意` | +189 | 6.3 | 32,290 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
灵活好用的图标家族
`设计 / 创意` | +183 | 6.1 | 7,743 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
iOS 上播放 AE 动画
`设计 / 创意` | +0 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
打开就画，像在纸上随手画图
`设计 / 创意` | +1,937 | 64.6 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
团队做设计和原型，用开源的
`设计 / 创意` | +1,505 | 50.2 | 61,862 | |
+| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套图标风格统一，拿来就用
`设计 / 创意` | +646 | 21.5 | 25,390 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程图和示意图，拖拖就画好
`设计 / 创意` | +613 | 20.4 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有现成组件可挑
`设计 / 创意` | +274 | 9.1 | 42,707 | |
+| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的动画，直接放进网页
`设计 / 创意` | +189 | 6.3 | 32,290 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
界面图示演示，图标一套够用
`设计 / 创意` | +183 | 6.1 | 7,743 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的动画，直接放进 iOS
`设计 / 创意` | +0 | 0.0 | 43 | |
### 今年增长最快（近 365 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
手绘风格的在线白板
`设计 / 创意` | +26,967 | 73.9 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
开源的团队设计与原型平台
`设计 / 创意` | +21,637 | 59.3 | 61,862 | |
-| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
画流程图和白板的应用
`设计 / 创意` | +6,446 | 17.7 | 9,075 | |
-| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
社区打造的统一风格图标库
`设计 / 创意` | +6,210 | 17.0 | 25,390 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
最受欢迎的 Tailwind 组件库
`设计 / 创意` | +4,240 | 11.6 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
灵活好用的图标家族
`设计 / 创意` | +2,191 | 6.0 | 7,743 | |
-| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
网页上播放 AE 动画
`设计 / 创意` | +1,055 | 2.9 | 32,290 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
iOS 上播放 AE 动画
`设计 / 创意` | +1 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
打开就画，像在纸上随手画图
`设计 / 创意` | +26,967 | 73.9 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
团队做设计和原型，用开源的
`设计 / 创意` | +21,637 | 59.3 | 61,862 | |
+| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程图和示意图，拖拖就画好
`设计 / 创意` | +6,446 | 17.7 | 9,075 | |
+| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套图标风格统一，拿来就用
`设计 / 创意` | +6,210 | 17.0 | 25,390 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有现成组件可挑
`设计 / 创意` | +4,240 | 11.6 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
界面图示演示，图标一套够用
`设计 / 创意` | +2,191 | 6.0 | 7,743 | |
+| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的动画，直接放进网页
`设计 / 创意` | +1,055 | 2.9 | 32,290 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的动画，直接放进 iOS
`设计 / 创意` | +1 | 0.0 | 43 | |
### 总星标数（历史累计）
| # | 项目 | 总星标 | 星标历史 |
|---|---|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
手绘风格的在线白板
`设计 / 创意` | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
开源的团队设计与原型平台
`设计 / 创意` | 61,862 | |
-| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
最受欢迎的 Tailwind 组件库
`设计 / 创意` | 42,707 | |
-| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
网页上播放 AE 动画
`设计 / 创意` | 32,290 | |
-| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
社区打造的统一风格图标库
`设计 / 创意` | 25,390 | |
-| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
画流程图和白板的应用
`设计 / 创意` | 9,075 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
灵活好用的图标家族
`设计 / 创意` | 7,743 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
iOS 上播放 AE 动画
`设计 / 创意` | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
打开就画，像在纸上随手画图
`设计 / 创意` | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
团队做设计和原型，用开源的
`设计 / 创意` | 61,862 | |
+| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有现成组件可挑
`设计 / 创意` | 42,707 | |
+| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的动画，直接放进网页
`设计 / 创意` | 32,290 | |
+| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套图标风格统一，拿来就用
`设计 / 创意` | 25,390 | |
+| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程图和示意图，拖拖就画好
`设计 / 创意` | 9,075 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
界面图示演示，图标一套够用
`设计 / 创意` | 7,743 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的动画，直接放进 iOS
`设计 / 创意` | 43 | |
## 数据
@@ -454,59 +454,59 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 创建时间（UTC） | 总星标 | 星标/天 | 星标历史 |
|---|---|---|---:|---:|---|
-| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
开源社区应得的数据转换工具 | 2026-10-25
5.0 天 | 269 | 53.5 | |
+| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
做数据转换，用开源社区自己的工具 | 2026-10-25
5.0 天 | 269 | 53.5 | |
### 本周增长最快（近 7 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
内嵌在应用里的 SQL 分析数据库
`数据` | +280 | 40.0 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
开源列式实时分析数据库
`数据` | +135 | 19.3 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
现代化的数据探索与可视化
`数据` | +127 | 18.1 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
极快的 DataFrame 库
`数据` | +77 | 11.0 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
分布式事件流平台
`数据` | +70 | 10.0 | 34,100 | |
-| 6 | [apache/arrow](https://github.com/apache/arrow)
跨语言的内存数据分析平台
`数据` | +47 | 6.7 | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
用软件工程方式处理数据仓库
`数据` | +42 | 6.0 | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
可交互的笔记本文档
`数据` | +6 | 0.9 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭数据库服务，也能跑 SQL 分析
`数据` | +280 | 40.0 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量数据实时分析，用开源的
`数据` | +135 | 19.3 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
数据看不懂，做成图就明白
`数据` | +127 | 18.1 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格数据处理快，不用干等
`数据` | +77 | 11.0 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系统之间传消息，稳稳接住
`数据` | +70 | 10.0 | 34,100 | |
+| 6 | [apache/arrow](https://github.com/apache/arrow)
不同语言之间，数据直接通用
`数据` | +47 | 6.7 | 17,260 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
数仓 SQL 也能版本管理和测试
`数据` | +42 | 6.0 | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
代码结果和说明，放在一页里
`数据` | +6 | 0.9 | 13,461 | |
### 本月增长最快（近 30 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
内嵌在应用里的 SQL 分析数据库
`数据` | +932 | 31.1 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
开源列式实时分析数据库
`数据` | +618 | 20.6 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
现代化的数据探索与可视化
`数据` | +483 | 16.1 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
极快的 DataFrame 库
`数据` | +385 | 12.8 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
分布式事件流平台
`数据` | +304 | 10.1 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
用软件工程方式处理数据仓库
`数据` | +177 | 5.9 | 14,104 | |
-| 7 | [apache/arrow](https://github.com/apache/arrow)
跨语言的内存数据分析平台
`数据` | +115 | 3.8 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
可交互的笔记本文档
`数据` | +71 | 2.4 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭数据库服务，也能跑 SQL 分析
`数据` | +932 | 31.1 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量数据实时分析，用开源的
`数据` | +618 | 20.6 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
数据看不懂，做成图就明白
`数据` | +483 | 16.1 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格数据处理快，不用干等
`数据` | +385 | 12.8 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系统之间传消息，稳稳接住
`数据` | +304 | 10.1 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
数仓 SQL 也能版本管理和测试
`数据` | +177 | 5.9 | 14,104 | |
+| 7 | [apache/arrow](https://github.com/apache/arrow)
不同语言之间，数据直接通用
`数据` | +115 | 3.8 | 17,260 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
代码结果和说明，放在一页里
`数据` | +71 | 2.4 | 13,461 | |
### 今年增长最快（近 365 天）
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
内嵌在应用里的 SQL 分析数据库
`数据` | +9,367 | 25.7 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
开源列式实时分析数据库
`数据` | +7,643 | 20.9 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
现代化的数据探索与可视化
`数据` | +7,461 | 20.4 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
极快的 DataFrame 库
`数据` | +4,866 | 13.3 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
分布式事件流平台
`数据` | +3,302 | 9.0 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
用软件工程方式处理数据仓库
`数据` | +2,470 | 6.8 | 14,104 | |
-| 7 | [apache/arrow](https://github.com/apache/arrow)
跨语言的内存数据分析平台
`数据` | +1,313 | 3.6 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
可交互的笔记本文档
`数据` | +916 | 2.5 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭数据库服务，也能跑 SQL 分析
`数据` | +9,367 | 25.7 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量数据实时分析，用开源的
`数据` | +7,643 | 20.9 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
数据看不懂，做成图就明白
`数据` | +7,461 | 20.4 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格数据处理快，不用干等
`数据` | +4,866 | 13.3 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系统之间传消息，稳稳接住
`数据` | +3,302 | 9.0 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
数仓 SQL 也能版本管理和测试
`数据` | +2,470 | 6.8 | 14,104 | |
+| 7 | [apache/arrow](https://github.com/apache/arrow)
不同语言之间，数据直接通用
`数据` | +1,313 | 3.6 | 17,260 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
代码结果和说明，放在一页里
`数据` | +916 | 2.5 | 13,461 | |
### 总星标数（历史累计）
| # | 项目 | 总星标 | 星标历史 |
|---|---|---:|---|
-| 1 | [apache/superset](https://github.com/apache/superset)
现代化的数据探索与可视化
`数据` | 75,366 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
开源列式实时分析数据库
`数据` | 50,670 | |
-| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
内嵌在应用里的 SQL 分析数据库
`数据` | 42,680 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
极快的 DataFrame 库
`数据` | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
分布式事件流平台
`数据` | 34,100 | |
-| 6 | [apache/arrow](https://github.com/apache/arrow)
跨语言的内存数据分析平台
`数据` | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
用软件工程方式处理数据仓库
`数据` | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
可交互的笔记本文档
`数据` | 13,461 | |
+| 1 | [apache/superset](https://github.com/apache/superset)
数据看不懂，做成图就明白
`数据` | 75,366 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量数据实时分析，用开源的
`数据` | 50,670 | |
+| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭数据库服务，也能跑 SQL 分析
`数据` | 42,680 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格数据处理快，不用干等
`数据` | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系统之间传消息，稳稳接住
`数据` | 34,100 | |
+| 6 | [apache/arrow](https://github.com/apache/arrow)
不同语言之间，数据直接通用
`数据` | 17,260 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
数仓 SQL 也能版本管理和测试
`数据` | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
代码结果和说明，放在一页里
`数据` | 13,461 | |
---
diff --git a/README.zh-Hant.md b/README.zh-Hant.md
index c20b2ec..28d7fdc 100644
--- a/README.zh-Hant.md
+++ b/README.zh-Hant.md
@@ -50,61 +50,61 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 建立時間（UTC） | 總星號 | 星號/天 | 星號歷史 |
|---|---|---|---:|---:|---|
-| 1 | [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner)
關掉國產安卓手機的廣告推送 | 2026-10-24
6.1 天 | 4,892 | 798.4 | |
-| 2 | [wangzan101/Mika](https://github.com/wangzan101/Mika)
你手機上的私人 AI 助理 | 2026-10-29
1.0 天 | 284 | 284.0 | |
-| 3 | [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research)
用 AI 查前蘇聯地區的家譜檔案 | 2026-10-25
4.9 天 | 1,280 | 259.1 | |
-| 4 | [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go)
DeepSeek Harness 裝進口袋 | 2026-10-25
5.0 天 | 1,187 | 236.4 | |
-| 5 | [qybaihe/bla](https://github.com/qybaihe/bla)
保護你的程式不被 AI 逆向 | 2026-10-25
5.1 天 | 1,072 | 208.8 | |
-| 6 | [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge)
一個人設，通吃多個程式設計代理 | 2026-10-25
5.1 天 | 895 | 175.3 | |
-| 7 | [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android)
安卓免 ROOT 跑 DeepSeek Harness | 2026-10-27
2.5 天 | 376 | 147.4 | |
-| 8 | [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan)
一張看懂你程式碼庫的地圖 | 2026-10-27
2.9 天 | 410 | 143.4 | |
-| 9 | [patch-gg/anymove](https://github.com/patch-gg/anymove)
用一段 AI 影片做動作捕捉 | 2026-10-27
3.0 天 | 431 | 142.4 | |
-| 10 | [daveebbelaar/bama](https://github.com/daveebbelaar/bama)
用代理技能造任意 Mac 應用 | 2026-10-24
6.0 天 | 838 | 139.8 | |
+| 1 | [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner)
關掉國產安卓手機裡的廣告，可還原 | 2026-10-24
6.1 天 | 4,892 | 798.4 | |
+| 2 | [wangzan101/Mika](https://github.com/wangzan101/Mika)
手機上的 AI 助理，替你點 App、上網 | 2026-10-29
1.0 天 | 284 | 284.0 | |
+| 3 | [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research)
查前蘇聯地區的家譜，讓 AI 幫你翻檔案 | 2026-10-25
4.9 天 | 1,280 | 259.1 | |
+| 4 | [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go)
DeepSeek Harness 裝進手機，遙控電腦 | 2026-10-25
5.0 天 | 1,187 | 236.4 | |
+| 5 | [qybaihe/bla](https://github.com/qybaihe/bla)
不想被 AI 逆向，給程式加層防護 | 2026-10-25
5.1 天 | 1,072 | 208.8 | |
+| 6 | [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge)
一個人設，所有程式設計代理通用 | 2026-10-25
5.1 天 | 895 | 175.3 | |
+| 7 | [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android)
手機直接跑 DeepSeek Harness，免 ROOT | 2026-10-27
2.5 天 | 376 | 147.4 | |
+| 8 | [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan)
程式碼庫怎麼拼起來的，看這張圖 | 2026-10-27
2.9 天 | 410 | 143.4 | |
+| 9 | [patch-gg/anymove](https://github.com/patch-gg/anymove)
一段 AI 影片，給任何生物做動作捕捉 | 2026-10-27
3.0 天 | 431 | 142.4 | |
+| 10 | [daveebbelaar/bama](https://github.com/daveebbelaar/bama)
想做 Mac 應用，讓代理技能來幫你 | 2026-10-24
6.0 天 | 838 | 139.8 | |
### 本週成長最快（近 7 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
讓 AI 幫你逆向、復刻任何軟體
`人工智慧` | +41,593 | 5,941.9 | 409,565 | |
-| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
兩個 AI 互相挑程式碼漏洞
`人工智慧` | +13,079 | 1,868.4 | 53,235 | |
-| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek 開源代理，外掛自由拼裝
`人工智慧` | +7,979 | 1,139.9 | 266,274 | |
-| 4 | [stablyai/orca](https://github.com/stablyai/orca)
多個 AI 程式設計代理同台比拼
`人工智慧` | +7,519 | 1,074.1 | 110,515 | |
-| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
治好 AI 寫程式碼灌水
`人工智慧` | +6,688 | 955.4 | 180,485 | |
-| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
給程式設計代理的效能調優套件
`人工智慧` | +6,553 | 936.1 | 292,932 | |
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
任意程式設計代理，任意模型
`人工智慧` | +6,041 | 863.0 | 25,810 | |
-| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
把整個程式碼庫變成一張地圖
`人工智慧` | +5,783 | 826.1 | 138,983 | |
-| 9 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
像寫網頁一樣做影片
`人工智慧` | +5,541 | 791.6 | 75,673 | |
-| 10 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
讓 AI 代理看到整個網路
`人工智慧` | +5,483 | 783.3 | 106,509 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程式，讓 AI 講給你聽
`人工智慧` | +41,593 | 5,941.9 | 409,565 | |
+| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 寫完程式碼，再請一個 AI 挑刺
`人工智慧` | +13,079 | 1,868.4 | 53,235 | |
+| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什麼代理，用外掛自己拼
`人工智慧` | +7,979 | 1,139.9 | 266,274 | |
+| 4 | [stablyai/orca](https://github.com/stablyai/orca)
幾個 AI 一起寫，誰好用一眼看出
`人工智慧` | +7,519 | 1,074.1 | 110,515 | |
+| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
讓 AI 少寫廢程式碼，該寫的寫對
`人工智慧` | +6,688 | 955.4 | 180,485 | |
+| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
給程式設計 AI 加記憶、技能和安全檢查
`人工智慧` | +6,553 | 936.1 | 292,932 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
程式設計 AI 換模型，額度用完自動續
`人工智慧` | +6,041 | 863.0 | 25,810 | |
+| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
大專案看不過來，先看這張地圖
`人工智慧` | +5,783 | 826.1 | 138,983 | |
+| 9 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
不會剪輯，寫網頁一樣就能出片
`人工智慧` | +5,541 | 791.6 | 75,673 | |
+| 10 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
推特油管小紅書，AI 都能幫你搜
`人工智慧` | +5,483 | 783.3 | 106,509 | |
### 本月成長最快（近 30 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
讓 AI 幫你逆向、復刻任何軟體
`人工智慧` | +408,693 | 13,623.1 | 409,565 | |
-| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
治好 AI 寫程式碼灌水
`人工智慧` | +33,133 | 1,104.4 | 180,485 | |
-| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
兩個 AI 互相挑程式碼漏洞
`人工智慧` | +30,082 | 1,002.7 | 53,235 | |
-| 4 | [stablyai/orca](https://github.com/stablyai/orca)
多個 AI 程式設計代理同台比拼
`人工智慧` | +29,219 | 974.0 | 110,515 | |
-| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek 開源代理，外掛自由拼裝
`人工智慧` | +27,143 | 904.8 | 266,274 | |
-| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
給程式設計代理的效能調優套件
`人工智慧` | +24,768 | 825.6 | 292,932 | |
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
任意程式設計代理，任意模型
`人工智慧` | +22,600 | 753.3 | 25,810 | |
-| 8 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
像寫網頁一樣做影片
`人工智慧` | +21,640 | 721.3 | 75,673 | |
-| 9 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
讓 AI 代理看到整個網路
`人工智慧` | +20,788 | 692.9 | 106,509 | |
-| 10 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
把整個程式碼庫變成一張地圖
`人工智慧` | +17,170 | 572.3 | 138,983 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程式，讓 AI 講給你聽
`人工智慧` | +408,693 | 13,623.1 | 409,565 | |
+| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
讓 AI 少寫廢程式碼，該寫的寫對
`人工智慧` | +33,133 | 1,104.4 | 180,485 | |
+| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 寫完程式碼，再請一個 AI 挑刺
`人工智慧` | +30,082 | 1,002.7 | 53,235 | |
+| 4 | [stablyai/orca](https://github.com/stablyai/orca)
幾個 AI 一起寫，誰好用一眼看出
`人工智慧` | +29,219 | 974.0 | 110,515 | |
+| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什麼代理，用外掛自己拼
`人工智慧` | +27,143 | 904.8 | 266,274 | |
+| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
給程式設計 AI 加記憶、技能和安全檢查
`人工智慧` | +24,768 | 825.6 | 292,932 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
程式設計 AI 換模型，額度用完自動續
`人工智慧` | +22,600 | 753.3 | 25,810 | |
+| 8 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes)
不會剪輯，寫網頁一樣就能出片
`人工智慧` | +21,640 | 721.3 | 75,673 | |
+| 9 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)
推特油管小紅書，AI 都能幫你搜
`人工智慧` | +20,788 | 692.9 | 106,509 | |
+| 10 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
大專案看不過來，先看這張地圖
`人工智慧` | +17,170 | 572.3 | 138,983 | |
### 今年成長最快（近 365 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek 開源代理，外掛自由拼裝
`人工智慧` | +266,171 | 3,412.4 †
÷78 天 | 266,274 | |
-| 2 | [morluto/rea](https://github.com/morluto/rea)
讓 AI 幫你逆向、復刻任何軟體
`人工智慧` | +409,095 | 2,055.8 †
÷199 天 | 409,565 | |
-| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
治好 AI 寫程式碼灌水
`人工智慧` | +180,405 | 1,288.6 †
÷140 天 | 180,485 | |
-| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
真能幹活的 AI，資料不出電腦
`人工智慧` | +393,398 | 1,157.1 †
÷340 天 | 393,413 | |
-| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
給程式設計代理的效能調優套件
`人工智慧` | +292,884 | 1,027.7 †
÷285 天 | 292,932 | |
-| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
會自我改進的 AI 代理
`人工智慧` | +258,600 | 708.5 | 258,636 | |
-| 7 | [yetone/magpie](https://github.com/yetone/magpie)
任意程式設計代理，任意模型
`人工智慧` | +25,719 | 695.1 †
÷37 天 | 25,810 | |
-| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
把整個程式碼庫變成一張地圖
`人工智慧` | +138,922 | 661.5 †
÷210 天 | 138,983 | |
-| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
終端裡的免費開源 AI 程式設計助手
`人工智慧` | +194,805 | 533.7 | 223,154 | |
-| 10 | [stablyai/orca](https://github.com/stablyai/orca)
多個 AI 程式設計代理同台比拼
`人工智慧` | +110,415 | 486.4 †
÷227 天 | 110,515 | |
+| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什麼代理，用外掛自己拼
`人工智慧` | +266,171 | 3,412.4 †
÷78 天 | 266,274 | |
+| 2 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程式，讓 AI 講給你聽
`人工智慧` | +409,095 | 2,055.8 †
÷199 天 | 409,565 | |
+| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
讓 AI 少寫廢程式碼，該寫的寫對
`人工智慧` | +180,405 | 1,288.6 †
÷140 天 | 180,485 | |
+| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI，資料留在本機
`人工智慧` | +393,398 | 1,157.1 †
÷340 天 | 393,413 | |
+| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
給程式設計 AI 加記憶、技能和安全檢查
`人工智慧` | +292,884 | 1,027.7 †
÷285 天 | 292,932 | |
+| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
越用越會幹活的 AI 助手
`人工智慧` | +258,600 | 708.5 | 258,636 | |
+| 7 | [yetone/magpie](https://github.com/yetone/magpie)
程式設計 AI 換模型，額度用完自動續
`人工智慧` | +25,719 | 695.1 †
÷37 天 | 25,810 | |
+| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
大專案看不過來，先看這張地圖
`人工智慧` | +138,922 | 661.5 †
÷210 天 | 138,983 | |
+| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
不開瀏覽器，終端裡就有 AI 寫程式碼
`人工智慧` | +194,805 | 533.7 | 223,154 | |
+| 10 | [stablyai/orca](https://github.com/stablyai/orca)
幾個 AI 一起寫，誰好用一眼看出
`人工智慧` | +110,415 | 486.4 †
÷227 天 | 110,515 | |
† 該儲存庫建立時間短於統計區間，因此「星號/天」是以儲存庫存在的天數（顯示在數字下方）計算，而不是以完整區間計算。
@@ -112,16 +112,16 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 總星號 | 星號歷史 |
|---|---|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
讓 AI 幫你逆向、復刻任何軟體
`人工智慧` | 409,565 | |
-| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
真能幹活的 AI，資料不出電腦
`人工智慧` | 393,413 | |
-| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
給程式設計代理的效能調優套件
`人工智慧` | 292,932 | |
-| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
DeepSeek 開源代理，外掛自由拼裝
`人工智慧` | 266,274 | |
-| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
會自我改進的 AI 代理
`人工智慧` | 258,636 | |
-| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
終端裡的免費開源 AI 程式設計助手
`人工智慧` | 223,154 | |
-| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Anthropic 官方代理技能庫
`人工智慧` | 184,884 | |
-| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
治好 AI 寫程式碼灌水
`人工智慧` | 180,485 | |
-| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
一鍵切換 AI 程式設計工具的介面
`人工智慧` | 150,238 | |
-| 10 | [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill)
讓 AI 做的介面更專業
`人工智慧` | 142,715 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程式，讓 AI 講給你聽
`人工智慧` | 409,565 | |
+| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI，資料留在本機
`人工智慧` | 393,413 | |
+| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
給程式設計 AI 加記憶、技能和安全檢查
`人工智慧` | 292,932 | |
+| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什麼代理，用外掛自己拼
`人工智慧` | 266,274 | |
+| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
越用越會幹活的 AI 助手
`人工智慧` | 258,636 | |
+| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
不開瀏覽器，終端裡就有 AI 寫程式碼
`人工智慧` | 223,154 | |
+| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Claude 技能怎麼寫，照著官方學
`人工智慧` | 184,884 | |
+| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
讓 AI 少寫廢程式碼，該寫的寫對
`人工智慧` | 180,485 | |
+| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
換介面不用改配置，一鍵切
`人工智慧` | 150,238 | |
+| 10 | [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill)
AI 做的介面，看著像專業設計
`人工智慧` | 142,715 | |
## 開發者工具
@@ -131,11 +131,11 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 建立時間（UTC） | 總星號 | 星號/天 | 星號歷史 |
|---|---|---|---:|---:|---|
-| 1 | [heydeer/pngdeer](https://github.com/heydeer/pngdeer)
圖片更小，畫面不變 | 2026-10-25
5.2 天 | 371 | 72.1 | |
-| 2 | [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo)
人和代理都能用的自託管看板 | 2026-10-25
4.9 天 | 188 | 38.4 | |
-| 3 | [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence)
代理當函式，想法寫成程式 | 2026-10-23
6.8 天 | 205 | 30.1 | |
-| 4 | [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates)
每項開發規範只推薦一個工具 | 2026-10-23
6.4 天 | 147 | 22.9 | |
-| 5 | [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night)
授權資安測試用的本機指紋輪換工具 | 2026-10-24
6.1 天 | 122 | 20.0 | |
+| 1 | [heydeer/pngdeer](https://github.com/heydeer/pngdeer)
圖片變小，畫面不變 | 2026-10-25
5.2 天 | 371 | 72.1 | |
+| 2 | [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo)
人和代理一起用的看板，裝完即用 | 2026-10-25
4.9 天 | 188 | 38.4 | |
+| 3 | [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence)
想法寫成程式，代理當函式用 | 2026-10-23
6.8 天 | 205 | 30.1 | |
+| 4 | [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates)
每項開發規範，只推薦一個工具 | 2026-10-23
6.4 天 | 147 | 22.9 | |
+| 5 | [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night)
授權資安測試用的本機指紋輪換 | 2026-10-24
6.1 天 | 122 | 20.0 | |
| 6 | [UniteCuttlefishBolt/Canva-Pro](https://github.com/UniteCuttlefishBolt/Canva-Pro)
Canva Pro 2026 已解鎖安裝包 | 2026-10-29
1.0 天 | 296 | 296.0 | |
| 7 | [CaretakerPlain/Whale-Tracker](https://github.com/CaretakerPlain/Whale-Tracker)
Whale Tracker 2026 預啟用桌面版 | 2026-10-29
1.0 天 | 197 | 197.0 | |
| 8 | [ScorpionHub17/KMS-Pico](https://github.com/ScorpionHub17/KMS-Pico)
Kms Pico Free 2026 預啟用桌面版 | 2026-10-29
1.0 天 | 197 | 197.0 | |
@@ -146,53 +146,53 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
高效能、可多人協作的編輯器
`開發者工具` | +396 | 56.6 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
極快的 Python 包管理器
`開發者工具` | +343 | 49.0 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
一個工具管所有開發工具版本
`開發者工具` | +287 | 41.0 | 35,557 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
比 grep 更快的遞迴搜尋
`開發者工具` | +242 | 34.6 | 69,561 | |
-| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
JavaScript 一站式工具箱
`開發者工具` | +161 | 23.0 | 96,468 | |
-| 6 | [cli/cli](https://github.com/cli/cli)
GitHub 官方命令列工具
`開發者工具` | +111 | 15.9 | 46,801 | |
-| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
自帶 LSP 的模態編輯器
`開發者工具` | +93 | 13.3 | 46,733 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
快速的網頁程式碼格式化與檢查
`開發者工具` | +55 | 7.9 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
開啟就快，還能多人一起寫程式碼
`開發者工具` | +396 | 56.6 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 包，不用再幹等
`開發者工具` | +343 | 49.0 | 91,352 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
各種語言版本，一個工具管齊
`開發者工具` | +287 | 41.0 | 35,557 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整個目錄找文字，比 grep 快
`開發者工具` | +242 | 34.6 | 69,561 | |
+| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝包，一個工具全包
`開發者工具` | +161 | 23.0 | 96,468 | |
+| 6 | [cli/cli](https://github.com/cli/cli)
不開網頁，命令列裡處理 GitHub
`開發者工具` | +111 | 15.9 | 46,801 | |
+| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
不裝一堆外掛，補全高亮都現成
`開發者工具` | +93 | 13.3 | 46,733 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
網頁程式碼格式和檢查，一個工具搞定
`開發者工具` | +55 | 7.9 | 26,022 | |
### 本月成長最快（近 30 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
高效能、可多人協作的編輯器
`開發者工具` | +1,614 | 53.8 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
極快的 Python 包管理器
`開發者工具` | +1,247 | 41.6 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
一個工具管所有開發工具版本
`開發者工具` | +1,198 | 39.9 | 35,557 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
比 grep 更快的遞迴搜尋
`開發者工具` | +984 | 32.8 | 69,561 | |
-| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
JavaScript 一站式工具箱
`開發者工具` | +673 | 22.4 | 96,468 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
自帶 LSP 的模態編輯器
`開發者工具` | +468 | 15.6 | 46,733 | |
-| 7 | [cli/cli](https://github.com/cli/cli)
GitHub 官方命令列工具
`開發者工具` | +442 | 14.7 | 46,801 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
快速的網頁程式碼格式化與檢查
`開發者工具` | +210 | 7.0 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
開啟就快，還能多人一起寫程式碼
`開發者工具` | +1,614 | 53.8 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 包，不用再幹等
`開發者工具` | +1,247 | 41.6 | 91,352 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
各種語言版本，一個工具管齊
`開發者工具` | +1,198 | 39.9 | 35,557 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整個目錄找文字，比 grep 快
`開發者工具` | +984 | 32.8 | 69,561 | |
+| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝包，一個工具全包
`開發者工具` | +673 | 22.4 | 96,468 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不裝一堆外掛，補全高亮都現成
`開發者工具` | +468 | 15.6 | 46,733 | |
+| 7 | [cli/cli](https://github.com/cli/cli)
不開網頁，命令列裡處理 GitHub
`開發者工具` | +442 | 14.7 | 46,801 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
網頁程式碼格式和檢查，一個工具搞定
`開發者工具` | +210 | 7.0 | 26,022 | |
### 今年成長最快（近 365 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
高效能、可多人協作的編輯器
`開發者工具` | +25,774 | 70.6 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
極快的 Python 包管理器
`開發者工具` | +21,546 | 59.0 | 91,352 | |
-| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
JavaScript 一站式工具箱
`開發者工具` | +16,581 | 45.4 | 96,468 | |
-| 4 | [jdx/mise](https://github.com/jdx/mise)
一個工具管所有開發工具版本
`開發者工具` | +15,035 | 41.2 | 35,557 | |
-| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
比 grep 更快的遞迴搜尋
`開發者工具` | +13,351 | 36.6 | 69,561 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
自帶 LSP 的模態編輯器
`開發者工具` | +6,831 | 18.7 | 46,733 | |
-| 7 | [cli/cli](https://github.com/cli/cli)
GitHub 官方命令列工具
`開發者工具` | +6,262 | 17.2 | 46,801 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
快速的網頁程式碼格式化與檢查
`開發者工具` | +4,610 | 12.6 | 26,022 | |
+| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
開啟就快，還能多人一起寫程式碼
`開發者工具` | +25,774 | 70.6 | 92,406 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 包，不用再幹等
`開發者工具` | +21,546 | 59.0 | 91,352 | |
+| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝包，一個工具全包
`開發者工具` | +16,581 | 45.4 | 96,468 | |
+| 4 | [jdx/mise](https://github.com/jdx/mise)
各種語言版本，一個工具管齊
`開發者工具` | +15,035 | 41.2 | 35,557 | |
+| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整個目錄找文字，比 grep 快
`開發者工具` | +13,351 | 36.6 | 69,561 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不裝一堆外掛，補全高亮都現成
`開發者工具` | +6,831 | 18.7 | 46,733 | |
+| 7 | [cli/cli](https://github.com/cli/cli)
不開網頁，命令列裡處理 GitHub
`開發者工具` | +6,262 | 17.2 | 46,801 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
網頁程式碼格式和檢查，一個工具搞定
`開發者工具` | +4,610 | 12.6 | 26,022 | |
### 總星號數（歷史累計）
| # | 專案 | 總星號 | 星號歷史 |
|---|---|---:|---|
-| 1 | [oven-sh/bun](https://github.com/oven-sh/bun)
JavaScript 一站式工具箱
`開發者工具` | 96,468 | |
-| 2 | [zed-industries/zed](https://github.com/zed-industries/zed)
高效能、可多人協作的編輯器
`開發者工具` | 92,406 | |
-| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
極快的 Python 包管理器
`開發者工具` | 91,352 | |
-| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
比 grep 更快的遞迴搜尋
`開發者工具` | 69,561 | |
-| 5 | [cli/cli](https://github.com/cli/cli)
GitHub 官方命令列工具
`開發者工具` | 46,801 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
自帶 LSP 的模態編輯器
`開發者工具` | 46,733 | |
-| 7 | [jdx/mise](https://github.com/jdx/mise)
一個工具管所有開發工具版本
`開發者工具` | 35,557 | |
-| 8 | [biomejs/biome](https://github.com/biomejs/biome)
快速的網頁程式碼格式化與檢查
`開發者工具` | 26,022 | |
+| 1 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝包，一個工具全包
`開發者工具` | 96,468 | |
+| 2 | [zed-industries/zed](https://github.com/zed-industries/zed)
開啟就快，還能多人一起寫程式碼
`開發者工具` | 92,406 | |
+| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 包，不用再幹等
`開發者工具` | 91,352 | |
+| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整個目錄找文字，比 grep 快
`開發者工具` | 69,561 | |
+| 5 | [cli/cli](https://github.com/cli/cli)
不開網頁，命令列裡處理 GitHub
`開發者工具` | 46,801 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不裝一堆外掛，補全高亮都現成
`開發者工具` | 46,733 | |
+| 7 | [jdx/mise](https://github.com/jdx/mise)
各種語言版本，一個工具管齊
`開發者工具` | 35,557 | |
+| 8 | [biomejs/biome](https://github.com/biomejs/biome)
網頁程式碼格式和檢查，一個工具搞定
`開發者工具` | 26,022 | |
## 資安
@@ -202,60 +202,60 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 建立時間（UTC） | 總星號 | 星號/天 | 星號歷史 |
|---|---|---|---:|---:|---|
-| 1 | [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one)
免費 OSINT：3,100 多個站點查人 | 2026-10-28
2.4 天 | 316 | 134.2 | |
-| 2 | [thomasunise/argus](https://github.com/thomasunise/argus)
開源的代理式資安營運平台 | 2026-10-24
5.7 天 | 114 | 20.1 | |
+| 1 | [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one)
暱稱郵箱電話，查遍 3,100 多個站點 | 2026-10-28
2.4 天 | 316 | 134.2 | |
+| 2 | [thomasunise/argus](https://github.com/thomasunise/argus)
代理來管資安營運，開源可用 | 2026-10-24
5.7 天 | 114 | 20.1 | |
### 本週成長最快（近 7 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器、程式碼儲存庫一站式資安掃描
`資安` | +229 | 32.7 | 38,849 | |
-| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
用 YAML 模板快速掃漏洞
`資安` | +226 | 32.3 | 32,453 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
快速掃描程式碼，揪出問題
`資安` | +163 | 23.3 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
簡明實用的資安最佳實務
`資安` | +95 | 13.6 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
查查依賴有沒有已知漏洞
`資安` | +85 | 12.1 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
給容器映像檔做漏洞掃描
`資安` | +57 | 8.1 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
即時發現雲上異常行為
`資安` | +34 | 4.9 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
給 Go 程式碼做安全檢查
`資安` | +14 | 2.0 | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和程式碼倉，一次掃完安全問題
`資安` | +229 | 32.7 | 38,849 | |
+| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
寫個模板，就能批次掃漏洞
`資安` | +226 | 32.3 | 32,453 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
程式碼裡的問題，提交前先揪出來
`資安` | +163 | 23.3 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全該怎麼做，查這幾頁就夠
`資安` | +95 | 13.6 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依賴安不安全，掃一下就知道
`資安` | +85 | 12.1 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
映像檔上線前，先查查有沒有漏洞
`資安` | +57 | 8.1 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
雲上有異常，第一時間知道
`資安` | +34 | 4.9 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 程式碼裡的危險寫法，提前查出
`資安` | +14 | 2.0 | 8,992 | |
### 本月成長最快（近 30 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
用 YAML 模板快速掃漏洞
`資安` | +892 | 29.7 | 32,453 | |
-| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器、程式碼儲存庫一站式資安掃描
`資安` | +768 | 25.6 | 38,849 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
快速掃描程式碼，揪出問題
`資安` | +576 | 19.2 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
簡明實用的資安最佳實務
`資安` | +479 | 16.0 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
查查依賴有沒有已知漏洞
`資安` | +227 | 7.6 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
給容器映像檔做漏洞掃描
`資安` | +200 | 6.7 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
即時發現雲上異常行為
`資安` | +121 | 4.0 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
給 Go 程式碼做安全檢查
`資安` | +42 | 1.4 | 8,992 | |
+| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
寫個模板，就能批次掃漏洞
`資安` | +892 | 29.7 | 32,453 | |
+| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和程式碼倉，一次掃完安全問題
`資安` | +768 | 25.6 | 38,849 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
程式碼裡的問題，提交前先揪出來
`資安` | +576 | 19.2 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全該怎麼做，查這幾頁就夠
`資安` | +479 | 16.0 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依賴安不安全，掃一下就知道
`資安` | +227 | 7.6 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
映像檔上線前，先查查有沒有漏洞
`資安` | +200 | 6.7 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
雲上有異常，第一時間知道
`資安` | +121 | 4.0 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 程式碼裡的危險寫法，提前查出
`資安` | +42 | 1.4 | 8,992 | |
### 今年成長最快（近 365 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器、程式碼儲存庫一站式資安掃描
`資安` | +10,099 | 27.7 | 38,849 | |
-| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
用 YAML 模板快速掃漏洞
`資安` | +7,574 | 20.8 | 32,453 | |
-| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
快速掃描程式碼，揪出問題
`資安` | +4,347 | 11.9 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
簡明實用的資安最佳實務
`資安` | +3,498 | 9.6 | 33,798 | |
-| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
查查依賴有沒有已知漏洞
`資安` | +3,473 | 9.5 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
給容器映像檔做漏洞掃描
`資安` | +2,359 | 6.5 | 13,141 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
即時發現雲上異常行為
`資安` | +1,265 | 3.5 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
給 Go 程式碼做安全檢查
`資安` | +562 | 1.5 | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和程式碼倉，一次掃完安全問題
`資安` | +10,099 | 27.7 | 38,849 | |
+| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
寫個模板，就能批次掃漏洞
`資安` | +7,574 | 20.8 | 32,453 | |
+| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
程式碼裡的問題，提交前先揪出來
`資安` | +4,347 | 11.9 | 17,352 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全該怎麼做，查這幾頁就夠
`資安` | +3,498 | 9.6 | 33,798 | |
+| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依賴安不安全，掃一下就知道
`資安` | +3,473 | 9.5 | 11,326 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
映像檔上線前，先查查有沒有漏洞
`資安` | +2,359 | 6.5 | 13,141 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
雲上有異常，第一時間知道
`資安` | +1,265 | 3.5 | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 程式碼裡的危險寫法，提前查出
`資安` | +562 | 1.5 | 8,992 | |
### 總星號數（歷史累計）
| # | 專案 | 總星號 | 星號歷史 |
|---|---|---:|---|
-| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器、程式碼儲存庫一站式資安掃描
`資安` | 38,849 | |
-| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
簡明實用的資安最佳實務
`資安` | 33,798 | |
-| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
用 YAML 模板快速掃漏洞
`資安` | 32,453 | |
-| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
快速掃描程式碼，揪出問題
`資安` | 17,352 | |
-| 5 | [anchore/grype](https://github.com/anchore/grype)
給容器映像檔做漏洞掃描
`資安` | 13,141 | |
-| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
查查依賴有沒有已知漏洞
`資安` | 11,326 | |
-| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
即時發現雲上異常行為
`資安` | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
給 Go 程式碼做安全檢查
`資安` | 8,992 | |
+| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和程式碼倉，一次掃完安全問題
`資安` | 38,849 | |
+| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全該怎麼做，查這幾頁就夠
`資安` | 33,798 | |
+| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
寫個模板，就能批次掃漏洞
`資安` | 32,453 | |
+| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
程式碼裡的問題，提交前先揪出來
`資安` | 17,352 | |
+| 5 | [anchore/grype](https://github.com/anchore/grype)
映像檔上線前，先查查有沒有漏洞
`資安` | 13,141 | |
+| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依賴安不安全，掃一下就知道
`資安` | 11,326 | |
+| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
雲上有異常，第一時間知道
`資安` | 9,539 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 程式碼裡的危險寫法，提前查出
`資安` | 8,992 | |
## Web / 前端
@@ -265,63 +265,63 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 建立時間（UTC） | 總星號 | 星號/天 | 星號歷史 |
|---|---|---|---:|---:|---|
-| 1 | [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas)
帶插圖的雅思詞彙，7,298 詞 | 2026-10-25
5.0 天 | 3,297 | 658.3 | |
-| 2 | [D3voz/openjutsu](https://github.com/D3voz/openjutsu)
一鍵給影片換角色，本機執行 | 2026-10-26
3.8 天 | 440 | 116.2 | |
-| 3 | [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes)
錄音筆錄音轉文字、歸類、檢索 | 2026-10-28
1.8 天 | 106 | 58.0 | |
-| 4 | [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion)
易經六十四卦動畫，純程式碼製作 | 2026-10-27
3.3 天 | 154 | 46.8 | |
-| 5 | [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate)
按即時菜單和營養搭麥當勞套餐 | 2026-10-24
5.8 天 | 128 | 21.9 | |
+| 1 | [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas)
雅思單詞配圖配發音，共 7,298 個 | 2026-10-25
5.0 天 | 3,297 | 658.3 | |
+| 2 | [D3voz/openjutsu](https://github.com/D3voz/openjutsu)
影片換角色，一鍵在本機完成 | 2026-10-26
3.8 天 | 440 | 116.2 | |
+| 3 | [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes)
錄音筆的錄音，轉成能搜的文字 | 2026-10-28
1.8 天 | 106 | 58.0 | |
+| 4 | [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion)
六十四卦做成動畫，全靠程式碼 | 2026-10-27
3.3 天 | 154 | 46.8 | |
+| 5 | [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate)
吃麥當勞不會搭？按即時菜單和營養來配 | 2026-10-24
5.8 天 | 128 | 21.9 | |
### 本週成長最快（近 7 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，直接複製進專案
`Web / 前端` | +723 | 103.3 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
搭建網頁與原生介面的庫
`Web / 前端` | +343 | 49.0 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
少發 JavaScript 的內容站框架
`Web / 前端` | +211 | 30.1 | 63,603 | |
-| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React 全棧網頁框架
`Web / 前端` | +175 | 25.0 | 143,204 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
把框架編譯掉的網頁開發
`Web / 前端` | +123 | 17.6 | 88,491 | |
-| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
用工具類快速搭出定製介面
`Web / 前端` | +108 | 15.4 | 98,015 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
漸進式 JavaScript 框架
`Web / 前端` | +103 | 14.7 | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
管好非同步資料的狀態庫
`Web / 前端` | +49 | 7.0 | 50,497 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，複製進來就能用
`Web / 前端` | +723 | 103.3 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
網頁和 App 介面，用同一套寫
`Web / 前端` | +343 | 49.0 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
內容網站少帶指令碼，開啟更輕快
`Web / 前端` | +211 | 30.1 | 63,603 | |
+| 4 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整網站，從前到後
`Web / 前端` | +175 | 25.0 | 143,204 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
寫的是框架，跑的是輕巧網頁
`Web / 前端` | +123 | 17.6 | 88,491 | |
+| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不寫一大堆 CSS，也能做定製介面
`Web / 前端` | +108 | 15.4 | 98,015 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
從一個小頁面開始，用多少學多少
`Web / 前端` | +103 | 14.7 | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
請求資料和快取，交給它管
`Web / 前端` | +49 | 7.0 | 50,497 | |
### 本月成長最快（近 30 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，直接複製進專案
`Web / 前端` | +2,537 | 84.6 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
搭建網頁與原生介面的庫
`Web / 前端` | +1,581 | 52.7 | 251,753 | |
-| 3 | [vercel/next.js](https://github.com/vercel/next.js)
React 全棧網頁框架
`Web / 前端` | +823 | 27.4 | 143,204 | |
-| 4 | [withastro/astro](https://github.com/withastro/astro)
少發 JavaScript 的內容站框架
`Web / 前端` | +790 | 26.3 | 63,603 | |
-| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
用工具類快速搭出定製介面
`Web / 前端` | +484 | 16.1 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
把框架編譯掉的網頁開發
`Web / 前端` | +462 | 15.4 | 88,491 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
漸進式 JavaScript 框架
`Web / 前端` | +408 | 13.6 | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
管好非同步資料的狀態庫
`Web / 前端` | +201 | 6.7 | 50,497 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，複製進來就能用
`Web / 前端` | +2,537 | 84.6 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
網頁和 App 介面，用同一套寫
`Web / 前端` | +1,581 | 52.7 | 251,753 | |
+| 3 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整網站，從前到後
`Web / 前端` | +823 | 27.4 | 143,204 | |
+| 4 | [withastro/astro](https://github.com/withastro/astro)
內容網站少帶指令碼，開啟更輕快
`Web / 前端` | +790 | 26.3 | 63,603 | |
+| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不寫一大堆 CSS，也能做定製介面
`Web / 前端` | +484 | 16.1 | 98,015 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
寫的是框架，跑的是輕巧網頁
`Web / 前端` | +462 | 15.4 | 88,491 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
從一個小頁面開始，用多少學多少
`Web / 前端` | +408 | 13.6 | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
請求資料和快取，交給它管
`Web / 前端` | +201 | 6.7 | 50,497 | |
### 今年成長最快（近 365 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，直接複製進專案
`Web / 前端` | +30,284 | 83.0 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
搭建網頁與原生介面的庫
`Web / 前端` | +15,179 | 41.6 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
少發 JavaScript 的內容站框架
`Web / 前端` | +10,483 | 28.7 | 63,603 | |
-| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React 全棧網頁框架
`Web / 前端` | +10,352 | 28.4 | 143,204 | |
-| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
用工具類快速搭出定製介面
`Web / 前端` | +8,536 | 23.4 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
把框架編譯掉的網頁開發
`Web / 前端` | +5,260 | 14.4 | 88,491 | |
-| 7 | [tanstack/query](https://github.com/tanstack/query)
管好非同步資料的狀態庫
`Web / 前端` | +3,870 | 10.6 | 50,497 | |
-| 8 | [vuejs/core](https://github.com/vuejs/core)
漸進式 JavaScript 框架
`Web / 前端` | +3,622 | 9.9 | 54,798 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，複製進來就能用
`Web / 前端` | +30,284 | 83.0 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
網頁和 App 介面，用同一套寫
`Web / 前端` | +15,179 | 41.6 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
內容網站少帶指令碼，開啟更輕快
`Web / 前端` | +10,483 | 28.7 | 63,603 | |
+| 4 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整網站，從前到後
`Web / 前端` | +10,352 | 28.4 | 143,204 | |
+| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不寫一大堆 CSS，也能做定製介面
`Web / 前端` | +8,536 | 23.4 | 98,015 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
寫的是框架，跑的是輕巧網頁
`Web / 前端` | +5,260 | 14.4 | 88,491 | |
+| 7 | [tanstack/query](https://github.com/tanstack/query)
請求資料和快取，交給它管
`Web / 前端` | +3,870 | 10.6 | 50,497 | |
+| 8 | [vuejs/core](https://github.com/vuejs/core)
從一個小頁面開始，用多少學多少
`Web / 前端` | +3,622 | 9.9 | 54,798 | |
### 總星號數（歷史累計）
| # | 專案 | 總星號 | 星號歷史 |
|---|---|---:|---|
-| 1 | [facebook/react](https://github.com/facebook/react)
搭建網頁與原生介面的庫
`Web / 前端` | 251,753 | |
-| 2 | [vercel/next.js](https://github.com/vercel/next.js)
React 全棧網頁框架
`Web / 前端` | 143,204 | |
-| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，直接複製進專案
`Web / 前端` | 126,937 | |
-| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
用工具類快速搭出定製介面
`Web / 前端` | 98,015 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
把框架編譯掉的網頁開發
`Web / 前端` | 88,491 | |
-| 6 | [withastro/astro](https://github.com/withastro/astro)
少發 JavaScript 的內容站框架
`Web / 前端` | 63,603 | |
-| 7 | [vuejs/core](https://github.com/vuejs/core)
漸進式 JavaScript 框架
`Web / 前端` | 54,798 | |
-| 8 | [tanstack/query](https://github.com/tanstack/query)
管好非同步資料的狀態庫
`Web / 前端` | 50,497 | |
+| 1 | [facebook/react](https://github.com/facebook/react)
網頁和 App 介面，用同一套寫
`Web / 前端` | 251,753 | |
+| 2 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整網站，從前到後
`Web / 前端` | 143,204 | |
+| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，複製進來就能用
`Web / 前端` | 126,937 | |
+| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不寫一大堆 CSS，也能做定製介面
`Web / 前端` | 98,015 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
寫的是框架，跑的是輕巧網頁
`Web / 前端` | 88,491 | |
+| 6 | [withastro/astro](https://github.com/withastro/astro)
內容網站少帶指令碼，開啟更輕快
`Web / 前端` | 63,603 | |
+| 7 | [vuejs/core](https://github.com/vuejs/core)
從一個小頁面開始，用多少學多少
`Web / 前端` | 54,798 | |
+| 8 | [tanstack/query](https://github.com/tanstack/query)
請求資料和快取，交給它管
`Web / 前端` | 50,497 | |
## 基礎建設
@@ -331,60 +331,60 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 建立時間（UTC） | 總星號 | 星號/天 | 星號歷史 |
|---|---|---|---:|---:|---|
-| 1 | [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur)
跑在自家 Kubernetes 上的 PaaS | 2026-10-24
6.0 天 | 551 | 91.1 | |
-| 2 | [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow)
端到端 DevOps TaskFlow API | 2026-10-25
4.7 天 | 121 | 25.8 | |
+| 1 | [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur)
在自家 Kubernetes 上搭一個 PaaS | 2026-10-24
6.0 天 | 551 | 91.1 | |
+| 2 | [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow)
一套從頭到尾的 DevOps 任務介面 | 2026-10-25
4.7 天 | 121 | 25.8 | |
### 本週成長最快（近 7 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
自動 HTTPS 的快速網頁伺服器
`基礎建設` | +309 | 44.1 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
生產級容器編排系統
`基礎建設` | +207 | 29.6 | 128,522 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標、日誌、追蹤一站式觀測
`基礎建設` | +184 | 26.3 | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系統監控與告警工具包
`基礎建設` | +182 | 26.0 | 66,853 | |
-| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
用程式碼管理雲基礎設施
`基礎建設` | +114 | 16.3 | 50,087 | |
-| 6 | [docker/compose](https://github.com/docker/compose)
定義並執行多容器應用
`基礎建設` | +114 | 16.3 | 38,525 | |
-| 7 | [traefik/traefik](https://github.com/traefik/traefik)
雲原生反向代理與負載均衡
`基礎建設` | +108 | 15.4 | 65,414 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用通用程式語言寫基礎設施
`基礎建設` | +32 | 4.6 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
搭網站伺服器，HTTPS 自動配好
`基礎建設` | +309 | 44.1 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
容器多了，部署擴容交給它
`基礎建設` | +207 | 29.6 | 128,522 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標日誌追蹤，放進一個面板
`基礎建設` | +184 | 26.3 | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系統出問題，告警先找到你
`基礎建設` | +182 | 26.0 | 66,853 | |
+| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
雲資源寫成程式碼，改動有據可查
`基礎建設` | +114 | 16.3 | 50,087 | |
+| 6 | [docker/compose](https://github.com/docker/compose)
多個容器寫進一個檔案，一起跑
`基礎建設` | +114 | 16.3 | 38,525 | |
+| 7 | [traefik/traefik](https://github.com/traefik/traefik)
服務多了，流量自動分好
`基礎建設` | +108 | 15.4 | 65,414 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的程式語言管雲資源
`基礎建設` | +32 | 4.6 | 25,832 | |
### 本月成長最快（近 30 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
自動 HTTPS 的快速網頁伺服器
`基礎建設` | +2,503 | 83.4 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
生產級容器編排系統
`基礎建設` | +865 | 28.8 | 128,522 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標、日誌、追蹤一站式觀測
`基礎建設` | +760 | 25.3 | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系統監控與告警工具包
`基礎建設` | +702 | 23.4 | 66,853 | |
-| 5 | [traefik/traefik](https://github.com/traefik/traefik)
雲原生反向代理與負載均衡
`基礎建設` | +489 | 16.3 | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
用程式碼管理雲基礎設施
`基礎建設` | +397 | 13.2 | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
定義並執行多容器應用
`基礎建設` | +333 | 11.1 | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用通用程式語言寫基礎設施
`基礎建設` | +135 | 4.5 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
搭網站伺服器，HTTPS 自動配好
`基礎建設` | +2,503 | 83.4 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
容器多了，部署擴容交給它
`基礎建設` | +865 | 28.8 | 128,522 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標日誌追蹤，放進一個面板
`基礎建設` | +760 | 25.3 | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系統出問題，告警先找到你
`基礎建設` | +702 | 23.4 | 66,853 | |
+| 5 | [traefik/traefik](https://github.com/traefik/traefik)
服務多了，流量自動分好
`基礎建設` | +489 | 16.3 | 65,414 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
雲資源寫成程式碼，改動有據可查
`基礎建設` | +397 | 13.2 | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
多個容器寫進一個檔案，一起跑
`基礎建設` | +333 | 11.1 | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的程式語言管雲資源
`基礎建設` | +135 | 4.5 | 25,832 | |
### 今年成長最快（近 365 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
自動 HTTPS 的快速網頁伺服器
`基礎建設` | +11,844 | 32.4 | 78,552 | |
-| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
生產級容器編排系統
`基礎建設` | +11,558 | 31.7 | 128,522 | |
-| 3 | [traefik/traefik](https://github.com/traefik/traefik)
雲原生反向代理與負載均衡
`基礎建設` | +8,750 | 24.0 | 65,414 | |
-| 4 | [grafana/grafana](https://github.com/grafana/grafana)
指標、日誌、追蹤一站式觀測
`基礎建設` | +7,871 | 21.6 | 77,585 | |
-| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系統監控與告警工具包
`基礎建設` | +6,537 | 17.9 | 66,853 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
用程式碼管理雲基礎設施
`基礎建設` | +3,760 | 10.3 | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
定義並執行多容器應用
`基礎建設` | +2,590 | 7.1 | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用通用程式語言寫基礎設施
`基礎建設` | +2,089 | 5.7 | 25,832 | |
+| 1 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
搭網站伺服器，HTTPS 自動配好
`基礎建設` | +11,844 | 32.4 | 78,552 | |
+| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
容器多了，部署擴容交給它
`基礎建設` | +11,558 | 31.7 | 128,522 | |
+| 3 | [traefik/traefik](https://github.com/traefik/traefik)
服務多了，流量自動分好
`基礎建設` | +8,750 | 24.0 | 65,414 | |
+| 4 | [grafana/grafana](https://github.com/grafana/grafana)
指標日誌追蹤，放進一個面板
`基礎建設` | +7,871 | 21.6 | 77,585 | |
+| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系統出問題，告警先找到你
`基礎建設` | +6,537 | 17.9 | 66,853 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
雲資源寫成程式碼，改動有據可查
`基礎建設` | +3,760 | 10.3 | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
多個容器寫進一個檔案，一起跑
`基礎建設` | +2,590 | 7.1 | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的程式語言管雲資源
`基礎建設` | +2,089 | 5.7 | 25,832 | |
### 總星號數（歷史累計）
| # | 專案 | 總星號 | 星號歷史 |
|---|---|---:|---|
-| 1 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
生產級容器編排系統
`基礎建設` | 128,522 | |
-| 2 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
自動 HTTPS 的快速網頁伺服器
`基礎建設` | 78,552 | |
-| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標、日誌、追蹤一站式觀測
`基礎建設` | 77,585 | |
-| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系統監控與告警工具包
`基礎建設` | 66,853 | |
-| 5 | [traefik/traefik](https://github.com/traefik/traefik)
雲原生反向代理與負載均衡
`基礎建設` | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
用程式碼管理雲基礎設施
`基礎建設` | 50,087 | |
-| 7 | [docker/compose](https://github.com/docker/compose)
定義並執行多容器應用
`基礎建設` | 38,525 | |
-| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用通用程式語言寫基礎設施
`基礎建設` | 25,832 | |
+| 1 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
容器多了，部署擴容交給它
`基礎建設` | 128,522 | |
+| 2 | [caddyserver/caddy](https://github.com/caddyserver/caddy)
搭網站伺服器，HTTPS 自動配好
`基礎建設` | 78,552 | |
+| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標日誌追蹤，放進一個面板
`基礎建設` | 77,585 | |
+| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系統出問題，告警先找到你
`基礎建設` | 66,853 | |
+| 5 | [traefik/traefik](https://github.com/traefik/traefik)
服務多了，流量自動分好
`基礎建設` | 65,414 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
雲資源寫成程式碼，改動有據可查
`基礎建設` | 50,087 | |
+| 7 | [docker/compose](https://github.com/docker/compose)
多個容器寫進一個檔案，一起跑
`基礎建設` | 38,525 | |
+| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的程式語言管雲資源
`基礎建設` | 25,832 | |
## 設計 / 創意
@@ -398,53 +398,53 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
手繪風格的線上白板
`設計 / 創意` | +459 | 65.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
開源的團隊設計與原型平台
`設計 / 創意` | +379 | 54.1 | 61,862 | |
-| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
社群打造的統一風格圖示庫
`設計 / 創意` | +173 | 24.7 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
畫流程圖和白板的應用
`設計 / 創意` | +145 | 20.7 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
最受歡迎的 Tailwind 元件庫
`設計 / 創意` | +69 | 9.9 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
靈活好用的圖示家族
`設計 / 創意` | +43 | 6.1 | 7,743 | |
-| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
網頁上播放 AE 動畫
`設計 / 創意` | +33 | 4.7 | 32,290 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
iOS 上播放 AE 動畫
`設計 / 創意` | +0 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開啟就畫，像在紙上隨手畫圖
`設計 / 創意` | +459 | 65.6 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
團隊做設計和原型，用開源的
`設計 / 創意` | +379 | 54.1 | 61,862 | |
+| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套圖示風格統一，拿來就用
`設計 / 創意` | +173 | 24.7 | 25,390 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程圖和示意圖，拖拖就畫好
`設計 / 創意` | +145 | 20.7 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有現成元件可挑
`設計 / 創意` | +69 | 9.9 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
介面圖示演示，圖示一套夠用
`設計 / 創意` | +43 | 6.1 | 7,743 | |
+| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的動畫，直接放進網頁
`設計 / 創意` | +33 | 4.7 | 32,290 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的動畫，直接放進 iOS
`設計 / 創意` | +0 | 0.0 | 43 | |
### 本月成長最快（近 30 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
手繪風格的線上白板
`設計 / 創意` | +1,937 | 64.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
開源的團隊設計與原型平台
`設計 / 創意` | +1,505 | 50.2 | 61,862 | |
-| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
社群打造的統一風格圖示庫
`設計 / 創意` | +646 | 21.5 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
畫流程圖和白板的應用
`設計 / 創意` | +613 | 20.4 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
最受歡迎的 Tailwind 元件庫
`設計 / 創意` | +274 | 9.1 | 42,707 | |
-| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
網頁上播放 AE 動畫
`設計 / 創意` | +189 | 6.3 | 32,290 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
靈活好用的圖示家族
`設計 / 創意` | +183 | 6.1 | 7,743 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
iOS 上播放 AE 動畫
`設計 / 創意` | +0 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開啟就畫，像在紙上隨手畫圖
`設計 / 創意` | +1,937 | 64.6 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
團隊做設計和原型，用開源的
`設計 / 創意` | +1,505 | 50.2 | 61,862 | |
+| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套圖示風格統一，拿來就用
`設計 / 創意` | +646 | 21.5 | 25,390 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程圖和示意圖，拖拖就畫好
`設計 / 創意` | +613 | 20.4 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有現成元件可挑
`設計 / 創意` | +274 | 9.1 | 42,707 | |
+| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的動畫，直接放進網頁
`設計 / 創意` | +189 | 6.3 | 32,290 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
介面圖示演示，圖示一套夠用
`設計 / 創意` | +183 | 6.1 | 7,743 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的動畫，直接放進 iOS
`設計 / 創意` | +0 | 0.0 | 43 | |
### 今年成長最快（近 365 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
手繪風格的線上白板
`設計 / 創意` | +26,967 | 73.9 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
開源的團隊設計與原型平台
`設計 / 創意` | +21,637 | 59.3 | 61,862 | |
-| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
畫流程圖和白板的應用
`設計 / 創意` | +6,446 | 17.7 | 9,075 | |
-| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
社群打造的統一風格圖示庫
`設計 / 創意` | +6,210 | 17.0 | 25,390 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
最受歡迎的 Tailwind 元件庫
`設計 / 創意` | +4,240 | 11.6 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
靈活好用的圖示家族
`設計 / 創意` | +2,191 | 6.0 | 7,743 | |
-| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
網頁上播放 AE 動畫
`設計 / 創意` | +1,055 | 2.9 | 32,290 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
iOS 上播放 AE 動畫
`設計 / 創意` | +1 | 0.0 | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開啟就畫，像在紙上隨手畫圖
`設計 / 創意` | +26,967 | 73.9 | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
團隊做設計和原型，用開源的
`設計 / 創意` | +21,637 | 59.3 | 61,862 | |
+| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程圖和示意圖，拖拖就畫好
`設計 / 創意` | +6,446 | 17.7 | 9,075 | |
+| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套圖示風格統一，拿來就用
`設計 / 創意` | +6,210 | 17.0 | 25,390 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有現成元件可挑
`設計 / 創意` | +4,240 | 11.6 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
介面圖示演示，圖示一套夠用
`設計 / 創意` | +2,191 | 6.0 | 7,743 | |
+| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的動畫，直接放進網頁
`設計 / 創意` | +1,055 | 2.9 | 32,290 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的動畫，直接放進 iOS
`設計 / 創意` | +1 | 0.0 | 43 | |
### 總星號數（歷史累計）
| # | 專案 | 總星號 | 星號歷史 |
|---|---|---:|---|
-| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
手繪風格的線上白板
`設計 / 創意` | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
開源的團隊設計與原型平台
`設計 / 創意` | 61,862 | |
-| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
最受歡迎的 Tailwind 元件庫
`設計 / 創意` | 42,707 | |
-| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
網頁上播放 AE 動畫
`設計 / 創意` | 32,290 | |
-| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
社群打造的統一風格圖示庫
`設計 / 創意` | 25,390 | |
-| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
畫流程圖和白板的應用
`設計 / 創意` | 9,075 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
靈活好用的圖示家族
`設計 / 創意` | 7,743 | |
-| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
iOS 上播放 AE 動畫
`設計 / 創意` | 43 | |
+| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開啟就畫，像在紙上隨手畫圖
`設計 / 創意` | 134,834 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
團隊做設計和原型，用開源的
`設計 / 創意` | 61,862 | |
+| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有現成元件可挑
`設計 / 創意` | 42,707 | |
+| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的動畫，直接放進網頁
`設計 / 創意` | 32,290 | |
+| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套圖示風格統一，拿來就用
`設計 / 創意` | 25,390 | |
+| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程圖和示意圖，拖拖就畫好
`設計 / 創意` | 9,075 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
介面圖示演示，圖示一套夠用
`設計 / 創意` | 7,743 | |
+| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的動畫，直接放進 iOS
`設計 / 創意` | 43 | |
## 資料
@@ -454,59 +454,59 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 建立時間（UTC） | 總星號 | 星號/天 | 星號歷史 |
|---|---|---|---:|---:|---|
-| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
開源社群應得的資料轉換工具 | 2026-10-25
5.0 天 | 269 | 53.5 | |
+| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
做資料轉換，用開源社群自己的工具 | 2026-10-25
5.0 天 | 269 | 53.5 | |
### 本週成長最快（近 7 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
內嵌在應用裡的 SQL 分析資料庫
`資料` | +280 | 40.0 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
開源列式即時分析資料庫
`資料` | +135 | 19.3 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
現代化的資料探索與視覺化
`資料` | +127 | 18.1 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
極快的 DataFrame 庫
`資料` | +77 | 11.0 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
分散式事件流平台
`資料` | +70 | 10.0 | 34,100 | |
-| 6 | [apache/arrow](https://github.com/apache/arrow)
跨語言的記憶體資料分析平台
`資料` | +47 | 6.7 | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
用軟體工程方式處理資料倉儲
`資料` | +42 | 6.0 | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
可互動的筆記本文件
`資料` | +6 | 0.9 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭資料庫服務，也能跑 SQL 分析
`資料` | +280 | 40.0 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量資料即時分析，用開源的
`資料` | +135 | 19.3 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
資料看不懂，做成圖就明白
`資料` | +127 | 18.1 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用幹等
`資料` | +77 | 11.0 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間傳訊息，穩穩接住
`資料` | +70 | 10.0 | 34,100 | |
+| 6 | [apache/arrow](https://github.com/apache/arrow)
不同語言之間，資料直接通用
`資料` | +47 | 6.7 | 17,260 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
數倉 SQL 也能版本管理和測試
`資料` | +42 | 6.0 | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
程式碼結果和說明，放在一頁裡
`資料` | +6 | 0.9 | 13,461 | |
### 本月成長最快（近 30 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
內嵌在應用裡的 SQL 分析資料庫
`資料` | +932 | 31.1 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
開源列式即時分析資料庫
`資料` | +618 | 20.6 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
現代化的資料探索與視覺化
`資料` | +483 | 16.1 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
極快的 DataFrame 庫
`資料` | +385 | 12.8 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
分散式事件流平台
`資料` | +304 | 10.1 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
用軟體工程方式處理資料倉儲
`資料` | +177 | 5.9 | 14,104 | |
-| 7 | [apache/arrow](https://github.com/apache/arrow)
跨語言的記憶體資料分析平台
`資料` | +115 | 3.8 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
可互動的筆記本文件
`資料` | +71 | 2.4 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭資料庫服務，也能跑 SQL 分析
`資料` | +932 | 31.1 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量資料即時分析，用開源的
`資料` | +618 | 20.6 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
資料看不懂，做成圖就明白
`資料` | +483 | 16.1 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用幹等
`資料` | +385 | 12.8 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間傳訊息，穩穩接住
`資料` | +304 | 10.1 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
數倉 SQL 也能版本管理和測試
`資料` | +177 | 5.9 | 14,104 | |
+| 7 | [apache/arrow](https://github.com/apache/arrow)
不同語言之間，資料直接通用
`資料` | +115 | 3.8 | 17,260 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
程式碼結果和說明，放在一頁裡
`資料` | +71 | 2.4 | 13,461 | |
### 今年成長最快（近 365 天）
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
內嵌在應用裡的 SQL 分析資料庫
`資料` | +9,367 | 25.7 | 42,680 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
開源列式即時分析資料庫
`資料` | +7,643 | 20.9 | 50,670 | |
-| 3 | [apache/superset](https://github.com/apache/superset)
現代化的資料探索與視覺化
`資料` | +7,461 | 20.4 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
極快的 DataFrame 庫
`資料` | +4,866 | 13.3 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
分散式事件流平台
`資料` | +3,302 | 9.0 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
用軟體工程方式處理資料倉儲
`資料` | +2,470 | 6.8 | 14,104 | |
-| 7 | [apache/arrow](https://github.com/apache/arrow)
跨語言的記憶體資料分析平台
`資料` | +1,313 | 3.6 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
可互動的筆記本文件
`資料` | +916 | 2.5 | 13,461 | |
+| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭資料庫服務，也能跑 SQL 分析
`資料` | +9,367 | 25.7 | 42,680 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量資料即時分析，用開源的
`資料` | +7,643 | 20.9 | 50,670 | |
+| 3 | [apache/superset](https://github.com/apache/superset)
資料看不懂，做成圖就明白
`資料` | +7,461 | 20.4 | 75,366 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用幹等
`資料` | +4,866 | 13.3 | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間傳訊息，穩穩接住
`資料` | +3,302 | 9.0 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
數倉 SQL 也能版本管理和測試
`資料` | +2,470 | 6.8 | 14,104 | |
+| 7 | [apache/arrow](https://github.com/apache/arrow)
不同語言之間，資料直接通用
`資料` | +1,313 | 3.6 | 17,260 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
程式碼結果和說明，放在一頁裡
`資料` | +916 | 2.5 | 13,461 | |
### 總星號數（歷史累計）
| # | 專案 | 總星號 | 星號歷史 |
|---|---|---:|---|
-| 1 | [apache/superset](https://github.com/apache/superset)
現代化的資料探索與視覺化
`資料` | 75,366 | |
-| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
開源列式即時分析資料庫
`資料` | 50,670 | |
-| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
內嵌在應用裡的 SQL 分析資料庫
`資料` | 42,680 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
極快的 DataFrame 庫
`資料` | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
分散式事件流平台
`資料` | 34,100 | |
-| 6 | [apache/arrow](https://github.com/apache/arrow)
跨語言的記憶體資料分析平台
`資料` | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
用軟體工程方式處理資料倉儲
`資料` | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
可互動的筆記本文件
`資料` | 13,461 | |
+| 1 | [apache/superset](https://github.com/apache/superset)
資料看不懂，做成圖就明白
`資料` | 75,366 | |
+| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量資料即時分析，用開源的
`資料` | 50,670 | |
+| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭資料庫服務，也能跑 SQL 分析
`資料` | 42,680 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用幹等
`資料` | 40,233 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間傳訊息，穩穩接住
`資料` | 34,100 | |
+| 6 | [apache/arrow](https://github.com/apache/arrow)
不同語言之間，資料直接通用
`資料` | 17,260 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
數倉 SQL 也能版本管理和測試
`資料` | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
程式碼結果和說明，放在一頁裡
`資料` | 13,461 | |
---
diff --git a/data/projects.json b/data/projects.json
index cbadbff..fc1663b 100644
--- a/data/projects.json
+++ b/data/projects.json
@@ -11,6 +11,13 @@
"ko": "리버서가 며칠씩 어셈블리를 노려보던 일을, AI가 프로그램이 무슨 일을 하는지 바로 알려준다. Ghidra와 연결되어 읽을 수 없던 바이너리를 한 문장으로 설명한다."
},
"hook": {
+ "en": "Can't read a program? Let AI explain it to you",
+ "zh-Hans": "看不懂的程序，让 AI 讲给你听",
+ "zh-Hant": "看不懂的程式，讓 AI 講給你聽",
+ "ja": "読めないプログラムは、AI に説明させよう",
+ "ko": "읽을 수 없는 프로그램, AI가 설명해 준다"
+ },
+ "hook_prev": {
"en": "Let AI reverse-engineer and clone any software",
"zh-Hans": "让 AI 帮你逆向、复刻任何软件",
"zh-Hant": "讓 AI 幫你逆向、復刻任何軟體",
@@ -30,6 +37,13 @@
"ko": "웹 페이지 없이 터미널에서 바로 AI로 코딩한다. 여러 모델을 지원하고 Claude Code·Codex에 맞서는 무료 오픈소스."
},
"hook": {
+ "en": "AI writes your code right in the terminal, no browser",
+ "zh-Hans": "不开浏览器，终端里就有 AI 写代码",
+ "zh-Hant": "不開瀏覽器，終端裡就有 AI 寫程式碼",
+ "ja": "ブラウザなしで、ターミナルの AI がコードを書く",
+ "ko": "브라우저 없이 터미널에서 AI가 코드를 쓴다"
+ },
+ "hook_prev": {
"en": "Free open-source AI coding in your terminal",
"zh-Hans": "终端里的免费开源 AI 编程助手",
"zh-Hant": "終端裡的免費開源 AI 程式設計助手",
@@ -49,6 +63,13 @@
"ko": "한 데스크톱에서 여러 AI 코딩 에이전트를 동시에 돌려 누가 더 잘 짜는지 비교한다. 에이전트마다 작업 공간이 따로라 서로 방해하지 않는다."
},
"hook": {
+ "en": "Several AIs write at once, see which one works best",
+ "zh-Hans": "几个 AI 一起写，谁好用一眼看出",
+ "zh-Hant": "幾個 AI 一起寫，誰好用一眼看出",
+ "ja": "複数の AI に書かせて、どれが良いか一目で",
+ "ko": "AI 여러 개가 함께 쓰니 뭐가 나은지 한눈에"
+ },
+ "hook_prev": {
"en": "Run many AI coding agents side by side",
"zh-Hans": "多个 AI 编程智能体同台比拼",
"zh-Hant": "多個 AI 程式設計代理同台比拼",
@@ -68,6 +89,13 @@
"ko": "AI가 자기 코드의 취약점을 직접 찾게 하고, 다른 AI를 불러 반박까지 시킨다. 코딩 에이전트가 쓰는 불안전한 코드를 잡아낸다."
},
"hook": {
+ "en": "After AI writes the code, a second AI picks it apart",
+ "zh-Hans": "AI 写完代码，再请一个 AI 挑刺",
+ "zh-Hant": "AI 寫完程式碼，再請一個 AI 挑刺",
+ "ja": "AI が書いたコードを、別の AI が突っ込む",
+ "ko": "AI가 쓴 코드를 다른 AI가 다시 짚어 준다"
+ },
+ "hook_prev": {
"en": "One AI audits the code, a second AI challenges it",
"zh-Hans": "两个 AI 互相挑代码漏洞",
"zh-Hant": "兩個 AI 互相挑程式碼漏洞",
@@ -87,6 +115,13 @@
"ko": "웹 페이지를 쓰듯 영상을 쓰면 AI가 바로 렌더링한다. 코딩 에이전트도 쓸 수 있어 편집 소프트웨어를 따로 배울 필요가 없다."
},
"hook": {
+ "en": "Can't edit video? Write it like a web page",
+ "zh-Hans": "不会剪辑，写网页一样就能出片",
+ "zh-Hant": "不會剪輯，寫網頁一樣就能出片",
+ "ja": "編集できなくても、Web ページ感覚で動画に",
+ "ko": "편집 몰라도 웹페이지처럼 쓰면 영상이 된다"
+ },
+ "hook_prev": {
"en": "Write video like a web page, let AI render it",
"zh-Hans": "像写网页一样做视频",
"zh-Hant": "像寫網頁一樣做影片",
@@ -106,6 +141,13 @@
"ko": "AI가 코드에 군더더기를 잔뜩 붙이는 버릇을 고친다. 게으른 베테랑처럼 안 써도 되면 쓰지 않고, 쓸 거면 제대로 쓰게 가르친다."
},
"hook": {
+ "en": "Less filler code from AI, the needed code done right",
+ "zh-Hans": "让 AI 少写废代码，该写的写对",
+ "zh-Hant": "讓 AI 少寫廢程式碼，該寫的寫對",
+ "ja": "AI の無駄なコードを減らし、必要な所は正しく",
+ "ko": "AI의 쓸데없는 코드는 줄이고 필요한 건 정확히"
+ },
+ "hook_prev": {
"en": "Stops AI from padding its code",
"zh-Hans": "治好 AI 写代码灌水",
"zh-Hant": "治好 AI 寫程式碼灌水",
@@ -125,6 +167,13 @@
"ko": "코드베이스 전체를 한 장의 지도로 만들어 어떤 파일이 서로 호출하는지 AI가 한눈에 파악한다. 큰 프로젝트를 처음부터 끝까지 읽을 필요가 없다."
},
"hook": {
+ "en": "Too big to read? Start with this map of the code",
+ "zh-Hans": "大项目看不过来，先看这张地图",
+ "zh-Hant": "大專案看不過來，先看這張地圖",
+ "ja": "大きすぎて読めない時は、まずこの地図から",
+ "ko": "너무 커서 못 읽겠다면 이 지도부터 보자"
+ },
+ "hook_prev": {
"en": "Turn a codebase into a map AI can read",
"zh-Hans": "把整个代码库变成一张地图",
"zh-Hant": "把整個程式碼庫變成一張地圖",
@@ -144,6 +193,13 @@
"ko": "챗봇이 아니라 실제로 일을 해주는 AI. 시스템을 가로질러 동작하고 로컬에 배포하며 데이터가 내 컴퓨터를 떠나지 않는다."
},
"hook": {
+ "en": "An AI that finishes the job, data stays on your machine",
+ "zh-Hans": "能把事做完的 AI，数据留在本机",
+ "zh-Hant": "能把事做完的 AI，資料留在本機",
+ "ja": "仕事を終わらせる AI。データは自分の PC に残る",
+ "ko": "일을 끝내는 AI, 데이터는 내 컴퓨터에 남는다"
+ },
+ "hook_prev": {
"en": "An AI that gets work done, on your own machine",
"zh-Hans": "真能干活的 AI，数据不出电脑",
"zh-Hant": "真能幹活的 AI，資料不出電腦",
@@ -163,6 +219,13 @@
"ko": "DeepSeek이 공개한 오픈소스 에이전트 하네스(`dsh`). '모든 것이 플러그인'이라는 구조로 필요한 기능을 조립해 쓴다. 개발자 프리뷰 단계라 호환성이 깨지는 변경이 생길 수 있다."
},
"hook": {
+ "en": "Pick plugins and build the agent you want",
+ "zh-Hans": "想要什么智能体，用插件自己拼",
+ "zh-Hant": "想要什麼代理，用外掛自己拼",
+ "ja": "欲しいエージェントは、プラグインで自分で組む",
+ "ko": "원하는 에이전트를 플러그인으로 직접 조립"
+ },
+ "hook_prev": {
"en": "DeepSeek's open-source agent kit, built from plugins",
"zh-Hans": "DeepSeek 开源智能体，插件自由拼装",
"zh-Hant": "DeepSeek 開源代理，外掛自由拼裝",
@@ -182,6 +245,13 @@
"ko": "코딩 에이전트를 위한 종합 강화 패키지. 스킬, 사용하며 배우는 습관, 메모리, 보안 점검, 조사부터 하고 구현하는 개발 흐름을 담았고 Claude Code·Codex·OpenCode·Cursor 등에서 쓸 수 있다."
},
"hook": {
+ "en": "Give your coding AI memory, skills and safety checks",
+ "zh-Hans": "给编程 AI 加记忆、技能和安全检查",
+ "zh-Hant": "給程式設計 AI 加記憶、技能和安全檢查",
+ "ja": "コーディング AI に記憶・スキル・安全チェックを",
+ "ko": "코딩 AI에 기억, 스킬, 보안 점검을 더한다"
+ },
+ "hook_prev": {
"en": "Performance tune-up kit for coding agents",
"zh-Hans": "给编程智能体的性能调优套件",
"zh-Hant": "給程式設計代理的效能調優套件",
@@ -201,6 +271,13 @@
"ko": "메뉴 막대 앱과 로컬 게이트웨이로, 어떤 코딩 에이전트에서든 원하는 모델을 쓸 수 있다(Claude Code에 Kimi, Codex에 DeepSeek). 할당량이 떨어지면 다음 계정으로 자동 전환한다."
},
"hook": {
+ "en": "Swap models in your coding AI; quota runs out, it carries on",
+ "zh-Hans": "编程 AI 换模型，额度用完自动续",
+ "zh-Hant": "程式設計 AI 換模型，額度用完自動續",
+ "ja": "コーディング AI のモデルを替え、枠切れでも続行",
+ "ko": "코딩 AI의 모델을 바꾸고, 한도가 차도 이어서"
+ },
+ "hook_prev": {
"en": "Use any model in any coding agent",
"zh-Hans": "任意编程智能体，任意模型",
"zh-Hant": "任意程式設計代理，任意模型",
@@ -220,6 +297,13 @@
"ko": "AI 에이전트에게 인터넷 전체를 보여주는 도구. 명령 하나로 트위터·Reddit·YouTube·GitHub·Bilibili·샤오홍슈를 읽고 검색하며 API 비용이 들지 않는다."
},
"hook": {
+ "en": "Twitter, YouTube, Xiaohongshu: let AI search them for you",
+ "zh-Hans": "推特油管小红书，AI 都能帮你搜",
+ "zh-Hant": "推特油管小紅書，AI 都能幫你搜",
+ "ja": "Twitter・YouTube・小紅書を AI が代わりに検索",
+ "ko": "트위터·유튜브·샤오홍슈, AI가 대신 검색"
+ },
+ "hook_prev": {
"en": "Give your AI agent eyes on the whole internet",
"zh-Hans": "让 AI 智能体看到整个互联网",
"zh-Hant": "讓 AI 代理看到整個網路",
@@ -239,6 +323,13 @@
"ko": "코딩 에이전트에게 '감각'을 주는 스킬 모음. 아트 디렉션, 실제 참고 이미지, 브라우저 자체 점검으로 흔해 빠진 AI 랜딩 페이지를 만들지 않게 한다."
},
"hook": {
+ "en": "Stop AI from making every page look the same",
+ "zh-Hans": "别再让 AI 做出千篇一律的页面",
+ "zh-Hant": "別再讓 AI 做出千篇一律的頁面",
+ "ja": "AI が同じ見た目のページばかり作るのを止める",
+ "ko": "AI가 똑같은 페이지만 만들지 않게"
+ },
+ "hook_prev": {
"en": "Give coding agents good design taste",
"zh-Hans": "让编程智能体有审美",
"zh-Hant": "讓程式設計代理有審美",
@@ -258,6 +349,13 @@
"ko": "코딩 에이전트에 디자인 감각을 더해 주는 스킬. 여러 플랫폼과 프레임워크에서 전문가다운 UI/UX를 만들게 한다."
},
"hook": {
+ "en": "UIs built by AI that look professionally designed",
+ "zh-Hans": "AI 做的界面，看着像专业设计",
+ "zh-Hant": "AI 做的介面，看著像專業設計",
+ "ja": "AI が作る画面を、プロのデザインらしく",
+ "ko": "AI가 만든 화면을 전문가 디자인처럼"
+ },
+ "hook_prev": {
"en": "Make AI-built UIs look professional",
"zh-Hans": "让 AI 做的界面更专业",
"zh-Hant": "讓 AI 做的介面更專業",
@@ -277,6 +375,13 @@
"ko": "무료 MIT 라이선스 AI 게이트웨이. 하나의 엔드포인트로 수백 개 제공자와 모델에 연결하고 할당량이 떨어지면 자동 전환한다. Claude Code·Codex·Cursor·OpenCode·Cline·Copilot과 함께 쓸 수 있다."
},
"hook": {
+ "en": "One entry to hundreds of models, quota switches itself",
+ "zh-Hans": "一个入口接几百个模型，额度自动切",
+ "zh-Hant": "一個入口接幾百個模型，額度自動切",
+ "ja": "入口 1 つで何百ものモデル、枠は自動で切替",
+ "ko": "입구 하나로 수백 개 모델, 한도는 자동 전환"
+ },
+ "hook_prev": {
"en": "One free gateway to hundreds of AI models",
"zh-Hans": "一个免费入口，接上百个模型",
"zh-Hant": "一個免費入口，接上百個模型",
@@ -296,6 +401,13 @@
"ko": "AI 에이전트 팀을 회사처럼 운영하는 오픈소스 앱. 목표를 배정하고 예산을 정하고 작업과 비용을 한 대시보드에서 추적한다. OpenClaw가 직원이라면 Paperclip은 회사다."
},
"hook": {
+ "en": "Many AIs at work, tasks and costs on one screen",
+ "zh-Hans": "一群 AI 干活，任务和花费一屏看",
+ "zh-Hant": "一群 AI 幹活，任務和花費一屏看",
+ "ja": "AI が働く様子とコストを 1 画面で",
+ "ko": "AI 여럿의 작업과 비용을 한 화면에서"
+ },
+ "hook_prev": {
"en": "Run a team of AI agents like a company",
"zh-Hans": "像开公司一样管理 AI 智能体团队",
"zh-Hant": "像開公司一樣管理 AI 代理團隊",
@@ -315,6 +427,13 @@
"ko": "Claude Code·Codex·Gemini CLI·OpenCode·OpenClaw 등을 한곳에서 관리하는 데스크톱 앱. API 제공자를 한 번에 바꾸고 MCP·스킬·프롬프트도 설정 파일을 손으로 고치지 않고 관리한다."
},
"hook": {
+ "en": "Switch providers in one click, no config editing",
+ "zh-Hans": "换接口不用改配置，一键切",
+ "zh-Hant": "換介面不用改配置，一鍵切",
+ "ja": "設定ファイルを触らず、ワンクリックで切替",
+ "ko": "설정 파일 안 고치고 원클릭으로 전환"
+ },
+ "hook_prev": {
"en": "Switch AI coding tools' API providers in one click",
"zh-Hans": "一键切换 AI 编程工具的接口",
"zh-Hant": "一鍵切換 AI 程式設計工具的介面",
@@ -334,6 +453,13 @@
"ko": "Nous Research가 만든 스스로 개선하는 AI 에이전트. 학습 루프가 내장되어 경험에서 스킬을 만들고 쓰면서 다듬으며, Telegram·Discord·Slack 등에서도 대화할 수 있다."
},
"hook": {
+ "en": "An AI helper that gets better the more you use it",
+ "zh-Hans": "越用越会干活的 AI 助手",
+ "zh-Hant": "越用越會幹活的 AI 助手",
+ "ja": "使うほど仕事が上手くなる AI アシスタント",
+ "ko": "쓸수록 일을 더 잘하는 AI 도우미"
+ },
+ "hook_prev": {
"en": "A self-improving AI agent that learns skills",
"zh-Hans": "会自我改进的 AI 智能体",
"zh-Hant": "會自我改進的 AI 代理",
@@ -353,6 +479,13 @@
"ko": "NVIDIA가 만든 AI 에이전트 스킬 보안 스캐너. 설치 전에 취약점, 프롬프트 인젝션, 데이터 유출, 공급망 위험을 검사한다. Claude Code·Codex·MCP 스킬을 지원한다."
},
"hook": {
+ "en": "Check for traps before you install an AI skill",
+ "zh-Hans": "装 AI 技能前，先查有没有坑",
+ "zh-Hant": "裝 AI 技能前，先查有沒有坑",
+ "ja": "AI スキルを入れる前に、罠がないか確認",
+ "ko": "AI 스킬 설치 전에 함정부터 확인"
+ },
+ "hook_prev": {
"en": "Scan AI agent skills for risks before you install",
"zh-Hans": "装技能之前，先扫一遍风险",
"zh-Hant": "裝技能之前，先掃一遍風險",
@@ -372,6 +505,13 @@
"ko": "코딩 에이전트를 위한 실무급 엔지니어링 스킬 모음. 시니어 엔지니어가 명세부터 출시까지 지키는 워크플로와 품질 게이트를 담아 에이전트가 매번 따르게 한다."
},
"hook": {
+ "en": "Teach AI the working rules of veteran engineers",
+ "zh-Hans": "把老工程师的做事规矩教给 AI",
+ "zh-Hant": "把老工程師的做事規矩教給 AI",
+ "ja": "ベテランエンジニアの仕事の流儀を AI に教える",
+ "ko": "베테랑 엔지니어의 일하는 방식을 AI에게"
+ },
+ "hook_prev": {
"en": "Senior-engineer habits for your coding agent",
"zh-Hans": "把资深工程师的做法教给 AI",
"zh-Hant": "把資深工程師的做法教給 AI",
@@ -391,6 +531,13 @@
"ko": "세션이 바뀌어도 에이전트가 기억하게 한다. 작업 내용을 기록하고 AI로 압축해 다음 세션에 관련 내용을 다시 넣어 준다. Claude Code·Codex·Gemini·OpenCode 등에서 쓸 수 있다."
},
"hook": {
+ "en": "AI no longer forgets where it left off",
+ "zh-Hans": "AI 不再忘记上次做到哪",
+ "zh-Hant": "AI 不再忘記上次做到哪",
+ "ja": "AI が前回の続きを忘れなくなる",
+ "ko": "AI가 지난번 하던 일을 잊지 않는다"
+ },
+ "hook_prev": {
"en": "Gives AI agents memory across sessions",
"zh-Hans": "让智能体记住上次做过什么",
"zh-Hant": "讓代理記住上次做過什麼",
@@ -410,6 +557,13 @@
"ko": "Anthropic이 공개한 Agent Skills 저장소. 지침·스크립트·리소스를 담은 폴더를 Claude가 필요할 때 불러온다. 창작부터 웹 앱 테스트까지 다양해 직접 스킬을 만들 때 참고하기 좋다."
},
"hook": {
+ "en": "Learn to write Claude skills from the official examples",
+ "zh-Hans": "Claude 技能怎么写，照着官方学",
+ "zh-Hant": "Claude 技能怎麼寫，照著官方學",
+ "ja": "Claude スキルの書き方は、公式の例で学ぶ",
+ "ko": "Claude 스킬 작성법은 공식 예제로 배운다"
+ },
+ "hook_prev": {
"en": "Anthropic's public Agent Skills examples",
"zh-Hans": "Anthropic 官方智能体技能库",
"zh-Hant": "Anthropic 官方代理技能庫",
@@ -429,6 +583,13 @@
"ko": "Rust로 만든 초고속 Python 패키지·프로젝트 관리자."
},
"hook": {
+ "en": "Install Python packages without the wait",
+ "zh-Hans": "装 Python 包，不用再干等",
+ "zh-Hant": "裝 Python 包，不用再幹等",
+ "ja": "Python パッケージの導入で待たされない",
+ "ko": "Python 패키지 설치, 더 이상 기다리지 않는다"
+ },
+ "hook_prev": {
"en": "Blazing-fast Python package manager",
"zh-Hans": "极快的 Python 包管理器",
"zh-Hant": "極快的 Python 包管理器",
@@ -448,6 +609,13 @@
"ko": "런타임·번들러·테스트·패키지 관리자를 한데 모은 JavaScript 툴킷."
},
"hook": {
+ "en": "Run, bundle, test, install: one tool does it all",
+ "zh-Hans": "运行打包测试装包，一个工具全包",
+ "zh-Hant": "執行打包測試裝包，一個工具全包",
+ "ja": "実行・バンドル・テスト・導入を 1 つで",
+ "ko": "실행·번들·테스트·설치를 도구 하나로"
+ },
+ "hook_prev": {
"en": "All-in-one JavaScript runtime and toolkit",
"zh-Hans": "JavaScript 一站式工具箱",
"zh-Hant": "JavaScript 一站式工具箱",
@@ -467,6 +635,13 @@
"ko": "웹 프로젝트를 위한 고속 포맷터·린터. JS/TS/JSON/CSS 지원."
},
"hook": {
+ "en": "Format and check web code with one tool",
+ "zh-Hans": "网页代码格式和检查，一个工具搞定",
+ "zh-Hant": "網頁程式碼格式和檢查，一個工具搞定",
+ "ja": "Web コードの整形とチェックを 1 つで",
+ "ko": "웹 코드 정리와 점검을 도구 하나로"
+ },
+ "hook_prev": {
"en": "Fast formatter and linter for web code",
"zh-Hans": "快速的网页代码格式化与检查",
"zh-Hant": "快速的網頁程式碼格式化與檢查",
@@ -486,6 +661,13 @@
"ko": "Atom·Tree-sitter 제작진의 고성능 멀티플레이어 코드 에디터."
},
"hook": {
+ "en": "Opens fast, and you can code together with others",
+ "zh-Hans": "打开就快，还能多人一起写代码",
+ "zh-Hant": "開啟就快，還能多人一起寫程式碼",
+ "ja": "すぐ開けて、みんなで一緒にコードを書ける",
+ "ko": "열자마자 빠르고, 함께 코딩도 된다"
+ },
+ "hook_prev": {
"en": "A fast code editor you can share with others",
"zh-Hans": "高性能、可多人协作的编辑器",
"zh-Hant": "高效能、可多人協作的編輯器",
@@ -505,6 +687,13 @@
"ko": "LSP·tree-sitter·다중 선택을 내장한 모달 텍스트 에디터."
},
"hook": {
+ "en": "No pile of plugins: completion and highlighting built in",
+ "zh-Hans": "不装一堆插件，补全高亮都现成",
+ "zh-Hant": "不裝一堆外掛，補全高亮都現成",
+ "ja": "プラグイン不要、補完とハイライトは最初から",
+ "ko": "플러그인 없이 자동완성·하이라이트가 기본"
+ },
+ "hook_prev": {
"en": "Modal editor with LSP built in",
"zh-Hans": "自带 LSP 的模态编辑器",
"zh-Hant": "自帶 LSP 的模態編輯器",
@@ -524,6 +713,13 @@
"ko": "다언어 런타임과 환경 관리를 한데 모은 개발 도구 버전 관리자."
},
"hook": {
+ "en": "Every language version, managed by one tool",
+ "zh-Hans": "各种语言版本，一个工具管齐",
+ "zh-Hant": "各種語言版本，一個工具管齊",
+ "ja": "言語のバージョンを 1 つのツールでまとめて管理",
+ "ko": "여러 언어 버전을 도구 하나로 관리"
+ },
+ "hook_prev": {
"en": "One tool for all your dev tool versions",
"zh-Hans": "一个工具管所有开发工具版本",
"zh-Hant": "一個工具管所有開發工具版本",
@@ -543,6 +739,13 @@
"ko": "이슈·PR·Actions 등을 다루는 GitHub 공식 CLI."
},
"hook": {
+ "en": "Handle GitHub from the command line, no browser",
+ "zh-Hans": "不开网页，命令行里处理 GitHub",
+ "zh-Hant": "不開網頁，命令列裡處理 GitHub",
+ "ja": "ブラウザを開かず、コマンドラインで GitHub を操作",
+ "ko": "브라우저 없이 명령줄에서 GitHub 처리"
+ },
+ "hook_prev": {
"en": "GitHub in your terminal, from GitHub itself",
"zh-Hans": "GitHub 官方命令行工具",
"zh-Hant": "GitHub 官方命令列工具",
@@ -562,6 +765,13 @@
"ko": "정규식으로 디렉터리를 재귀 검색. grep보다 빠름."
},
"hook": {
+ "en": "Search a whole folder for text, faster than grep",
+ "zh-Hans": "翻遍整个目录找文字，比 grep 快",
+ "zh-Hant": "翻遍整個目錄找文字，比 grep 快",
+ "ja": "フォルダ全体の文字検索が grep より速い",
+ "ko": "폴더 전체의 글자 검색, grep보다 빠르다"
+ },
+ "hook_prev": {
"en": "Regex search, faster than grep",
"zh-Hans": "比 grep 更快的递归搜索",
"zh-Hant": "比 grep 更快的遞迴搜尋",
@@ -581,6 +791,13 @@
"ko": "컨테이너·파일시스템·Git 등을 위한 올인원 보안 스캐너."
},
"hook": {
+ "en": "Scan containers and code repos for security issues at once",
+ "zh-Hans": "容器和代码仓，一次扫完安全问题",
+ "zh-Hant": "容器和程式碼倉，一次掃完安全問題",
+ "ja": "コンテナもコードも、安全チェックは 1 回で",
+ "ko": "컨테이너와 코드 저장소 보안 점검을 한 번에"
+ },
+ "hook_prev": {
"en": "One scanner for containers and code repos",
"zh-Hans": "容器、代码仓库一站式安全扫描",
"zh-Hant": "容器、程式碼儲存庫一站式資安掃描",
@@ -600,6 +817,13 @@
"ko": "컨테이너 이미지·파일시스템용 취약점 스캐너."
},
"hook": {
+ "en": "Check an image for vulnerabilities before it goes live",
+ "zh-Hans": "镜像上线前，先查查有没有漏洞",
+ "zh-Hant": "映像檔上線前，先查查有沒有漏洞",
+ "ja": "イメージを公開する前に、脆弱性を確認",
+ "ko": "이미지를 올리기 전에 취약점부터 확인"
+ },
+ "hook_prev": {
"en": "Scan container images for vulnerabilities",
"zh-Hans": "给容器镜像做漏洞扫描",
"zh-Hant": "給容器映像檔做漏洞掃描",
@@ -619,6 +843,13 @@
"ko": "다언어 경량 정적 분석. 버그를 찾고 가드를 강제."
},
"hook": {
+ "en": "Catch the problems in your code before you commit",
+ "zh-Hans": "代码里的问题，提交前先揪出来",
+ "zh-Hant": "程式碼裡的問題，提交前先揪出來",
+ "ja": "コードの問題は、コミット前に見つけ出す",
+ "ko": "코드의 문제는 커밋 전에 찾아낸다"
+ },
+ "hook_prev": {
"en": "Fast code scanning to catch bugs",
"zh-Hans": "快速扫描代码，揪出问题",
"zh-Hant": "快速掃描程式碼，揪出問題",
@@ -638,6 +869,13 @@
"ko": "간단한 YAML 템플릿으로 동작하는 고속 취약점 스캐너."
},
"hook": {
+ "en": "Write one template, scan for vulnerabilities in bulk",
+ "zh-Hans": "写个模板，就能批量扫漏洞",
+ "zh-Hant": "寫個模板，就能批次掃漏洞",
+ "ja": "テンプレート 1 つで、脆弱性を一括スキャン",
+ "ko": "템플릿 하나로 취약점을 한꺼번에 스캔"
+ },
+ "hook_prev": {
"en": "Fast vulnerability scanner driven by YAML templates",
"zh-Hans": "用 YAML 模板快速扫漏洞",
"zh-Hant": "用 YAML 模板快速掃漏洞",
@@ -657,6 +895,13 @@
"ko": "이상 활동을 감지하는 클라우드 네이티브 런타임 보안 도구."
},
"hook": {
+ "en": "Know the moment something odd happens in the cloud",
+ "zh-Hans": "云上有异常，第一时间知道",
+ "zh-Hant": "雲上有異常，第一時間知道",
+ "ja": "クラウドの異常に、すぐ気づける",
+ "ko": "클라우드의 이상 징후를 바로 안다"
+ },
+ "hook_prev": {
"en": "Spot suspicious activity in the cloud at runtime",
"zh-Hans": "实时发现云上异常行为",
"zh-Hant": "即時發現雲上異常行為",
@@ -676,6 +921,13 @@
"ko": "OSV 데이터베이스와 대조해 의존성의 알려진 취약점을 검사."
},
"hook": {
+ "en": "Are your dependencies safe? One scan tells you",
+ "zh-Hans": "用的依赖安不安全，扫一下就知道",
+ "zh-Hant": "用的依賴安不安全，掃一下就知道",
+ "ja": "使っている依存は安全か、スキャンすればわかる",
+ "ko": "쓰는 의존성이 안전한지, 스캔하면 안다"
+ },
+ "hook_prev": {
"en": "Check your dependencies for known vulnerabilities",
"zh-Hans": "查查依赖有没有已知漏洞",
"zh-Hant": "查查依賴有沒有已知漏洞",
@@ -695,6 +947,13 @@
"ko": "Go 소스의 흔한 불안전 패턴을 검사하는 도구."
},
"hook": {
+ "en": "Spot risky patterns in your Go code early",
+ "zh-Hans": "Go 代码里的危险写法，提前查出",
+ "zh-Hant": "Go 程式碼裡的危險寫法，提前查出",
+ "ja": "Go コードの危ない書き方を早めに見つける",
+ "ko": "Go 코드의 위험한 작성 패턴을 미리 찾는다"
+ },
+ "hook_prev": {
"en": "Find insecure patterns in your Go code",
"zh-Hans": "给 Go 代码做安全检查",
"zh-Hant": "給 Go 程式碼做安全檢查",
@@ -714,6 +973,13 @@
"ko": "OWASP 치트시트 모음. 간결한 보안 모범 사례."
},
"hook": {
+ "en": "How to do security right? These pages are enough",
+ "zh-Hans": "安全该怎么做，查这几页就够",
+ "zh-Hant": "安全該怎麼做，查這幾頁就夠",
+ "ja": "セキュリティのやり方は、このシリーズで十分",
+ "ko": "보안은 어떻게 하나? 이 문서면 충분하다"
+ },
+ "hook_prev": {
"en": "Short, practical security best practices",
"zh-Hans": "简明实用的安全最佳实践",
"zh-Hant": "簡明實用的資安最佳實務",
@@ -733,6 +999,13 @@
"ko": "웹용 React 프레임워크. SSR·라우팅·풀스택."
},
"hook": {
+ "en": "Build a whole site with React, front to back",
+ "zh-Hans": "用 React 做完整网站，从前到后",
+ "zh-Hant": "用 React 做完整網站，從前到後",
+ "ja": "React でサイトを丸ごと、フロントから裏側まで",
+ "ko": "React로 사이트 전체를 앞뒤까지 완성"
+ },
+ "hook_prev": {
"en": "The React framework for full-stack web apps",
"zh-Hans": "React 全栈网页框架",
"zh-Hant": "React 全棧網頁框架",
@@ -752,6 +1025,13 @@
"ko": "웹·네이티브 UI를 만들기 위한 라이브러리."
},
"hook": {
+ "en": "Web and app screens, built the same way",
+ "zh-Hans": "网页和 App 界面，用同一套写",
+ "zh-Hant": "網頁和 App 介面，用同一套寫",
+ "ja": "Web もアプリの画面も、同じ書き方で",
+ "ko": "웹과 앱 화면을 같은 방식으로"
+ },
+ "hook_prev": {
"en": "Build web and native UIs",
"zh-Hans": "搭建网页与原生界面的库",
"zh-Hant": "搭建網頁與原生介面的庫",
@@ -771,6 +1051,13 @@
"ko": "점진적 JS 프레임워크의 코어 런타임과 컴파일러."
},
"hook": {
+ "en": "Start with one small page, learn only what you use",
+ "zh-Hans": "从一个小页面开始，用多少学多少",
+ "zh-Hant": "從一個小頁面開始，用多少學多少",
+ "ja": "小さなページから始め、使う分だけ学べる",
+ "ko": "작은 페이지부터, 쓰는 만큼만 배운다"
+ },
+ "hook_prev": {
"en": "The progressive JavaScript framework",
"zh-Hans": "渐进式 JavaScript 框架",
"zh-Hant": "漸進式 JavaScript 框架",
@@ -790,6 +1077,13 @@
"ko": "프레임워크를 컴파일로 없애는 웹 앱 방식."
},
"hook": {
+ "en": "You write a framework, visitors get a light page",
+ "zh-Hans": "写的是框架，跑的是轻巧网页",
+ "zh-Hant": "寫的是框架，跑的是輕巧網頁",
+ "ja": "書くのはフレームワーク、動くのは軽いページ",
+ "ko": "쓰는 건 프레임워크, 돌아가는 건 가벼운 페이지"
+ },
+ "hook_prev": {
"en": "Web apps with the framework compiled away",
"zh-Hans": "把框架编译掉的网页开发",
"zh-Hant": "把框架編譯掉的網頁開發",
@@ -809,6 +1103,13 @@
"ko": "콘텐츠 사이트용 웹 프레임워크. 기본적으로 JS를 적게 보냄."
},
"hook": {
+ "en": "Content sites with less script open lighter",
+ "zh-Hans": "内容网站少带脚本，打开更轻快",
+ "zh-Hant": "內容網站少帶指令碼，開啟更輕快",
+ "ja": "スクリプトを減らして、軽く開くコンテンツサイト",
+ "ko": "스크립트를 줄여 더 가볍게 열리는 콘텐츠 사이트"
+ },
+ "hook_prev": {
"en": "Content sites that ship less JavaScript",
"zh-Hans": "少发 JavaScript 的内容站框架",
"zh-Hant": "少發 JavaScript 的內容站框架",
@@ -828,6 +1129,13 @@
"ko": "유틸리티 우선 CSS 프레임워크. 맞춤 디자인을 빠르게."
},
"hook": {
+ "en": "Custom designs without writing a pile of CSS",
+ "zh-Hans": "不写一大堆 CSS，也能做定制界面",
+ "zh-Hant": "不寫一大堆 CSS，也能做定製介面",
+ "ja": "CSS を大量に書かなくても、独自デザインに",
+ "ko": "CSS를 잔뜩 안 써도 맞춤 디자인"
+ },
+ "hook_prev": {
"en": "Build custom designs with utility CSS classes",
"zh-Hans": "用工具类快速搭出定制界面",
"zh-Hant": "用工具類快速搭出定製介面",
@@ -847,6 +1155,13 @@
"ko": "앱에 복사해 쓰는 아름다운 컴포넌트 모음."
},
"hook": {
+ "en": "Good-looking components: copy them in and use them",
+ "zh-Hans": "好看的组件，复制进来就能用",
+ "zh-Hant": "好看的元件，複製進來就能用",
+ "ja": "見栄えの良い部品。コピーしてすぐ使える",
+ "ko": "예쁜 컴포넌트, 복사해서 바로 쓴다"
+ },
+ "hook_prev": {
"en": "Beautiful components you copy into your app",
"zh-Hans": "好看的组件，直接复制进项目",
"zh-Hant": "好看的元件，直接複製進專案",
@@ -866,6 +1181,13 @@
"ko": "TS/JS·React·Vue·Solid용 강력한 비동기 상태 관리."
},
"hook": {
+ "en": "Fetching data and caching it? Leave it to this",
+ "zh-Hans": "请求数据和缓存，交给它管",
+ "zh-Hant": "請求資料和快取，交給它管",
+ "ja": "データ取得とキャッシュは、これに任せる",
+ "ko": "데이터 요청과 캐시는 이 도구에 맡긴다"
+ },
+ "hook_prev": {
"en": "Async state management for React, Vue and more",
"zh-Hans": "管好异步数据的状态库",
"zh-Hant": "管好非同步資料的狀態庫",
@@ -885,6 +1207,13 @@
"ko": "프로덕션급 컨테이너 오케스트레이션."
},
"hook": {
+ "en": "Lots of containers? Leave deploying and scaling to it",
+ "zh-Hans": "容器多了，部署扩容交给它",
+ "zh-Hant": "容器多了，部署擴容交給它",
+ "ja": "コンテナが増えても、配備と拡張は任せる",
+ "ko": "컨테이너가 늘어도 배포와 확장은 맡긴다"
+ },
+ "hook_prev": {
"en": "Production-grade container orchestration",
"zh-Hans": "生产级容器编排系统",
"zh-Hant": "生產級容器編排系統",
@@ -904,6 +1233,13 @@
"ko": "Docker로 다중 컨테이너 앱을 정의·실행."
},
"hook": {
+ "en": "Put many containers in one file and run them together",
+ "zh-Hans": "多个容器写进一个文件，一起跑",
+ "zh-Hant": "多個容器寫進一個檔案，一起跑",
+ "ja": "複数のコンテナを 1 つのファイルでまとめて動かす",
+ "ko": "여러 컨테이너를 파일 하나로 함께 실행"
+ },
+ "hook_prev": {
"en": "Define and run multi-container apps",
"zh-Hans": "定义并运行多容器应用",
"zh-Hant": "定義並執行多容器應用",
@@ -923,6 +1259,13 @@
"ko": "클라우드 자원을 코드로 구축·변경하는 IaC 도구."
},
"hook": {
+ "en": "Write cloud resources as code, every change on record",
+ "zh-Hans": "云资源写成代码，改动有据可查",
+ "zh-Hant": "雲資源寫成程式碼，改動有據可查",
+ "ja": "クラウド資源をコードにして、変更を追えるように",
+ "ko": "클라우드 자원을 코드로, 변경 내역이 남는다"
+ },
+ "hook_prev": {
"en": "Manage cloud infrastructure as code",
"zh-Hans": "用代码管理云基础设施",
"zh-Hant": "用程式碼管理雲基礎設施",
@@ -942,6 +1285,13 @@
"ko": "범용 언어로 쓰는 인프라 as 코드."
},
"hook": {
+ "en": "Manage cloud resources in a language you already know",
+ "zh-Hans": "用熟悉的编程语言管云资源",
+ "zh-Hant": "用熟悉的程式語言管雲資源",
+ "ja": "使い慣れた言語で、クラウド資源を管理",
+ "ko": "익숙한 프로그래밍 언어로 클라우드 자원 관리"
+ },
+ "hook_prev": {
"en": "Infrastructure as code in real programming languages",
"zh-Hans": "用通用编程语言写基础设施",
"zh-Hant": "用通用程式語言寫基礎設施",
@@ -961,6 +1311,13 @@
"ko": "자동 HTTPS를 갖춘 고속 멀티플랫폼 웹 서버."
},
"hook": {
+ "en": "Set up a web server with HTTPS configured for you",
+ "zh-Hans": "搭网站服务器，HTTPS 自动配好",
+ "zh-Hant": "搭網站伺服器，HTTPS 自動配好",
+ "ja": "Web サーバー構築、HTTPS は自動で設定",
+ "ko": "웹 서버를 세우면 HTTPS는 자동 설정"
+ },
+ "hook_prev": {
"en": "Web server with automatic HTTPS",
"zh-Hans": "自动 HTTPS 的快速网页服务器",
"zh-Hant": "自動 HTTPS 的快速網頁伺服器",
@@ -980,6 +1337,13 @@
"ko": "클라우드 네이티브 리버스 프록시·로드 밸런서."
},
"hook": {
+ "en": "With many services, traffic gets sorted automatically",
+ "zh-Hans": "服务多了，流量自动分好",
+ "zh-Hant": "服務多了，流量自動分好",
+ "ja": "サービスが増えても、通信は自動で振り分け",
+ "ko": "서비스가 늘어도 트래픽은 자동 분배"
+ },
+ "hook_prev": {
"en": "Cloud-native reverse proxy and load balancer",
"zh-Hans": "云原生反向代理与负载均衡",
"zh-Hant": "雲原生反向代理與負載均衡",
@@ -999,6 +1363,13 @@
"ko": "시스템 모니터링·알림 툴킷."
},
"hook": {
+ "en": "When the system breaks, the alert finds you first",
+ "zh-Hans": "系统出问题，告警先找到你",
+ "zh-Hant": "系統出問題，告警先找到你",
+ "ja": "システムの不具合は、アラートが先に知らせる",
+ "ko": "시스템에 문제가 생기면 알림이 먼저 찾아온다"
+ },
+ "hook_prev": {
"en": "Systems monitoring and alerting toolkit",
"zh-Hans": "系统监控与告警工具包",
"zh-Hant": "系統監控與告警工具包",
@@ -1018,6 +1389,13 @@
"ko": "메트릭·로그·트레이스용 오픈 관측성 플랫폼."
},
"hook": {
+ "en": "Metrics, logs and traces on one dashboard",
+ "zh-Hans": "指标日志链路，放进一个面板",
+ "zh-Hant": "指標日誌追蹤，放進一個面板",
+ "ja": "指標・ログ・トレースを 1 つのパネルに",
+ "ko": "지표·로그·트레이스를 한 대시보드에"
+ },
+ "hook_prev": {
"en": "Open observability for metrics, logs and traces",
"zh-Hans": "指标、日志、链路一站式观测",
"zh-Hant": "指標、日誌、追蹤一站式觀測",
@@ -1037,6 +1415,13 @@
"ko": "손그림 풍 다이어그램용 가상 화이트보드."
},
"hook": {
+ "en": "Open it and draw, like sketching on paper",
+ "zh-Hans": "打开就画，像在纸上随手画图",
+ "zh-Hant": "開啟就畫，像在紙上隨手畫圖",
+ "ja": "開いてすぐ描ける、紙に落書きする感覚で",
+ "ko": "열자마자 그린다, 종이에 낙서하듯"
+ },
+ "hook_prev": {
"en": "A virtual whiteboard with a hand-drawn look",
"zh-Hans": "手绘风格的在线白板",
"zh-Hant": "手繪風格的線上白板",
@@ -1056,6 +1441,13 @@
"ko": "제품 팀을 위한 오픈소스 디자인·프로토타입 플랫폼."
},
"hook": {
+ "en": "Design and prototype as a team, with open source",
+ "zh-Hans": "团队做设计和原型，用开源的",
+ "zh-Hant": "團隊做設計和原型，用開源的",
+ "ja": "チームのデザインとプロトタイプはオープンソースで",
+ "ko": "팀의 디자인·프로토타입, 오픈 소스로"
+ },
+ "hook_prev": {
"en": "Open-source design and prototyping for teams",
"zh-Hans": "开源的团队设计与原型平台",
"zh-Hant": "開源的團隊設計與原型平台",
@@ -1075,6 +1467,13 @@
"ko": "다이어그램·화이트보드 앱. diagrams.net의 코어."
},
"hook": {
+ "en": "Flowcharts and diagrams, drag and done",
+ "zh-Hans": "流程图和示意图，拖拖就画好",
+ "zh-Hant": "流程圖和示意圖，拖拖就畫好",
+ "ja": "フローチャートや図は、ドラッグで完成",
+ "ko": "순서도와 다이어그램, 끌어서 완성"
+ },
+ "hook_prev": {
"en": "A diagram and whiteboard app",
"zh-Hans": "画流程图和白板的应用",
"zh-Hant": "畫流程圖和白板的應用",
@@ -1094,6 +1493,13 @@
"ko": "Lottie로 After Effects 애니메이션을 iOS에 그리는 라이브러리."
},
"hook": {
+ "en": "Drop After Effects animations straight into iOS",
+ "zh-Hans": "AE 做的动画，直接放进 iOS",
+ "zh-Hant": "AE 做的動畫，直接放進 iOS",
+ "ja": "After Effects のアニメを、そのまま iOS に",
+ "ko": "After Effects 애니메이션을 그대로 iOS에"
+ },
+ "hook_prev": {
"en": "Play After Effects animations in iOS apps",
"zh-Hans": "iOS 上播放 AE 动画",
"zh-Hant": "iOS 上播放 AE 動畫",
@@ -1113,6 +1519,13 @@
"ko": "Lottie로 웹에 After Effects 애니메이션을 네이티브 렌더."
},
"hook": {
+ "en": "Drop After Effects animations straight into web pages",
+ "zh-Hans": "AE 做的动画，直接放进网页",
+ "zh-Hant": "AE 做的動畫，直接放進網頁",
+ "ja": "After Effects のアニメを、そのまま Web に",
+ "ko": "After Effects 애니메이션을 그대로 웹에"
+ },
+ "hook_prev": {
"en": "Play After Effects animations on the web",
"zh-Hans": "网页上播放 AE 动画",
"zh-Hant": "網頁上播放 AE 動畫",
@@ -1132,6 +1545,13 @@
"ko": "Tailwind CSS용 인기 컴포넌트 라이브러리."
},
"hook": {
+ "en": "Using Tailwind? Ready-made components to pick from",
+ "zh-Hans": "用 Tailwind，也有现成组件可挑",
+ "zh-Hant": "用 Tailwind，也有現成元件可挑",
+ "ja": "Tailwind でも、選べる部品が最初から揃う",
+ "ko": "Tailwind에도 골라 쓸 컴포넌트가 준비돼 있다"
+ },
+ "hook_prev": {
"en": "The most popular Tailwind CSS component library",
"zh-Hans": "最受欢迎的 Tailwind 组件库",
"zh-Hant": "最受歡迎的 Tailwind 元件庫",
@@ -1151,6 +1571,13 @@
"ko": "커뮤니티가 만든 아름답고 일관된 아이콘 키트."
},
"hook": {
+ "en": "One icon set in one style, ready to use",
+ "zh-Hans": "一套图标风格统一，拿来就用",
+ "zh-Hant": "一套圖示風格統一，拿來就用",
+ "ja": "スタイルが揃ったアイコン一式、すぐ使える",
+ "ko": "스타일이 통일된 아이콘 세트, 바로 쓴다"
+ },
+ "hook_prev": {
"en": "Clean, consistent icons made by the community",
"zh-Hans": "社区打造的统一风格图标库",
"zh-Hant": "社群打造的統一風格圖示庫",
@@ -1170,6 +1597,13 @@
"ko": "UI·도식·프레젠테이션용 유연한 아이콘 패밀리."
},
"hook": {
+ "en": "One icon family for screens, diagrams and slides",
+ "zh-Hans": "界面图示演示，图标一套够用",
+ "zh-Hant": "介面圖示演示，圖示一套夠用",
+ "ja": "画面・図・スライドに、アイコン一式で足りる",
+ "ko": "화면·도식·발표 자료까지 아이콘 한 세트"
+ },
+ "hook_prev": {
"en": "A flexible icon family for any interface",
"zh-Hans": "灵活好用的图标家族",
"zh-Hant": "靈活好用的圖示家族",
@@ -1189,6 +1623,13 @@
"ko": "프로세스 내 SQL OLAP 데이터베이스."
},
"hook": {
+ "en": "Run SQL analysis without setting up a database server",
+ "zh-Hans": "不搭数据库服务，也能跑 SQL 分析",
+ "zh-Hant": "不搭資料庫服務，也能跑 SQL 分析",
+ "ja": "データベースサーバーなしで、SQL 分析ができる",
+ "ko": "DB 서버 없이도 SQL 분석을 돌린다"
+ },
+ "hook_prev": {
"en": "A SQL analytics database that runs inside your app",
"zh-Hans": "内嵌在应用里的 SQL 分析数据库",
"zh-Hant": "內嵌在應用裡的 SQL 分析資料庫",
@@ -1208,6 +1649,13 @@
"ko": "Rust·Python용 초고속 DataFrame 라이브러리."
},
"hook": {
+ "en": "Table data handled fast, no more waiting",
+ "zh-Hans": "表格数据处理快，不用干等",
+ "zh-Hant": "表格資料處理快，不用幹等",
+ "ja": "表データの処理が速く、待たされない",
+ "ko": "표 데이터 처리가 빨라 기다릴 일 없다"
+ },
+ "hook_prev": {
"en": "Lightning-fast DataFrames for Rust and Python",
"zh-Hans": "极快的 DataFrame 库",
"zh-Hant": "極快的 DataFrame 庫",
@@ -1227,6 +1675,13 @@
"ko": "인메모리 분석용 언어 간 플랫폼."
},
"hook": {
+ "en": "Across languages, the data works as it is",
+ "zh-Hans": "不同语言之间，数据直接通用",
+ "zh-Hant": "不同語言之間，資料直接通用",
+ "ja": "言語が違っても、データはそのまま通じる",
+ "ko": "언어가 달라도 데이터가 그대로 통한다"
+ },
+ "hook_prev": {
"en": "Fast in-memory analytics across languages",
"zh-Hans": "跨语言的内存数据分析平台",
"zh-Hant": "跨語言的記憶體資料分析平台",
@@ -1246,6 +1701,13 @@
"ko": "웨어하우스 데이터를 소프트웨어 공학 방식으로 변환."
},
"hook": {
+ "en": "Warehouse SQL with version control and tests",
+ "zh-Hans": "数仓 SQL 也能版本管理和测试",
+ "zh-Hant": "數倉 SQL 也能版本管理和測試",
+ "ja": "データウェアハウスの SQL もバージョン管理とテストを",
+ "ko": "데이터 웨어하우스 SQL도 버전 관리와 테스트를"
+ },
+ "hook_prev": {
"en": "Transform warehouse data like a software engineer",
"zh-Hans": "用软件工程方式处理数据仓库",
"zh-Hant": "用軟體工程方式處理資料倉儲",
@@ -1265,6 +1727,13 @@
"ko": "현대적 데이터 탐색·시각화 플랫폼."
},
"hook": {
+ "en": "Can't make sense of the data? Turn it into charts",
+ "zh-Hans": "数据看不懂，做成图就明白",
+ "zh-Hant": "資料看不懂，做成圖就明白",
+ "ja": "データは、グラフにすれば見えてくる",
+ "ko": "데이터가 안 읽히면 차트로 만들면 보인다"
+ },
+ "hook_prev": {
"en": "Modern data exploration and charts",
"zh-Hans": "现代化的数据探索与可视化",
"zh-Hant": "現代化的資料探索與視覺化",
@@ -1284,6 +1753,13 @@
"ko": "실시간 분석용 오픈소스 컬럼형 DB."
},
"hook": {
+ "en": "Real-time analysis of huge data, with open source",
+ "zh-Hans": "大量数据实时分析，用开源的",
+ "zh-Hant": "大量資料即時分析，用開源的",
+ "ja": "大量データのリアルタイム分析をオープンソースで",
+ "ko": "대용량 데이터 실시간 분석, 오픈 소스로"
+ },
+ "hook_prev": {
"en": "Open-source database for real-time analytics",
"zh-Hans": "开源列式实时分析数据库",
"zh-Hant": "開源列式即時分析資料庫",
@@ -1303,6 +1779,13 @@
"ko": "분산 이벤트 스트리밍 플랫폼."
},
"hook": {
+ "en": "Pass messages between systems, caught reliably",
+ "zh-Hans": "系统之间传消息，稳稳接住",
+ "zh-Hant": "系統之間傳訊息，穩穩接住",
+ "ja": "システム間のメッセージを、確実に受け止める",
+ "ko": "시스템 사이의 메시지를 믿음직하게 받아낸다"
+ },
+ "hook_prev": {
"en": "Distributed event streaming platform",
"zh-Hans": "分布式事件流平台",
"zh-Hant": "分散式事件流平台",
@@ -1322,6 +1805,13 @@
"ko": "문서를 만들고 공유하는 Jupyter 인터랙티브 노트북."
},
"hook": {
+ "en": "Code, results and notes together on one page",
+ "zh-Hans": "代码结果和说明，放在一页里",
+ "zh-Hant": "程式碼結果和說明，放在一頁裡",
+ "ja": "コードと結果と説明を、1 ページにまとめる",
+ "ko": "코드·결과·설명을 한 페이지에"
+ },
+ "hook_prev": {
"en": "Interactive notebooks for creating and sharing documents",
"zh-Hans": "可交互的笔记本文档",
"zh-Hant": "可互動的筆記本文件",
diff --git a/data/translation_library.json b/data/translation_library.json
index 571c7df..7c2694d 100644
--- a/data/translation_library.json
+++ b/data/translation_library.json
@@ -16,6 +16,13 @@
"zh-Hant": "Office 2026 預啟用安裝包",
"ja": "Office 2026 の事前アクティベート済みインストーラー",
"ko": "Office 2026 사전 활성화 설치 파일"
+ },
+ "hook_prev": {
+ "en": "Office 2026 installer, listed as pre-activated",
+ "zh-Hans": "Office 2026 预激活安装包",
+ "zh-Hant": "Office 2026 預啟用安裝包",
+ "ja": "Office 2026 の事前アクティベート済みインストーラー",
+ "ko": "Office 2026 사전 활성화 설치 파일"
}
}
},
@@ -33,6 +40,13 @@
"zh-Hant": "Whale Tracker 2026 預啟用桌面版",
"ja": "Whale Tracker 2026 事前アクティベート済みデスクトップ版",
"ko": "Whale Tracker 2026 사전 활성화 데스크톱판"
+ },
+ "hook_prev": {
+ "en": "Whale Tracker 2026, pre-activated desktop edition",
+ "zh-Hans": "Whale Tracker 2026 预激活桌面版",
+ "zh-Hant": "Whale Tracker 2026 預啟用桌面版",
+ "ja": "Whale Tracker 2026 事前アクティベート済みデスクトップ版",
+ "ko": "Whale Tracker 2026 사전 활성화 데스크톱판"
}
}
},
@@ -46,6 +60,13 @@
"en": "Treat agents as functions and turn ideas into programs. An agent-native functional language with a CLI, Web IDE, goal-driven bots and live UI. Source-available; no AI training.",
"seen": "2026-10-30",
"hook": {
+ "en": "Treat agents as functions and write ideas as programs",
+ "zh-Hans": "想法写成程序，智能体当函数用",
+ "zh-Hant": "想法寫成程式，代理當函式用",
+ "ja": "アイデアをプログラムに、エージェントは関数として",
+ "ko": "아이디어를 프로그램으로, 에이전트는 함수처럼"
+ },
+ "hook_prev": {
"en": "Agents as functions, ideas as programs",
"zh-Hans": "智能体当函数，想法写成程序",
"zh-Hant": "代理當函式，想法寫成程式",
@@ -63,6 +84,13 @@
"ko": "🌃 Capri — 《사이버펑크: 엣지러너》에서 영감을 받은 데스크톱용 AI 에이전트. Claude Code, Codex, Antigravity 등에서 쓸 수 있다.",
"seen": "2026-10-30",
"hook": {
+ "en": "An AI agent on your desktop with Edgerunners flavor",
+ "zh-Hans": "桌面上有个《边缘行者》风的 AI 智能体",
+ "zh-Hant": "桌面上有個《邊緣行者》風的 AI 代理",
+ "ja": "デスクトップに『エッジランナーズ』風の AI エージェント",
+ "ko": "데스크톱에 엣지러너 풍 AI 에이전트가 산다"
+ },
+ "hook_prev": {
"en": "An Edgerunners-inspired AI agent for your desktop",
"zh-Hans": "《边缘行者》风格的桌面 AI 智能体",
"zh-Hant": "《邊緣行者》風格的桌面 AI 代理",
@@ -80,6 +108,13 @@
"ko": "영상 속 캐릭터를 한 번에 교체: ComfyUI와 MiniMax H3 위에 만든, 오픈 소스 로컬 Higgsfield Genjutsu 대안. FLUX.3 Klein으로 조명도 다시 입힌다.",
"seen": "2026-10-30",
"hook": {
+ "en": "Swap a character in a video with one click, run locally",
+ "zh-Hans": "视频换角色，一键在本机完成",
+ "zh-Hant": "影片換角色，一鍵在本機完成",
+ "ja": "動画のキャラ替えが、ワンクリックで手元で完結",
+ "ko": "영상 속 캐릭터 교체, 내 컴퓨터에서 원클릭"
+ },
+ "hook_prev": {
"en": "One-click character swap in videos, run locally",
"zh-Hans": "一键给视频换角色，本地运行",
"zh-Hant": "一鍵給影片換角色，本機執行",
@@ -97,6 +132,13 @@
"ko": "AI 에이전트(Codex, Claude Code)를 위한 증거 우선 족보 조사 스킬: 구소련 전역의 교회 기록부, 민사, 군사, 강제 이주, 탄압 기록…",
"seen": "2026-10-30",
"hook": {
+ "en": "Trace family roots in former-Soviet records with AI",
+ "zh-Hans": "查前苏联地区的家谱，让 AI 帮你翻档案",
+ "zh-Hant": "查前蘇聯地區的家譜，讓 AI 幫你翻檔案",
+ "ja": "旧ソ連圏の家系調べ、資料探しは AI に",
+ "ko": "구소련 지역 족보 찾기, 기록 뒤지기는 AI에게"
+ },
+ "hook_prev": {
"en": "AI genealogy research for former-USSR records",
"zh-Hans": "用 AI 查前苏联地区的家谱档案",
"zh-Hant": "用 AI 查前蘇聯地區的家譜檔案",
@@ -119,6 +161,13 @@
"zh-Hant": "Systemcare Pro 已啟用安裝包",
"ja": "Systemcare Pro 2026 アクティベート済みインストーラー",
"ko": "Systemcare Pro 2026 전체 기능 활성화 설치 파일"
+ },
+ "hook_prev": {
+ "en": "Systemcare Pro 2026 installer, all features activated",
+ "zh-Hans": "Systemcare Pro 已激活安装包",
+ "zh-Hant": "Systemcare Pro 已啟用安裝包",
+ "ja": "Systemcare Pro 2026 アクティベート済みインストーラー",
+ "ko": "Systemcare Pro 2026 전체 기능 활성화 설치 파일"
}
}
},
@@ -136,6 +185,13 @@
"zh-Hant": "Soundpad 2026 音訊外掛完整安裝包",
"ja": "Soundpad 2026 音声プラグイン入りインストーラー",
"ko": "Soundpad 2026 오디오 플러그인 설치 파일"
+ },
+ "hook_prev": {
+ "en": "Soundpad 2026 installer with audio plugins",
+ "zh-Hans": "Soundpad 2026 音频插件完整安装包",
+ "zh-Hant": "Soundpad 2026 音訊外掛完整安裝包",
+ "ja": "Soundpad 2026 音声プラグイン入りインストーラー",
+ "ko": "Soundpad 2026 오디오 플러그인 설치 파일"
}
}
},
@@ -149,6 +205,13 @@
"en": "Deploy and manage AstrBot and NapCat locally on an Android phone. Ships with a built-in PRoot Ubuntu runtime and supports a native management UI, WebUI, logs, backup and restore, and independent updates, with no root required.",
"seen": "2026-10-30",
"hook": {
+ "en": "Run AstrBot and NapCat on your phone, no root",
+ "zh-Hans": "手机跑 AstrBot 和 NapCat，免 Root",
+ "zh-Hant": "手機跑 AstrBot 和 NapCat，免 Root",
+ "ja": "スマホで AstrBot と NapCat、Root は不要",
+ "ko": "폰에서 AstrBot·NapCat, 루팅 없이"
+ },
+ "hook_prev": {
"en": "Run AstrBot and NapCat on your phone, no root",
"zh-Hans": "手机上免 Root 跑 AstrBot 和 NapCat",
"zh-Hant": "手機上免 Root 跑 AstrBot 和 NapCat",
@@ -171,6 +234,13 @@
"zh-Hant": "2026 出版方案完整安裝程式",
"ja": "2026 年版の出版用インストーラー",
"ko": "2026 출판용 전체 설치 파일"
+ },
+ "hook_prev": {
+ "en": "2026 publishing installer, full working build",
+ "zh-Hans": "2026 出版方案完整安装程序",
+ "zh-Hant": "2026 出版方案完整安裝程式",
+ "ja": "2026 年版の出版用インストーラー",
+ "ko": "2026 출판용 전체 설치 파일"
}
}
},
@@ -183,6 +253,13 @@
"ko": "MiniMax Code 팀이 MiniMax Code를 만드는 데 쓰는 워크플로와 스킬. 오픈 소스이며 설치해서 바로 쓸 수 있다.",
"seen": "2026-10-30",
"hook": {
+ "en": "See how the MiniMax Code team builds MiniMax Code",
+ "zh-Hans": "看 MiniMax Code 团队自己怎么做",
+ "zh-Hant": "看 MiniMax Code 團隊自己怎麼做",
+ "ja": "MiniMax Code チームの作り方を、そのまま見られる",
+ "ko": "MiniMax Code 팀이 만드는 방식을 그대로 본다"
+ },
+ "hook_prev": {
"en": "How the MiniMax Code team builds MiniMax Code",
"zh-Hans": "MiniMax Code 团队的工作流与技能",
"zh-Hant": "MiniMax Code 團隊的工作流程與技能",
@@ -205,6 +282,13 @@
"zh-Hant": "AnyDesk 2026 遠端桌面安裝程式",
"ja": "AnyDesk 2026 リモートデスクトップ用インストーラー",
"ko": "AnyDesk 2026 원격 데스크톱 설치 파일"
+ },
+ "hook_prev": {
+ "en": "AnyDesk 2026 installer for remote desktop",
+ "zh-Hans": "AnyDesk 2026 远程桌面安装程序",
+ "zh-Hant": "AnyDesk 2026 遠端桌面安裝程式",
+ "ja": "AnyDesk 2026 リモートデスクトップ用インストーラー",
+ "ko": "AnyDesk 2026 원격 데스크톱 설치 파일"
}
}
},
@@ -222,6 +306,13 @@
"zh-Hant": "Recoverit 2026 已啟用安裝程式",
"ja": "Recoverit 2026 全機能アクティベート済みインストーラー",
"ko": "Recoverit 2026 전체 기능 활성화 설치 파일"
+ },
+ "hook_prev": {
+ "en": "Recoverit 2026 installer, all features activated",
+ "zh-Hans": "Recoverit 2026 已激活安装程序",
+ "zh-Hant": "Recoverit 2026 已啟用安裝程式",
+ "ja": "Recoverit 2026 全機能アクティベート済みインストーラー",
+ "ko": "Recoverit 2026 전체 기능 활성화 설치 파일"
}
}
},
@@ -234,6 +325,13 @@
"ko": "DeepSeek Harness용 장면 인식 스토리보드: 번호가 매겨진 9~16개 칸을 타임스탬프, 대본, 오디오 엔벨로프와 함께 이미지 한 장(384 토큰)에 담는다. 도구 두 개…",
"seen": "2026-10-30",
"hook": {
+ "en": "Squeeze a whole video into one storyboard image",
+ "zh-Hans": "整段视频，压成一张分镜图",
+ "zh-Hant": "整段影片，壓成一張分鏡圖",
+ "ja": "動画まるごと、1 枚の絵コンテに",
+ "ko": "영상 전체를 스토리보드 한 장으로"
+ },
+ "hook_prev": {
"en": "Pack a video into one storyboard image",
"zh-Hans": "把视频做成一张分镜图",
"zh-Hant": "把影片做成一張分鏡圖",
@@ -256,6 +354,13 @@
"zh-Hant": "Kms Pico Free 2026 預啟用桌面版",
"ja": "Kms Pico Free 2026 事前アクティベート済みデスクトップ版",
"ko": "Kms Pico Free 2026 사전 활성화 데스크톱판"
+ },
+ "hook_prev": {
+ "en": "Kms Pico Free 2026, pre-activated desktop edition",
+ "zh-Hans": "Kms Pico Free 2026 预激活桌面版",
+ "zh-Hant": "Kms Pico Free 2026 預啟用桌面版",
+ "ja": "Kms Pico Free 2026 事前アクティベート済みデスクトップ版",
+ "ko": "Kms Pico Free 2026 사전 활성화 데스크톱판"
}
}
},
@@ -273,6 +378,13 @@
"zh-Hant": "Cinema 4D 工具完整安裝包",
"ja": "Cinema 4D ユーティリティの完全版インストール",
"ko": "Cinema 4D 유틸리티 독립 설치 패키지"
+ },
+ "hook_prev": {
+ "en": "Cinema 4D utility setup, full standalone install",
+ "zh-Hans": "Cinema 4D 工具完整安装包",
+ "zh-Hant": "Cinema 4D 工具完整安裝包",
+ "ja": "Cinema 4D ユーティリティの完全版インストール",
+ "ko": "Cinema 4D 유틸리티 독립 설치 패키지"
}
}
},
@@ -290,6 +402,13 @@
"zh-Hant": "Windows Optimizer 系統調優安裝包",
"ja": "Windows Optimizer 2026 システム調整インストーラー",
"ko": "Windows Optimizer 2026 시스템 튜닝 설치 파일"
+ },
+ "hook_prev": {
+ "en": "Windows Optimizer 2026 installer with system tweaks",
+ "zh-Hans": "Windows Optimizer 系统调优安装包",
+ "zh-Hant": "Windows Optimizer 系統調優安裝包",
+ "ja": "Windows Optimizer 2026 システム調整インストーラー",
+ "ko": "Windows Optimizer 2026 시스템 튜닝 설치 파일"
}
}
},
@@ -307,6 +426,13 @@
"zh-Hant": "Canva Pro 2026 已解鎖安裝包",
"ja": "Canva Pro 2026 全機能アンロック済みインストーラー",
"ko": "Canva Pro 2026 전체 기능 잠금 해제 설치 파일"
+ },
+ "hook_prev": {
+ "en": "Canva Pro 2026 installer, all features unlocked",
+ "zh-Hans": "Canva Pro 2026 已解锁安装包",
+ "zh-Hant": "Canva Pro 2026 已解鎖安裝包",
+ "ja": "Canva Pro 2026 全機能アンロック済みインストーラー",
+ "ko": "Canva Pro 2026 전체 기능 잠금 해제 설치 파일"
}
}
},
@@ -324,6 +450,13 @@
"zh-Hant": "Camtasia 2026 完整安裝程式",
"ja": "Camtasia 2026 の完全版インストーラー",
"ko": "Camtasia 2026 전체 설치 파일"
+ },
+ "hook_prev": {
+ "en": "Camtasia 2026 full working installer",
+ "zh-Hans": "Camtasia 2026 完整安装程序",
+ "zh-Hant": "Camtasia 2026 完整安裝程式",
+ "ja": "Camtasia 2026 の完全版インストーラー",
+ "ko": "Camtasia 2026 전체 설치 파일"
}
}
},
@@ -336,6 +469,13 @@
"ko": "하나의 페르소나로 여러 코딩 에이전트에 적용. codex, claude, opencode, grok, omp, hermes, pi, zcode의 시스템 프롬프트를 교체하거나 주입할 수 있으며 로컬 웹 콘솔을 제공한다.",
"seen": "2026-10-30",
"hook": {
+ "en": "One persona for all your coding agents",
+ "zh-Hans": "一个人设，所有编程智能体通用",
+ "zh-Hant": "一個人設，所有程式設計代理通用",
+ "ja": "ペルソナ 1 つを、全コーディングエージェントで",
+ "ko": "페르소나 하나를 모든 코딩 에이전트에"
+ },
+ "hook_prev": {
"en": "One persona across many coding agents",
"zh-Hans": "一个人设，通吃多个编程智能体",
"zh-Hant": "一個人設，通吃多個程式設計代理",
@@ -354,6 +494,13 @@
"en": "A beginner tutorial for large language models (LLMs): write GPT-2 by hand from scratch and see line by line how an LLM works / Build GPT-2 from scratch in PyTorch, step by step",
"seen": "2026-10-30",
"hook": {
+ "en": "New to LLMs? Build GPT-2 by hand, line by line",
+ "zh-Hans": "不懂大模型？从零手写 GPT-2 看明白",
+ "zh-Hant": "不懂大模型？從零手寫 GPT-2 看明白",
+ "ja": "LLM が分からなくても、GPT-2 を手書きして理解",
+ "ko": "LLM이 낯설다면 GPT-2를 직접 만들며 이해"
+ },
+ "hook_prev": {
"en": "Build GPT-2 from scratch, line by line",
"zh-Hans": "零基础，从零手写 GPT-2",
"zh-Hant": "零基礎，從零手寫 GPT-2",
@@ -371,6 +518,13 @@
"ko": "사진 한 장으로 AI 디지털 휴먼 토킹헤드 영상 제작: Renoise MCP 생성 + 편집 스타일 5종 + 크리에이터급 패키징 컴포넌트 48개. Claude용 에이전트 스킬…",
"seen": "2026-10-30",
"hook": {
+ "en": "One photo becomes a talking-head AI video",
+ "zh-Hans": "一张照片，生成数字人口播视频",
+ "zh-Hant": "一張照片，生成數位人口播影片",
+ "ja": "写真 1 枚から、AI デジタルヒューマンの動画",
+ "ko": "사진 한 장으로 디지털 휴먼 말하는 영상"
+ },
+ "hook_prev": {
"en": "Make talking-head AI videos from one photo",
"zh-Hans": "一张照片生成 AI 数字人口播视频",
"zh-Hant": "一張照片生成 AI 數位人口播影片",
@@ -389,6 +543,13 @@
"en": "Vibe Knowledge Awards: one knowledge point → one polished short knowledge video with narration and a source for every sentence (Claude Code skill · 44 styles · built frame by frame in code)",
"seen": "2026-10-30",
"hook": {
+ "en": "Turn one fact into a short video with sources",
+ "zh-Hans": "一个知识点，做成带出处的短片",
+ "zh-Hant": "一個知識點，做成帶出處的短片",
+ "ja": "1 つの知識を、出典つきの短い動画に",
+ "ko": "지식 하나를 출처 있는 짧은 영상으로"
+ },
+ "hook_prev": {
"en": "Turn one fact into a short video with sources",
"zh-Hans": "一个知识点，一条带出处的短片",
"zh-Hant": "一個知識點，一條帶出處的短片",
@@ -406,6 +567,13 @@
"ko": "내 컴퓨터에서 실행되는 무료 AI 어시스턴트이자 서바이벌 라이브러리로, 인터넷이 필요 없다. 모든 답변의 출처를 보여 준다.",
"seen": "2026-10-30",
"hook": {
+ "en": "An AI helper that works offline, free",
+ "zh-Hans": "没网也能问的免费 AI 助手",
+ "zh-Hant": "沒網也能問的免費 AI 助手",
+ "ja": "ネットがなくても使える無料の AI アシスタント",
+ "ko": "인터넷 없이 쓰는 무료 AI 도우미"
+ },
+ "hook_prev": {
"en": "A free offline AI assistant and survival library",
"zh-Hans": "断网也能用的免费 AI 生存知识库",
"zh-Hant": "斷網也能用的免費 AI 生存知識庫",
@@ -424,6 +592,13 @@
"en": "dsh-go — DeepSeek Harness in your pocket: it runs on the phone itself and can also remote-control your computer.",
"seen": "2026-10-30",
"hook": {
+ "en": "DeepSeek Harness on your phone, can drive your PC too",
+ "zh-Hans": "DeepSeek Harness 装进手机，遥控电脑",
+ "zh-Hant": "DeepSeek Harness 裝進手機，遙控電腦",
+ "ja": "DeepSeek Harness をスマホで動かし、PC も遠隔操作",
+ "ko": "DeepSeek Harness를 폰에서, PC 원격 제어도"
+ },
+ "hook_prev": {
"en": "DeepSeek Harness in your pocket",
"zh-Hans": "DeepSeek Harness 装进口袋",
"zh-Hant": "DeepSeek Harness 裝進口袋",
@@ -441,6 +616,13 @@
"ko": "BAMA: Build Any Mac App(어떤 Mac 앱이든 만든다). Swift와 SwiftUI로 네이티브 macOS 앱을 조사, 복제, 설계, 빌드, 최적화, 테스트하는 에이전트 스킬.",
"seen": "2026-10-30",
"hook": {
+ "en": "Build any Mac app with agent skills",
+ "zh-Hans": "想做 Mac 应用，让智能体技能来帮你",
+ "zh-Hant": "想做 Mac 應用，讓代理技能來幫你",
+ "ja": "Mac アプリ作りを、エージェントスキルが手伝う",
+ "ko": "Mac 앱 만들기를 에이전트 스킬이 돕는다"
+ },
+ "hook_prev": {
"en": "Build any Mac app with agent skills",
"zh-Hans": "用智能体技能造任意 Mac 应用",
"zh-Hant": "用代理技能造任意 Mac 應用",
@@ -458,6 +640,13 @@
"ko": "시각적 워크플로와 자율 에이전트를 위한 에이전틱 AI 플랫폼. Docker로 내 컴퓨터나 서버에서 실행할 수 있다.",
"seen": "2026-10-30",
"hook": {
+ "en": "Draw your AI workflow, run it on your own machine",
+ "zh-Hans": "画出 AI 工作流，在自己电脑上跑",
+ "zh-Hant": "畫出 AI 工作流程，在自己電腦上跑",
+ "ja": "AI のワークフローを描いて、自分の環境で動かす",
+ "ko": "AI 워크플로를 그려서 내 환경에서 실행"
+ },
+ "hook_prev": {
"en": "Visual workflows and autonomous agents, self-hosted",
"zh-Hans": "可视化搭建自主智能体工作流",
"zh-Hant": "視覺化搭建自主代理工作流程",
@@ -476,6 +665,13 @@
"en": "词光 · Word Atlas — Illustrated IELTS vocabulary with 7,298 words, UK/US audio and FSRS review. Open-source app + CC BY 4.0 dataset.",
"seen": "2026-10-30",
"hook": {
+ "en": "IELTS words with pictures and audio, 7,298 of them",
+ "zh-Hans": "雅思单词配图配发音，共 7,298 个",
+ "zh-Hant": "雅思單詞配圖配發音，共 7,298 個",
+ "ja": "IELTS 単語を絵と音声で、7,298 語",
+ "ko": "IELTS 어휘를 그림과 발음으로, 7,298개"
+ },
+ "hook_prev": {
"en": "Illustrated IELTS vocabulary, 7,298 words",
"zh-Hans": "带插图的雅思词汇，7,298 词",
"zh-Hant": "帶插圖的雅思詞彙，7,298 詞",
@@ -493,6 +689,13 @@
"ko": "사람과 에이전트가 함께 쓰는 셀프 호스팅 칸반. 4MB짜리 바이너리 하나로, 2ms 만에 시작되고 별도 설정이 필요 없다.",
"seen": "2026-10-30",
"hook": {
+ "en": "A kanban board that people and agents both use",
+ "zh-Hans": "人和智能体一起用的看板，装完即用",
+ "zh-Hant": "人和代理一起用的看板，裝完即用",
+ "ja": "人もエージェントも使える、すぐ動く看板",
+ "ko": "사람과 에이전트가 함께 쓰고 바로 켜지는 칸반"
+ },
+ "hook_prev": {
"en": "A tiny self-hosted kanban for humans and agents",
"zh-Hans": "人和智能体都能用的自托管看板",
"zh-Hant": "人和代理都能用的自託管看板",
@@ -511,6 +714,13 @@
"en": "OpenMinutes · a voice-recorder workbench: import MemoTalk S1 recordings · transcribe · AI sorting · search and review (an open-source implementation of Floatboat Workbench)",
"seen": "2026-10-30",
"hook": {
+ "en": "Turn voice-recorder files into notes you can search",
+ "zh-Hans": "录音笔的录音，转成能搜的文字",
+ "zh-Hant": "錄音筆的錄音，轉成能搜的文字",
+ "ja": "ボイスレコーダーの録音を、検索できる文字に",
+ "ko": "녹음기의 녹음을 검색되는 글로"
+ },
+ "hook_prev": {
"en": "Voice recorder workbench: transcribe, sort, search",
"zh-Hans": "录音笔录音转文字、归类、检索",
"zh-Hant": "錄音筆錄音轉文字、歸類、檢索",
@@ -528,6 +738,13 @@
"ko": "앱이 실제로 어떻게 맞물려 있는지 보여 준다. Claude나 Codex가 그려 주는, 쉬운 영어로 설명된 대화형 코드베이스 지도.",
"seen": "2026-10-30",
"hook": {
+ "en": "See at a glance how your app fits together",
+ "zh-Hans": "代码库怎么拼起来的，看这张图",
+ "zh-Hant": "程式碼庫怎麼拼起來的，看這張圖",
+ "ja": "アプリの組み立てが、この地図で見える",
+ "ko": "앱이 어떻게 맞물리는지 이 지도로 본다"
+ },
+ "hook_prev": {
"en": "A plain-English map of how your app fits together",
"zh-Hans": "一张看懂你代码库的地图",
"zh-Hant": "一張看懂你程式碼庫的地圖",
@@ -545,6 +762,13 @@
"ko": "AI 우선 외부 공격 표면 평가: 지속적인 탐색, 증거 기반 취약점 검증, 개발자 에이전트용 MCP 연동을 제공한다.",
"seen": "2026-10-30",
"hook": {
+ "en": "Find weak spots visible from outside, backed by evidence",
+ "zh-Hans": "从外面看你的系统哪里有洞，并有证据",
+ "zh-Hant": "從外面看你的系統哪裡有洞，並有證據",
+ "ja": "外から見える弱点を、AI が見つけて証拠つきで確認",
+ "ko": "밖에서 보이는 약점을 AI가 찾아 근거로 확인"
+ },
+ "hook_prev": {
"en": "AI attack-surface scans with evidence-backed findings",
"zh-Hans": "AI 持续扫描攻击面并验证漏洞",
"zh-Hant": "AI 持續掃描攻擊面並驗證漏洞",
@@ -562,6 +786,13 @@
"ko": "화질은 그대로, 용량은 더 작게. 화질을 자동으로 정해 PNG를 PNG 또는 WebP로 압축한다. 같은 화질 기준으로 중앙값 이미지에서 PNG 출력이 TinyPNG보다 8~12% 작다…",
"seen": "2026-10-30",
"hook": {
+ "en": "Smaller PNGs, same picture",
+ "zh-Hans": "图片变小，画面不变",
+ "zh-Hant": "圖片變小，畫面不變",
+ "ja": "PNG は小さく、画質はそのまま",
+ "ko": "PNG는 작게, 화질은 그대로"
+ },
+ "hook_prev": {
"en": "Smaller PNGs, same picture",
"zh-Hans": "图片更小，画面不变",
"zh-Hant": "圖片更小，畫面不變",
@@ -579,6 +810,13 @@
"ko": "오픈 소스 커뮤니티가 누려야 할 데이터 변환 도구.",
"seen": "2026-10-30",
"hook": {
+ "en": "The open-source community's own data transformation tool",
+ "zh-Hans": "做数据转换，用开源社区自己的工具",
+ "zh-Hant": "做資料轉換，用開源社群自己的工具",
+ "ja": "データ変換は、オープンソースコミュニティのツールで",
+ "ko": "데이터 변환, 오픈 소스 커뮤니티의 도구로"
+ },
+ "hook_prev": {
"en": "The data transformation tool open source deserves",
"zh-Hans": "开源社区应得的数据转换工具",
"zh-Hant": "開源社群應得的資料轉換工具",
@@ -597,6 +835,13 @@
"en": "Let any AI trade with your own Binance AI wallet: instant buy and sell, sniping on Agent-only launchpads (Four, Flap, GANG), AI-only Mint, and a local trading page. Binance signs the transactions and your private key is never touched. Free and open source, MIT · Author: Jacke_pp · Contact: X @Jacke_pp (DM)",
"seen": "2026-10-30",
"hook": {
+ "en": "Let any AI trade from your own Binance AI wallet",
+ "zh-Hans": "让 AI 用你自己的币安钱包交易",
+ "zh-Hant": "讓 AI 用你自己的幣安錢包交易",
+ "ja": "AI に自分の Binance AI ウォレットで取引させる",
+ "ko": "AI가 내 바이낸스 AI 지갑으로 거래하게 한다"
+ },
+ "hook_prev": {
"en": "Let any AI trade with your Binance AI wallet",
"zh-Hans": "让任何 AI 用你的币安钱包交易",
"zh-Hant": "讓任何 AI 用你的幣安錢包交易",
@@ -615,6 +860,13 @@
"en": "No root and no Termux: one APK runs DeepSeek Harness on an Android phone. Engine embedded in the app process · reads the screen to operate apps · changes system settings · scheduled/conditional automation · optional Shizuku",
"seen": "2026-10-30",
"hook": {
+ "en": "Run DeepSeek Harness on your phone, no root",
+ "zh-Hans": "手机直接跑 DeepSeek Harness，免 ROOT",
+ "zh-Hant": "手機直接跑 DeepSeek Harness，免 ROOT",
+ "ja": "ROOT なしで、スマホで DeepSeek Harness を動かす",
+ "ko": "루팅 없이 폰에서 DeepSeek Harness 실행"
+ },
+ "hook_prev": {
"en": "Run DeepSeek Harness on Android, no root",
"zh-Hans": "安卓免 ROOT 跑 DeepSeek Harness",
"zh-Hant": "安卓免 ROOT 跑 DeepSeek Harness",
@@ -633,6 +885,13 @@
"en": "Structural animations of the 64 hexagrams of the I Ching · I Ching 64 Hexagrams motion graphics, made entirely with code (Remotion + React)",
"seen": "2026-10-30",
"hook": {
+ "en": "The 64 I Ching hexagrams as animation, all in code",
+ "zh-Hans": "六十四卦做成动画，全靠代码",
+ "zh-Hant": "六十四卦做成動畫，全靠程式碼",
+ "ja": "易経六十四卦をアニメに、すべてコードで",
+ "ko": "주역 64괘를 애니메이션으로, 전부 코드로"
+ },
+ "hook_prev": {
"en": "Animated I Ching hexagrams, made entirely in code",
"zh-Hans": "易经六十四卦动画，纯代码制作",
"zh-Hant": "易經六十四卦動畫，純程式碼製作",
@@ -650,6 +909,13 @@
"ko": "AI 코딩 에이전트를 위한 위협 모델링: Claude Code, Codex 등 어떤 에이전트든 저장소에 연결하면 근거를 추적할 수 있는 위협 모델을 만들어 준다. 아키텍처 36종, 기법 29종, …",
"seen": "2026-10-30",
"hook": {
+ "en": "Have AI map out the threats facing your repo",
+ "zh-Hans": "让 AI 把仓库面临的威胁理清楚",
+ "zh-Hant": "讓 AI 把倉庫面臨的威脅理清楚",
+ "ja": "リポジトリの脅威を、AI に整理させる",
+ "ko": "저장소의 위협을 AI가 정리해 준다"
+ },
+ "hook_prev": {
"en": "AI agents build a threat model of your repo",
"zh-Hans": "让 AI 给你的仓库做威胁建模",
"zh-Hant": "讓 AI 給你的儲存庫做威脅建模",
@@ -668,6 +934,13 @@
"en": "A one-stop AI short-video content creation Agent Skill, from picking a topic to a JianYing (CapCut) draft",
"seen": "2026-10-30",
"hook": {
+ "en": "From picking a topic to a JianYing draft, in one skill",
+ "zh-Hans": "从选题到剪映草稿，一个技能走完",
+ "zh-Hant": "從選題到剪映草稿，一個技能走完",
+ "ja": "題材選びから剪映の下書きまで、1 つのスキルで",
+ "ko": "주제 선정부터 JianYing 초안까지 스킬 하나로"
+ },
+ "hook_prev": {
"en": "From topic to JianYing draft, short video in one stop",
"zh-Hans": "从选题到剪映草稿，一站出短视频",
"zh-Hant": "從選題到剪映草稿，一站出短影片",
@@ -685,6 +958,13 @@
"ko": "Capri는 《사이버펑크: 엣지러너 2》의 프로젝트 카프리콘(Project Capricorn)에서 나온 구조체로, 데스크톱에 살면서 Claude Code가 하는 일을 내레이션한다.",
"seen": "2026-10-30",
"hook": {
+ "en": "A desktop companion that narrates Claude Code's work",
+ "zh-Hans": "桌面解说员，讲 Claude Code 在做什么",
+ "zh-Hant": "桌面解說員，講 Claude Code 在做什麼",
+ "ja": "Claude Code の作業を実況してくれるデスクトップの相棒",
+ "ko": "Claude Code가 하는 일을 해설해 주는 데스크톱 친구"
+ },
+ "hook_prev": {
"en": "Capri lives on your desktop, narrating Claude Code",
"zh-Hans": "住在桌面上，实时解说 Claude Code",
"zh-Hant": "住在桌面上，即時解說 Claude Code",
@@ -702,6 +982,13 @@
"ko": "소프트웨어 개발 표준을 지키기 위한 도구를 뚜렷한 기준으로 엄선한 목록. 작업마다 추천 도구는 하나이며, 한계도 함께 적어 두었다.",
"seen": "2026-10-30",
"hook": {
+ "en": "One recommended tool for each dev standard",
+ "zh-Hans": "每项开发规范，只推荐一个工具",
+ "zh-Hant": "每項開發規範，只推薦一個工具",
+ "ja": "開発規約ごとに、おすすめツールは 1 つだけ",
+ "ko": "개발 규범마다 추천 도구는 하나만"
+ },
+ "hook_prev": {
"en": "One recommended tool per job to enforce standards",
"zh-Hans": "每项开发规范只推荐一个工具",
"zh-Hant": "每項開發規範只推薦一個工具",
@@ -719,6 +1006,13 @@
"ko": "코딩 에이전트에게 관용적인 Rust 코드를 작성하고 리뷰하고 포팅하는 법을 가르치는 Agent Skills와 검증된 clippy 설정. Claude Code, Codex, Copilot, Cursor 등에서 쓸 수 있다…",
"seen": "2026-10-30",
"hook": {
+ "en": "Teach your coding AI to write proper Rust",
+ "zh-Hans": "让编程 AI 写出地道的 Rust",
+ "zh-Hant": "讓程式設計 AI 寫出地道的 Rust",
+ "ja": "コーディング AI に、まっとうな Rust を書かせる",
+ "ko": "코딩 AI가 제대로 된 Rust를 쓰게 가르친다"
+ },
+ "hook_prev": {
"en": "Teach coding agents to write idiomatic Rust",
"zh-Hans": "教 AI 写出地道的 Rust",
"zh-Hant": "教 AI 寫出地道的 Rust",
@@ -741,6 +1035,13 @@
"zh-Hant": "Cubase 13 預啟用安裝版",
"ja": "Cubase 13 事前アクティベート済みインストーラー",
"ko": "Cubase 13 사전 활성화 설치판"
+ },
+ "hook_prev": {
+ "en": "Cubase 13 installer, listed as pre-activated",
+ "zh-Hans": "Cubase 13 预激活安装版",
+ "zh-Hant": "Cubase 13 預啟用安裝版",
+ "ja": "Cubase 13 事前アクティベート済みインストーラー",
+ "ko": "Cubase 13 사전 활성화 설치판"
}
}
},
@@ -753,6 +1054,13 @@
"ko": "AI 영상 하나로 모든 생물의 모션 캡처: 한 화면에 카메라 두 대, DINOv2 관절 인식, 두 시점 모두에 리그를 맞추고 GLB로 출력.",
"seen": "2026-10-30",
"hook": {
+ "en": "Motion capture for any creature from one AI video",
+ "zh-Hans": "一段 AI 视频，给任何生物做动作捕捉",
+ "zh-Hant": "一段 AI 影片，給任何生物做動作捕捉",
+ "ja": "AI 動画 1 本で、どんな生き物もモーキャプ",
+ "ko": "AI 영상 하나로 어떤 생물이든 모션 캡처"
+ },
+ "hook_prev": {
"en": "Motion capture for any creature from one AI video",
"zh-Hans": "用一段 AI 视频做动作捕捉",
"zh-Hant": "用一段 AI 影片做動作捕捉",
@@ -770,6 +1078,13 @@
"ko": "🛡️ BLA(Blind LLM Agents) — 바이너리, Electron 앱, JS 번들, Python, WebAssembly를 AI 리버스 엔지니어링으로부터 보호하는 적대적 방어 실드…",
"seen": "2026-10-30",
"hook": {
+ "en": "Keep AI from reverse-engineering your program",
+ "zh-Hans": "不想被 AI 逆向，给程序加层防护",
+ "zh-Hant": "不想被 AI 逆向，給程式加層防護",
+ "ja": "AI にリバースエンジニアリングされないよう守る",
+ "ko": "AI의 리버스 엔지니어링으로부터 프로그램을 지킨다"
+ },
+ "hook_prev": {
"en": "Shield your code from AI reverse-engineering",
"zh-Hans": "保护你的程序不被 AI 逆向",
"zh-Hant": "保護你的程式不被 AI 逆向",
@@ -788,6 +1103,13 @@
"en": "Turns off the ads, trending searches, news recommendations and marketing pushes built into Chinese Android phone systems. No root needed, reversible, and AI agents can run it in one step.",
"seen": "2026-10-30",
"hook": {
+ "en": "Turn off ads on Chinese Android phones, and undo it",
+ "zh-Hans": "关掉国产安卓手机里的广告，可还原",
+ "zh-Hant": "關掉國產安卓手機裡的廣告，可還原",
+ "ja": "中国メーカー製 Android の広告をオフ、元に戻せる",
+ "ko": "중국산 안드로이드 폰의 광고를 끄고 되돌릴 수도"
+ },
+ "hook_prev": {
"en": "Switch off ads and pushes on Chinese Android phones",
"zh-Hans": "关掉国产安卓手机的广告推送",
"zh-Hant": "關掉國產安卓手機的廣告推送",
@@ -805,6 +1127,13 @@
"ko": "검열 없는 AI API와 모델 — 키 하나로 Claude, GPT, Gemini, Grok, DeepSeek, GLM, Qwen을 쓸 수 있고, 제공되는 경우 무검열·abliterated 변형도 선택할 수 있다. OpenAI-…",
"seen": "2026-10-30",
"hook": {
+ "en": "One API key for many AI models",
+ "zh-Hans": "一个密钥，调用多家 AI 模型",
+ "zh-Hant": "一個金鑰，呼叫多家 AI 模型",
+ "ja": "1 つのキーで複数の AI モデルを使う",
+ "ko": "키 하나로 여러 AI 모델 사용"
+ },
+ "hook_prev": {
"en": "One key for many AI models, uncensored variants too",
"zh-Hans": "一个密钥调多家模型，含无审查版",
"zh-Hant": "一個金鑰調多家模型，含無審查版",
@@ -822,6 +1151,13 @@
"ko": "로컬에서만 동작하는 브라우저 핑거프린트·신원 교체 툴킷으로, 허가받은 보안 테스트용이다. Tor/obfs4, 일관된 프로필, WebRTC/DNS 유출 방지를 지원한다.",
"seen": "2026-10-30",
"hook": {
+ "en": "Browser fingerprint rotation for authorized security tests",
+ "zh-Hans": "授权安全测试用的本地指纹轮换",
+ "zh-Hant": "授權資安測試用的本機指紋輪換",
+ "ja": "認可済みセキュリティテスト用の指紋切り替え",
+ "ko": "승인된 보안 테스트용 지문 로테이션"
+ },
+ "hook_prev": {
"en": "Local browser fingerprint rotation for security tests",
"zh-Hans": "授权安全测试用的本地指纹轮换工具",
"zh-Hant": "授權資安測試用的本機指紋輪換工具",
@@ -839,6 +1175,13 @@
"ko": "엔드투엔드 DevOps TaskFlow API — FastAPI, PostgreSQL, SQLAlchemy, Alembic, Docker Compose, Pytest, GitHub Actions CI, Kubernetes, prometheus, Grafana, helm, k9s, …",
"seen": "2026-10-30",
"hook": {
+ "en": "An end-to-end DevOps API, start to finish",
+ "zh-Hans": "一套从头到尾的 DevOps 任务接口",
+ "zh-Hant": "一套從頭到尾的 DevOps 任務介面",
+ "ja": "最初から最後までそろった DevOps の API",
+ "ko": "처음부터 끝까지 갖춘 DevOps API"
+ },
+ "hook_prev": {
"en": "End-to-end DevOps TaskFlow API",
"zh-Hans": "端到端 DevOps TaskFlow API",
"zh-Hant": "端到端 DevOps TaskFlow API",
@@ -861,6 +1204,13 @@
"zh-Hant": "Uttorent 2026 完整安裝程式",
"ja": "Uttorent 2026 完全版インストーラー",
"ko": "Uttorent 2026 전체 설치 파일"
+ },
+ "hook_prev": {
+ "en": "Uttorent 2026 full working installer",
+ "zh-Hans": "Uttorent 2026 完整安装程序",
+ "zh-Hant": "Uttorent 2026 完整安裝程式",
+ "ja": "Uttorent 2026 完全版インストーラー",
+ "ko": "Uttorent 2026 전체 설치 파일"
}
}
},
@@ -874,6 +1224,13 @@
"en": "Ship a money-making AI site for every new keyword. Cloudflare-native starter with auth, credits, payments and AI generation. / A framework for farms of new-keyword sites: one new keyword, one site, live in an afternoon. Keep iterating on the ones that take off, drop the ones that don't…",
"seen": "2026-10-30",
"hook": {
+ "en": "Found a new keyword? Launch an AI site in an afternoon",
+ "zh-Hans": "追到新词，一下午上线一个 AI 站",
+ "zh-Hant": "追到新詞，一下午上線一個 AI 站",
+ "ja": "新ワードを見つけたら、午後には AI サイトを公開",
+ "ko": "새 키워드를 잡으면 한나절에 AI 사이트 오픈"
+ },
+ "hook_prev": {
"en": "A money-making AI site for every new keyword",
"zh-Hans": "一个新词，一个赚钱的 AI 网站",
"zh-Hant": "一個新詞，一個賺錢的 AI 網站",
@@ -896,6 +1253,13 @@
"zh-Hant": "我每天都在用的代理技能",
"ja": "毎日使っているエージェントスキル",
"ko": "매일 쓰는 에이전트 스킬 모음"
+ },
+ "hook_prev": {
+ "en": "The agent skills I use every day",
+ "zh-Hans": "我每天都在用的智能体技能",
+ "zh-Hant": "我每天都在用的代理技能",
+ "ja": "毎日使っているエージェントスキル",
+ "ko": "매일 쓰는 에이전트 스킬 모음"
}
}
},
@@ -908,6 +1272,13 @@
"ko": "오픈 소스 에이전틱 보안 운영 플랫폼:",
"seen": "2026-10-30",
"hook": {
+ "en": "A security operations platform run by agents, open source",
+ "zh-Hans": "智能体来管安全运营，开源可用",
+ "zh-Hant": "代理來管資安營運，開源可用",
+ "ja": "エージェントが回すオープンソースのセキュリティ運用",
+ "ko": "에이전트가 돌리는 오픈 소스 보안 운영"
+ },
+ "hook_prev": {
"en": "Open-source agentic security operations platform",
"zh-Hans": "开源的智能体式安全运营平台",
"zh-Hant": "開源的代理式資安營運平台",
@@ -930,6 +1301,13 @@
"zh-Hant": "Glary Utilities Pro 已啟用安裝包",
"ja": "Glary Utilities Pro 2026 有効化済みインストーラー",
"ko": "Glary Utilities Pro 2026 도구 활성화 설치 파일"
+ },
+ "hook_prev": {
+ "en": "Glary Utilities Pro 2026 installer, tools activated",
+ "zh-Hans": "Glary Utilities Pro 已激活安装包",
+ "zh-Hant": "Glary Utilities Pro 已啟用安裝包",
+ "ja": "Glary Utilities Pro 2026 有効化済みインストーラー",
+ "ko": "Glary Utilities Pro 2026 도구 활성화 설치 파일"
}
}
},
@@ -942,6 +1320,13 @@
"ko": "Watson — Windows용 무료 OSINT 도구: 닉네임, 이메일, 전화번호, 웹사이트로 3,100개 이상의 공개 사이트에서 사람을 검색한다. 오픈소스 인텔리전스를 쉽게: digi…",
"seen": "2026-10-30",
"hook": {
+ "en": "Search a person across 3,100+ public sites, free",
+ "zh-Hans": "昵称邮箱电话，查遍 3,100 多个站点",
+ "zh-Hant": "暱稱郵箱電話，查遍 3,100 多個站點",
+ "ja": "ニックネーム・メール・電話から、3,100 以上のサイトで検索",
+ "ko": "닉네임·메일·전화로 3,100개 이상 사이트 검색"
+ },
+ "hook_prev": {
"en": "Free OSINT: search people across 3,100+ sites",
"zh-Hans": "免费 OSINT：3,100 多个站点查人",
"zh-Hant": "免費 OSINT：3,100 多個站點查人",
@@ -960,6 +1345,13 @@
"en": "tv-fresh TV refresh: an Agent Skill that removes ads from Xiaomi TV (MIUI TV), cleans out preinstalled apps, swaps the launcher, and installs a proxy and the video-source app \"YingShiCang\" (影视仓) — no root needed, reversible, with a firmware reverse-engineering log and a one-click script",
"seen": "2026-10-30",
"hook": {
+ "en": "Clear ads off Xiaomi TV, no root, reversible",
+ "zh-Hans": "小米电视的广告，不 root 也能清掉",
+ "zh-Hant": "小米電視的廣告，不 root 也能清掉",
+ "ja": "Xiaomi TV の広告を、root なしで消す",
+ "ko": "샤오미 TV 광고를 루팅 없이 지운다"
+ },
+ "hook_prev": {
"en": "Remove ads from Xiaomi TV, no root, reversible",
"zh-Hans": "小米电视去广告，免 root 可逆",
"zh-Hant": "小米電視去廣告，免 root 可逆",
@@ -978,6 +1370,13 @@
"en": "Mika — a personal AI assistant on your phone that operates apps, browses the web and gets things done for you. An on-device AI agent for Android that operates apps and the web to get things done for you.",
"seen": "2026-10-30",
"hook": {
+ "en": "A personal AI on your phone that does the tapping",
+ "zh-Hans": "手机上的 AI 助理，替你点 App、上网",
+ "zh-Hant": "手機上的 AI 助理，替你點 App、上網",
+ "ja": "スマホの AI アシスタントが、アプリ操作を代行",
+ "ko": "폰 속 AI 비서가 앱 조작을 대신한다"
+ },
+ "hook_prev": {
"en": "A personal AI that operates your phone for you",
"zh-Hans": "你手机上的私人 AI 助理",
"zh-Hant": "你手機上的私人 AI 助理",
@@ -996,6 +1395,13 @@
"en": "M Meal Mate (M餐搭子): a smart meal-pairing Skill built on McDonald's MCP live menu and nutrition data | online demo now live",
"seen": "2026-10-30",
"hook": {
+ "en": "Pair a McDonald's meal from live menu and nutrition data",
+ "zh-Hans": "吃麦当劳不会搭？按实时菜单和营养来配",
+ "zh-Hant": "吃麥當勞不會搭？按即時菜單和營養來配",
+ "ja": "マクドナルドのセット選びを、最新メニューと栄養で",
+ "ko": "맥도날드 조합을 실시간 메뉴·영양으로 추천"
+ },
+ "hook_prev": {
"en": "Smart McDonald's meal pairing from live menu data",
"zh-Hans": "按实时菜单和营养搭麦当劳套餐",
"zh-Hant": "按即時菜單和營養搭麥當勞套餐",
@@ -1013,6 +1419,13 @@
"ko": "내 Kubernetes 위에서 돌리는 셀프 호스팅 PaaS.",
"seen": "2026-10-30",
"hook": {
+ "en": "Run your own PaaS on your own Kubernetes",
+ "zh-Hans": "在自家 Kubernetes 上搭一个 PaaS",
+ "zh-Hant": "在自家 Kubernetes 上搭一個 PaaS",
+ "ja": "自前の Kubernetes に、自分の PaaS を",
+ "ko": "내 Kubernetes 위에 나만의 PaaS를"
+ },
+ "hook_prev": {
"en": "Self-hosted PaaS on your own Kubernetes",
"zh-Hans": "跑在自家 Kubernetes 上的 PaaS",
"zh-Hant": "跑在自家 Kubernetes 上的 PaaS",
diff --git a/docs/DETAILS.ja.md b/docs/DETAILS.ja.md
index 6d3180b..271de36 100644
--- a/docs/DETAILS.ja.md
+++ b/docs/DETAILS.ja.md
@@ -12,136 +12,136 @@
| プロジェクト | 表の 1 行 | 完全な説明 |
|---|---|---|
-| [morluto/rea](https://github.com/morluto/rea) | AI がどんなソフトも解析・再現してくれる | リバースエンジニアが何日もアセンブリを睨む代わりに、AI がプログラムの動作をそのまま教えてくれる。Ghidra と連携し、読めなかったバイナリを一言で説明する。 |
-| [anomalyco/opencode](https://github.com/anomalyco/opencode) | ターミナルで使える無料の AI コーディング | ブラウザを開かず、ターミナルのまま AI でコーディング。多数のモデルに対応し、Claude Code や Codex に対抗する無料のオープンソース。 |
-| [stablyai/orca](https://github.com/stablyai/orca) | 複数の AI コーディングエージェントを並べて比較 | 一つのデスクトップで複数の AI コーディングエージェントを同時に走らせ、誰の出来が良いか比べられる。各エージェントは独立したワークスペースで互いに干渉しない。 |
-| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | 2 つの AI がコードの脆弱性を相互チェック | AI に自分のコードの脆弱性を調べさせ、さらに別の AI に反論させる。コーディングエージェントが書きがちな安全でないコード対策。 |
-| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | Web ページを書く感覚で動画を作る | Web ページを書く感覚で動画を書けば、AI がそのままレンダリングする。コーディングエージェントからも使え、編集ソフトを覚える必要はない。 |
-| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | AI のコードの水増しを防ぐ | AI がコードに余計なものを盛りすぎる問題の特効薬。怠け者のベテランのように、書かずに済むなら書かず、書くなら正しく書くことを教える。 |
-| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | コードベースを 1 枚の地図にする | コードベース全体を一枚の地図にして、どのファイルが互いに呼び合うか AI が一目で把握できる。大規模プロジェクトを頭から読む必要がなくなる。 |
-| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 仕事を片付ける AI。データは手元から出ない | チャットボットではなく、本当に仕事をこなす AI。システムをまたいで動き、ローカルにデプロイでき、データは PC の外に出ない。 |
-| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | DeepSeek 公式のプラグイン式エージェント基盤 | DeepSeek 公式のオープンソース・エージェントハーネス（`dsh`）。「すべてがプラグイン」という設計で、必要な機能を組み合わせて使う。開発者プレビュー版のため、互換性が壊れる変更が入る可能性がある。 |
-| [affaan-m/ECC](https://github.com/affaan-m/ECC) | コーディングエージェントの性能チューニング集 | コーディングエージェント向けの総合強化パック。スキル、使いながら学ぶ習慣、記憶、セキュリティチェック、調査してから実装する開発フローを備え、Claude Code・Codex・OpenCode・Cursor などで使える。 |
-| [yetone/magpie](https://github.com/yetone/magpie) | どのエージェントでも好きなモデルを使える | メニューバーのアプリとローカルゲートウェイで、どのコーディングエージェントでも好きなモデルを使える（Claude Code を Kimi で、Codex を DeepSeek で）。クォータが尽きたら次のアカウントに自動で切り替わる。 |
-| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | AI エージェントにネット全体を見せる | AI エージェントにインターネット全体を見せるツール。コマンド一つで Twitter・Reddit・YouTube・GitHub・Bilibili・小紅書を読み、検索できる。API 利用料はかからない。 |
-| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | コーディングエージェントにデザインの美意識を | コーディングエージェントにセンスを与えるスキル集。アートディレクション、実在の参考画像、ブラウザでの自己チェックにより、ありがちな平均的 AI ランディングページを作らせない。 |
-| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | AI が作る UI をプロ品質に | コーディングエージェントにデザインの知見を与えるスキル。複数のプラットフォームやフレームワークで、プロらしい UI/UX を作らせる。 |
-| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 無料の入口 1 つで何百ものモデルを使える | 無料の MIT ライセンス AI ゲートウェイ。一つのエンドポイントで数百のプロバイダーとモデルにつながり、クォータ切れ時は自動で切り替える。Claude Code・Codex・Cursor・OpenCode・Cline・Copilot に対応。 |
-| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | AI エージェントを会社のように運営 | AI エージェントのチームを会社のように運営するオープンソースアプリ。目標を割り当て、予算を決め、作業とコストを一つのダッシュボードで追える。OpenClaw が社員なら、Paperclip は会社そのもの。 |
-| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | AI コーディングツールの API をワンクリック切替 | Claude Code・Codex・Gemini CLI・OpenCode・OpenClaw などをまとめて管理するデスクトップアプリ。API プロバイダーをワンクリックで切り替え、MCP・スキル・プロンプトも設定ファイルを手で編集せず一か所で管理できる。 |
-| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 自分で改善していく AI エージェント | Nous Research 製の自己改善型 AI エージェント。学習ループを内蔵し、経験からスキルを作り、使いながら改善する。Telegram・Discord・Slack などからも話しかけられる。 |
-| [NVIDIA/SkillSpector](https://github.com/NVIDIA/SkillSpector) | エージェントスキルを入れる前にリスク検査 | NVIDIA 製の AI エージェント向けスキルのセキュリティスキャナ。インストール前に脆弱性、プロンプトインジェクション、データ流出、サプライチェーンリスクを検査する。Claude Code・Codex・MCP スキルに対応。 |
-| [addyosmani/agent-skills](https://github.com/addyosmani/agent-skills) | シニアエンジニアの流儀を AI に教える | コーディングエージェント向けの本格的なエンジニアリングスキル集。シニアエンジニアが仕様から出荷まで守るワークフローと品質ゲートをまとめ、エージェントが毎回それに従うようにする。 |
-| [thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) | エージェントがセッションをまたいで覚える | セッションをまたいでエージェントに記憶を持たせる。作業内容を記録し、AI で圧縮して、次のセッションに関連部分を戻す。Claude Code・Codex・Gemini・OpenCode などで使える。 |
-| [anthropics/skills](https://github.com/anthropics/skills) | Anthropic 公開のエージェントスキル集 | Anthropic 公式の Agent Skills 公開リポジトリ。指示・スクリプト・リソースをまとめたフォルダを Claude が必要なときに読み込む。クリエイティブ制作から Web アプリのテストまで、自作スキルの手本になる。 |
+| [morluto/rea](https://github.com/morluto/rea) | 読めないプログラムは、AI に説明させよう | リバースエンジニアが何日もアセンブリを睨む代わりに、AI がプログラムの動作をそのまま教えてくれる。Ghidra と連携し、読めなかったバイナリを一言で説明する。 |
+| [anomalyco/opencode](https://github.com/anomalyco/opencode) | ブラウザなしで、ターミナルの AI がコードを書く | ブラウザを開かず、ターミナルのまま AI でコーディング。多数のモデルに対応し、Claude Code や Codex に対抗する無料のオープンソース。 |
+| [stablyai/orca](https://github.com/stablyai/orca) | 複数の AI に書かせて、どれが良いか一目で | 一つのデスクトップで複数の AI コーディングエージェントを同時に走らせ、誰の出来が良いか比べられる。各エージェントは独立したワークスペースで互いに干渉しない。 |
+| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI が書いたコードを、別の AI が突っ込む | AI に自分のコードの脆弱性を調べさせ、さらに別の AI に反論させる。コーディングエージェントが書きがちな安全でないコード対策。 |
+| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | 編集できなくても、Web ページ感覚で動画に | Web ページを書く感覚で動画を書けば、AI がそのままレンダリングする。コーディングエージェントからも使え、編集ソフトを覚える必要はない。 |
+| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | AI の無駄なコードを減らし、必要な所は正しく | AI がコードに余計なものを盛りすぎる問題の特効薬。怠け者のベテランのように、書かずに済むなら書かず、書くなら正しく書くことを教える。 |
+| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | 大きすぎて読めない時は、まずこの地図から | コードベース全体を一枚の地図にして、どのファイルが互いに呼び合うか AI が一目で把握できる。大規模プロジェクトを頭から読む必要がなくなる。 |
+| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 仕事を終わらせる AI。データは自分の PC に残る | チャットボットではなく、本当に仕事をこなす AI。システムをまたいで動き、ローカルにデプロイでき、データは PC の外に出ない。 |
+| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | 欲しいエージェントは、プラグインで自分で組む | DeepSeek 公式のオープンソース・エージェントハーネス（`dsh`）。「すべてがプラグイン」という設計で、必要な機能を組み合わせて使う。開発者プレビュー版のため、互換性が壊れる変更が入る可能性がある。 |
+| [affaan-m/ECC](https://github.com/affaan-m/ECC) | コーディング AI に記憶・スキル・安全チェックを | コーディングエージェント向けの総合強化パック。スキル、使いながら学ぶ習慣、記憶、セキュリティチェック、調査してから実装する開発フローを備え、Claude Code・Codex・OpenCode・Cursor などで使える。 |
+| [yetone/magpie](https://github.com/yetone/magpie) | コーディング AI のモデルを替え、枠切れでも続行 | メニューバーのアプリとローカルゲートウェイで、どのコーディングエージェントでも好きなモデルを使える（Claude Code を Kimi で、Codex を DeepSeek で）。クォータが尽きたら次のアカウントに自動で切り替わる。 |
+| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | Twitter・YouTube・小紅書を AI が代わりに検索 | AI エージェントにインターネット全体を見せるツール。コマンド一つで Twitter・Reddit・YouTube・GitHub・Bilibili・小紅書を読み、検索できる。API 利用料はかからない。 |
+| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | AI が同じ見た目のページばかり作るのを止める | コーディングエージェントにセンスを与えるスキル集。アートディレクション、実在の参考画像、ブラウザでの自己チェックにより、ありがちな平均的 AI ランディングページを作らせない。 |
+| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | AI が作る画面を、プロのデザインらしく | コーディングエージェントにデザインの知見を与えるスキル。複数のプラットフォームやフレームワークで、プロらしい UI/UX を作らせる。 |
+| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 入口 1 つで何百ものモデル、枠は自動で切替 | 無料の MIT ライセンス AI ゲートウェイ。一つのエンドポイントで数百のプロバイダーとモデルにつながり、クォータ切れ時は自動で切り替える。Claude Code・Codex・Cursor・OpenCode・Cline・Copilot に対応。 |
+| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | AI が働く様子とコストを 1 画面で | AI エージェントのチームを会社のように運営するオープンソースアプリ。目標を割り当て、予算を決め、作業とコストを一つのダッシュボードで追える。OpenClaw が社員なら、Paperclip は会社そのもの。 |
+| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | 設定ファイルを触らず、ワンクリックで切替 | Claude Code・Codex・Gemini CLI・OpenCode・OpenClaw などをまとめて管理するデスクトップアプリ。API プロバイダーをワンクリックで切り替え、MCP・スキル・プロンプトも設定ファイルを手で編集せず一か所で管理できる。 |
+| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 使うほど仕事が上手くなる AI アシスタント | Nous Research 製の自己改善型 AI エージェント。学習ループを内蔵し、経験からスキルを作り、使いながら改善する。Telegram・Discord・Slack などからも話しかけられる。 |
+| [NVIDIA/SkillSpector](https://github.com/NVIDIA/SkillSpector) | AI スキルを入れる前に、罠がないか確認 | NVIDIA 製の AI エージェント向けスキルのセキュリティスキャナ。インストール前に脆弱性、プロンプトインジェクション、データ流出、サプライチェーンリスクを検査する。Claude Code・Codex・MCP スキルに対応。 |
+| [addyosmani/agent-skills](https://github.com/addyosmani/agent-skills) | ベテランエンジニアの仕事の流儀を AI に教える | コーディングエージェント向けの本格的なエンジニアリングスキル集。シニアエンジニアが仕様から出荷まで守るワークフローと品質ゲートをまとめ、エージェントが毎回それに従うようにする。 |
+| [thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) | AI が前回の続きを忘れなくなる | セッションをまたいでエージェントに記憶を持たせる。作業内容を記録し、AI で圧縮して、次のセッションに関連部分を戻す。Claude Code・Codex・Gemini・OpenCode などで使える。 |
+| [anthropics/skills](https://github.com/anthropics/skills) | Claude スキルの書き方は、公式の例で学ぶ | Anthropic 公式の Agent Skills 公開リポジトリ。指示・スクリプト・リソースをまとめたフォルダを Claude が必要なときに読み込む。クリエイティブ制作から Web アプリのテストまで、自作スキルの手本になる。 |
### 開発者ツール
| プロジェクト | 表の 1 行 | 完全な説明 |
|---|---|---|
-| [astral-sh/uv](https://github.com/astral-sh/uv) | 超高速な Python パッケージ管理 | Rust 製の超高速 Python パッケージ／プロジェクトマネージャ。 |
-| [oven-sh/bun](https://github.com/oven-sh/bun) | オールインワンの JavaScript 実行環境 | ランタイム・バンドラ・テスト・パッケージマネージャを一体にした JavaScript ツールキット。 |
-| [biomejs/biome](https://github.com/biomejs/biome) | 高速な Web 向けフォーマッター兼リンター | Web 向けの高速フォーマッタ／リンタ。JS/TS/JSON/CSS に対応。 |
-| [zed-industries/zed](https://github.com/zed-industries/zed) | 高速で共同編集もできるコードエディタ | Atom / Tree-sitter 作者による高性能マルチプレイヤーコードエディタ。 |
-| [helix-editor/helix](https://github.com/helix-editor/helix) | LSP 内蔵のモーダルエディタ | LSP・tree-sitter・複数選択を内蔵したモーダルテキストエディタ。 |
-| [jdx/mise](https://github.com/jdx/mise) | 開発ツールのバージョンを 1 つで管理 | 多言語ランタイムと環境管理を一つにまとめた開発ツール版マネージャ。 |
-| [cli/cli](https://github.com/cli/cli) | GitHub 公式のコマンドラインツール | Issue・PR・Actions などを扱う GitHub 公式 CLI。 |
-| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | grep より速い正規表現検索 | 正規表現でディレクトリを再帰検索。grep より速い。 |
+| [astral-sh/uv](https://github.com/astral-sh/uv) | Python パッケージの導入で待たされない | Rust 製の超高速 Python パッケージ／プロジェクトマネージャ。 |
+| [oven-sh/bun](https://github.com/oven-sh/bun) | 実行・バンドル・テスト・導入を 1 つで | ランタイム・バンドラ・テスト・パッケージマネージャを一体にした JavaScript ツールキット。 |
+| [biomejs/biome](https://github.com/biomejs/biome) | Web コードの整形とチェックを 1 つで | Web 向けの高速フォーマッタ／リンタ。JS/TS/JSON/CSS に対応。 |
+| [zed-industries/zed](https://github.com/zed-industries/zed) | すぐ開けて、みんなで一緒にコードを書ける | Atom / Tree-sitter 作者による高性能マルチプレイヤーコードエディタ。 |
+| [helix-editor/helix](https://github.com/helix-editor/helix) | プラグイン不要、補完とハイライトは最初から | LSP・tree-sitter・複数選択を内蔵したモーダルテキストエディタ。 |
+| [jdx/mise](https://github.com/jdx/mise) | 言語のバージョンを 1 つのツールでまとめて管理 | 多言語ランタイムと環境管理を一つにまとめた開発ツール版マネージャ。 |
+| [cli/cli](https://github.com/cli/cli) | ブラウザを開かず、コマンドラインで GitHub を操作 | Issue・PR・Actions などを扱う GitHub 公式 CLI。 |
+| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | フォルダ全体の文字検索が grep より速い | 正規表現でディレクトリを再帰検索。grep より速い。 |
### セキュリティ
| プロジェクト | 表の 1 行 | 完全な説明 |
|---|---|---|
-| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | コンテナもリポジトリもまとめて安全スキャン | コンテナ・ファイルシステム・Git などを対象にした総合セキュリティスキャナ。 |
-| [anchore/grype](https://github.com/anchore/grype) | コンテナイメージの脆弱性をスキャン | コンテナイメージとファイルシステム向け脆弱性スキャナ。 |
-| [semgrep/semgrep](https://github.com/semgrep/semgrep) | 高速コードスキャンでバグを発見 | 多言語対応の軽量静的解析。バグ検出とガードを強制。 |
-| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | YAML テンプレートで高速に脆弱性スキャン | シンプルな YAML テンプレで動く高速脆弱性スキャナ。 |
-| [falcosecurity/falco](https://github.com/falcosecurity/falco) | クラウドの不審な動きを実行時に検知 | 異常な挙動を検知するクラウドネイティブ・ランタイムセキュリティ。 |
-| [google/osv-scanner](https://github.com/google/osv-scanner) | 依存パッケージの既知の脆弱性をチェック | OSV データベースと照合して依存関係の既知脆弱性を検査。 |
-| [securego/gosec](https://github.com/securego/gosec) | Go コードの危険なパターンを検出 | Go ソースのよくある不安全パターンを検査するツール。 |
-| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 短くて実用的なセキュリティの定石 | OWASP チートシート集。簡潔なセキュリティベストプラクティス。 |
+| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | コンテナもコードも、安全チェックは 1 回で | コンテナ・ファイルシステム・Git などを対象にした総合セキュリティスキャナ。 |
+| [anchore/grype](https://github.com/anchore/grype) | イメージを公開する前に、脆弱性を確認 | コンテナイメージとファイルシステム向け脆弱性スキャナ。 |
+| [semgrep/semgrep](https://github.com/semgrep/semgrep) | コードの問題は、コミット前に見つけ出す | 多言語対応の軽量静的解析。バグ検出とガードを強制。 |
+| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | テンプレート 1 つで、脆弱性を一括スキャン | シンプルな YAML テンプレで動く高速脆弱性スキャナ。 |
+| [falcosecurity/falco](https://github.com/falcosecurity/falco) | クラウドの異常に、すぐ気づける | 異常な挙動を検知するクラウドネイティブ・ランタイムセキュリティ。 |
+| [google/osv-scanner](https://github.com/google/osv-scanner) | 使っている依存は安全か、スキャンすればわかる | OSV データベースと照合して依存関係の既知脆弱性を検査。 |
+| [securego/gosec](https://github.com/securego/gosec) | Go コードの危ない書き方を早めに見つける | Go ソースのよくある不安全パターンを検査するツール。 |
+| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | セキュリティのやり方は、このシリーズで十分 | OWASP チートシート集。簡潔なセキュリティベストプラクティス。 |
### Web / フロントエンド
| プロジェクト | 表の 1 行 | 完全な説明 |
|---|---|---|
-| [vercel/next.js](https://github.com/vercel/next.js) | React のフルスタック Web フレームワーク | Web 向け React フレームワーク。SSR・ルーティング・フルスタック。 |
-| [facebook/react](https://github.com/facebook/react) | Web とネイティブの UI を作るライブラリ | Web / ネイティブ UI を作るためのライブラリ。 |
-| [vuejs/core](https://github.com/vuejs/core) | プログレッシブな JavaScript フレームワーク | プログレッシブ JS フレームワークのコアランタイムとコンパイラ。 |
-| [sveltejs/svelte](https://github.com/sveltejs/svelte) | フレームワークをコンパイルで消す Web 開発 | フレームワークをコンパイルで消す Web アプリの作り方。 |
-| [withastro/astro](https://github.com/withastro/astro) | JavaScript を減らすコンテンツサイト向け | コンテンツ重視サイト向け。デフォルトで JS を少なく届ける。 |
-| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | ユーティリティ CSS で素早くデザイン | ユーティリティファーストの CSS。素早く独自デザインを組む。 |
-| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | コピーして使える美しい UI コンポーネント | アプリにコピーして使う、美しいコンポーネント集。 |
-| [tanstack/query](https://github.com/tanstack/query) | 非同期ステートを管理するライブラリ | TS/JS・React・Vue・Solid 向けの強力な非同期状態管理。 |
+| [vercel/next.js](https://github.com/vercel/next.js) | React でサイトを丸ごと、フロントから裏側まで | Web 向け React フレームワーク。SSR・ルーティング・フルスタック。 |
+| [facebook/react](https://github.com/facebook/react) | Web もアプリの画面も、同じ書き方で | Web / ネイティブ UI を作るためのライブラリ。 |
+| [vuejs/core](https://github.com/vuejs/core) | 小さなページから始め、使う分だけ学べる | プログレッシブ JS フレームワークのコアランタイムとコンパイラ。 |
+| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 書くのはフレームワーク、動くのは軽いページ | フレームワークをコンパイルで消す Web アプリの作り方。 |
+| [withastro/astro](https://github.com/withastro/astro) | スクリプトを減らして、軽く開くコンテンツサイト | コンテンツ重視サイト向け。デフォルトで JS を少なく届ける。 |
+| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | CSS を大量に書かなくても、独自デザインに | ユーティリティファーストの CSS。素早く独自デザインを組む。 |
+| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 見栄えの良い部品。コピーしてすぐ使える | アプリにコピーして使う、美しいコンポーネント集。 |
+| [tanstack/query](https://github.com/tanstack/query) | データ取得とキャッシュは、これに任せる | TS/JS・React・Vue・Solid 向けの強力な非同期状態管理。 |
### インフラ
| プロジェクト | 表の 1 行 | 完全な説明 |
|---|---|---|
-| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | 本番運用向けコンテナオーケストレーション | プロダクション級のコンテナオーケストレーション。 |
-| [docker/compose](https://github.com/docker/compose) | 複数コンテナのアプリを定義して実行 | Docker で複数コンテナアプリを定義・実行。 |
-| [hashicorp/terraform](https://github.com/hashicorp/terraform) | クラウド基盤をコードで管理 | クラウド資源をコードで構築・変更する IaC ツール。 |
-| [pulumi/pulumi](https://github.com/pulumi/pulumi) | 汎用プログラミング言語でインフラを記述 | 汎用言語で書くインフラ as コード。 |
-| [caddyserver/caddy](https://github.com/caddyserver/caddy) | 自動 HTTPS 対応の高速 Web サーバー | 自動 HTTPS 付きの高速マルチプラットフォーム Web サーバ。 |
-| [traefik/traefik](https://github.com/traefik/traefik) | クラウドネイティブなリバースプロキシ | クラウドネイティブなリバースプロキシ／ロードバランサ。 |
-| [prometheus/prometheus](https://github.com/prometheus/prometheus) | システム監視とアラートのツールキット | システム監視とアラートのツールキット。 |
-| [grafana/grafana](https://github.com/grafana/grafana) | メトリクス・ログ・トレースをまとめて可視化 | メトリクス・ログ・トレース向けオープン可観測性プラットフォーム。 |
+| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | コンテナが増えても、配備と拡張は任せる | プロダクション級のコンテナオーケストレーション。 |
+| [docker/compose](https://github.com/docker/compose) | 複数のコンテナを 1 つのファイルでまとめて動かす | Docker で複数コンテナアプリを定義・実行。 |
+| [hashicorp/terraform](https://github.com/hashicorp/terraform) | クラウド資源をコードにして、変更を追えるように | クラウド資源をコードで構築・変更する IaC ツール。 |
+| [pulumi/pulumi](https://github.com/pulumi/pulumi) | 使い慣れた言語で、クラウド資源を管理 | 汎用言語で書くインフラ as コード。 |
+| [caddyserver/caddy](https://github.com/caddyserver/caddy) | Web サーバー構築、HTTPS は自動で設定 | 自動 HTTPS 付きの高速マルチプラットフォーム Web サーバ。 |
+| [traefik/traefik](https://github.com/traefik/traefik) | サービスが増えても、通信は自動で振り分け | クラウドネイティブなリバースプロキシ／ロードバランサ。 |
+| [prometheus/prometheus](https://github.com/prometheus/prometheus) | システムの不具合は、アラートが先に知らせる | システム監視とアラートのツールキット。 |
+| [grafana/grafana](https://github.com/grafana/grafana) | 指標・ログ・トレースを 1 つのパネルに | メトリクス・ログ・トレース向けオープン可観測性プラットフォーム。 |
### デザイン / クリエイティブ
| プロジェクト | 表の 1 行 | 完全な説明 |
|---|---|---|
-| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | 手描き風のバーチャルホワイトボード | 手描き風ダイアグラム用の仮想ホワイトボード。 |
-| [penpot/penpot](https://github.com/penpot/penpot) | チーム向けオープンソースのデザインツール | プロダクトチーム向けオープンソースのデザイン／プロトタイプ基盤。 |
-| [jgraph/drawio](https://github.com/jgraph/drawio) | 作図とホワイトボードのアプリ | ダイアグラム／ホワイトボード。diagrams.net のコア。 |
-| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | After Effects のアニメを iOS で再生 | Lottie 経由で After Effects アニメを iOS に描画するライブラリ。 |
-| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | After Effects のアニメを Web で再生 | Lottie で Web に After Effects アニメをネイティブ描画。 |
-| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | 最も人気の Tailwind CSS コンポーネント集 | Tailwind CSS 向けで人気のコンポーネントライブラリ。 |
-| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | コミュニティ製の統一感あるアイコン集 | コミュニティ製の美しく一貫したアイコンキット。 |
-| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 柔軟に使えるアイコンファミリー | UI・図・プレゼン向けの柔軟なアイコンファミリー。 |
+| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | 開いてすぐ描ける、紙に落書きする感覚で | 手描き風ダイアグラム用の仮想ホワイトボード。 |
+| [penpot/penpot](https://github.com/penpot/penpot) | チームのデザインとプロトタイプはオープンソースで | プロダクトチーム向けオープンソースのデザイン／プロトタイプ基盤。 |
+| [jgraph/drawio](https://github.com/jgraph/drawio) | フローチャートや図は、ドラッグで完成 | ダイアグラム／ホワイトボード。diagrams.net のコア。 |
+| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | After Effects のアニメを、そのまま iOS に | Lottie 経由で After Effects アニメを iOS に描画するライブラリ。 |
+| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | After Effects のアニメを、そのまま Web に | Lottie で Web に After Effects アニメをネイティブ描画。 |
+| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | Tailwind でも、選べる部品が最初から揃う | Tailwind CSS 向けで人気のコンポーネントライブラリ。 |
+| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | スタイルが揃ったアイコン一式、すぐ使える | コミュニティ製の美しく一貫したアイコンキット。 |
+| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 画面・図・スライドに、アイコン一式で足りる | UI・図・プレゼン向けの柔軟なアイコンファミリー。 |
### データ
| プロジェクト | 表の 1 行 | 完全な説明 |
|---|---|---|
-| [duckdb/duckdb](https://github.com/duckdb/duckdb) | アプリ内で動く SQL 分析データベース | プロセス内で動く SQL OLAP データベース。 |
-| [pola-rs/polars](https://github.com/pola-rs/polars) | 超高速な DataFrame ライブラリ | Rust / Python 向けの超高速 DataFrame ライブラリ。 |
-| [apache/arrow](https://github.com/apache/arrow) | 言語をまたぐインメモリ分析基盤 | インメモリ分析向けの言語横断プラットフォーム。 |
-| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | ソフトウェア開発の流儀でデータを変換 | ウェアハウスのデータをソフト工学のやり方で変換。 |
-| [apache/superset](https://github.com/apache/superset) | モダンなデータ探索・可視化プラットフォーム | モダンなデータ探索・可視化プラットフォーム。 |
-| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | オープンソースの列指向リアルタイム分析 DB | リアルタイム分析向けオープンソース列指向 DB。 |
-| [apache/kafka](https://github.com/apache/kafka) | 分散型イベントストリーミング基盤 | 分散イベントストリーミング基盤。 |
-| [jupyter/notebook](https://github.com/jupyter/notebook) | 対話型ノートブックで文書を作って共有 | 文書を作り共有する Jupyter インタラクティブノートブック。 |
+| [duckdb/duckdb](https://github.com/duckdb/duckdb) | データベースサーバーなしで、SQL 分析ができる | プロセス内で動く SQL OLAP データベース。 |
+| [pola-rs/polars](https://github.com/pola-rs/polars) | 表データの処理が速く、待たされない | Rust / Python 向けの超高速 DataFrame ライブラリ。 |
+| [apache/arrow](https://github.com/apache/arrow) | 言語が違っても、データはそのまま通じる | インメモリ分析向けの言語横断プラットフォーム。 |
+| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | データウェアハウスの SQL もバージョン管理とテストを | ウェアハウスのデータをソフト工学のやり方で変換。 |
+| [apache/superset](https://github.com/apache/superset) | データは、グラフにすれば見えてくる | モダンなデータ探索・可視化プラットフォーム。 |
+| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | 大量データのリアルタイム分析をオープンソースで | リアルタイム分析向けオープンソース列指向 DB。 |
+| [apache/kafka](https://github.com/apache/kafka) | システム間のメッセージを、確実に受け止める | 分散イベントストリーミング基盤。 |
+| [jupyter/notebook](https://github.com/jupyter/notebook) | コードと結果と説明を、1 ページにまとめる | 文書を作り共有する Jupyter インタラクティブノートブック。 |
## 現在ランクインしている新規リポジトリ
| プロジェクト | 表の 1 行 | 完全な説明 |
|---|---|---|
-| [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner) | 中国メーカー製 Android の広告と通知をオフ | 中国メーカー製 Android スマホのシステム内にある広告、トレンド検索、ニュースのおすすめ、マーケティング通知をオフにする。root 不要で元に戻せ、AI エージェントがワンクリックで実行できる。 |
-| [wangzan101/Mika](https://github.com/wangzan101/Mika) | スマホで代わりに動いてくれる専属 AI | Mika — スマホの中のパーソナル AI アシスタント。アプリを操作し、ネットを使い、用事を片づけてくれる。Android 端末上で動作する AI エージェントが、アプリや Web を操作して代わりに作業を進める。 |
-| [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research) | 旧ソ連圏の家系調査を AI が支援 | AI エージェント（Codex、Claude Code）向けの、証拠第一の系譜調査スキル：旧ソ連全域の教会記録、民事、軍事、強制移住、弾圧に関する記録… |
-| [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go) | DeepSeek Harness をポケットに | dsh-go — DeepSeek Harness をポケットに：スマホ本体で動作し、パソコンのリモート操作もできる。 |
-| [qybaihe/bla](https://github.com/qybaihe/bla) | AI によるリバースエンジニアリングからコードを守る | 🛡️ BLA（Blind LLM Agents）— バイナリ、Electron アプリ、JS バンドル、Python、WebAssembly を AI によるリバースエンジニアリングから守る、敵対的防御シールド… |
-| [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge) | 1 つのペルソナを複数のコーディングエージェントで | 1 つのペルソナで複数のコーディングエージェントに対応。codex、claude、opencode、grok、omp、hermes、pi、zcode のシステムプロンプトを置き換えたり注入したりでき、ローカルの Web コンソール付き。 |
-| [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android) | ROOT なしで Android に DeepSeek Harness | root も Termux も不要。1 つの APK で Android スマホ上に DeepSeek Harness を動かす。エンジンはアプリのプロセスに内蔵 · 画面を読み取ってアプリを操作 · システム設定の変更 · 定時／条件付き自動化 · Shizuku は任意 |
-| [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan) | コードベースの全体像を 1 枚の地図に | アプリが実際にどう組み合わさっているかが見える。Claude または Codex が描く、平易な英語で説明されたインタラクティブなコードベースマップ。 |
-| [patch-gg/anymove](https://github.com/patch-gg/anymove) | AI 動画 1 本でどんな生き物もモーキャプ | 1 本の AI 動画からあらゆる生き物のモーションキャプチャを実現：1 フレームに 2 台のカメラ、DINOv2 による関節検出、両方の視点でリグをフィットさせ、GLB を出力。 |
-| [daveebbelaar/bama](https://github.com/daveebbelaar/bama) | エージェントスキルで好きな Mac アプリを作る | BAMA：Build Any Mac App（あらゆる Mac アプリを作る）。Swift と SwiftUI でネイティブ macOS アプリを調査・クローン・設計・構築・最適化・テストするためのエージェントスキル。 |
-| [shipwords-dev/shipwords](https://github.com/shipwords-dev/shipwords) | 新ワードごとに稼ぐ AI サイトを 1 つ | 新しいキーワードごとに稼げる AI サイトを公開。認証、クレジット、決済、AI 生成を備えた Cloudflare ネイティブのスターター。/ 新語サイト群フレームワーク：1 語につき 1 サイト、午後のうちに公開。伸びたものは改良を続け、伸びなかったものは… |
-| [jmanico/grim-prompter](https://github.com/jmanico/grim-prompter) | AI エージェントがリポジトリの脅威モデルを作成 | AI コーディングエージェント向けの脅威モデリング：Claude Code、Codex など任意のエージェントにリポジトリを読ませると、証拠をたどれる脅威モデルが得られる。36 種類のアーキテクチャ、29 種類の手法、… |
-| [andyhuo520/vibe-knowledge](https://github.com/andyhuo520/vibe-knowledge) | 1 つの知識を出典つきの短編動画に | Vibe 知識大賞：1 つの知識ポイント → ナレーション付きで、すべての文に出典がある高品質な知識ショート動画に（Claude Code skill · 44 種のスタイル · コードでフレームごとに生成） |
-| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | AI が攻撃対象領域を継続調査し脆弱性を検証 | AI ファーストの外部攻撃対象領域アセスメント。継続的な探索、証拠に基づく脆弱性の検証、開発者エージェント向け MCP 連携を備える。 |
-| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | ビジュアルでエージェント型ワークフローを構築 | ビジュアルワークフローと自律型エージェントのためのエージェント型 AI プラットフォーム。Docker で自分のパソコンやサーバーに立ち上げられる。 |
-| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | 動画を 1 枚の絵コンテ画像にまとめる | DeepSeek Harness 向けのシーン認識ストーリーボード：番号付きの 9〜16 コマを、タイムスタンプ、文字起こし、音声エンベロープとともに 1 枚の画像（384 トークン）にまとめる。2 つのツール… |
-| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 1 つのキーで複数モデル、無審査版も | 検閲なしの AI API とモデル——1 つのキーで Claude、GPT、Gemini、Grok、DeepSeek、GLM、Qwen を利用でき、提供されている場合は無検閲版・abliterated 版も選べる。OpenAI-… |
-| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | スマホで AstrBot と NapCat を Root なしで実行 | Android スマホ上で AstrBot と NapCat をローカルにデプロイして管理できる。PRoot Ubuntu の実行環境を内蔵し、ネイティブ管理画面、WebUI、ログ、バックアップと復元、独立したアップデートに対応。root 不要。 |
-| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | ゼロから GPT-2 を手書きして LLM を理解 | 予備知識ゼロから学ぶ大規模言語モデル（LLM）の入門チュートリアル：GPT-2 をゼロから手書きし、LLM がどう動くかを 1 行ずつ理解する / PyTorch で GPT-2 をゼロから段階的に構築 |
-| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | あらゆる AI があなたの Binance AI ウォレットで取引 | どんな AI でも、あなた自身の Binance AI ウォレットで取引できる：即時の売買、Agent 専用ローンチパッド（Four、Flap、GANG）でのスナイプ、AI 専用 Mint、ローカルの取引ページ。署名は Binance が行い、秘密鍵には触れない。無料のオープンソース、MIT · 作者：Jacke_pp · 連絡先：X @Jacke_pp（DM） |
-| [heydeer/pngdeer](https://github.com/heydeer/pngdeer) | 画質そのまま、PNG をもっと小さく | 画像は小さく、見た目はそのまま。品質を自動で決めて、PNG を PNG または WebP に圧縮する。同じ品質なら、中央値の画像で PNG 出力が TinyPNG より 8〜12% 小さい… |
-| [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo) | 人とエージェントが使えるセルフホスト看板 | 人間にもエージェントにも使える、セルフホスト型のかんばん。4 MB のバイナリ 1 つで、2 ミリ秒で起動し、セットアップは不要。 |
-| [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence) | エージェントを関数に、アイデアをプログラムに | エージェントを関数として扱い、アイデアをプログラムにする。エージェントネイティブな関数型言語で、CLI、Web IDE、ゴール駆動のボット、ライブ UI を備える。ソース公開（source-available）。AI の学習には使用不可。 |
-| [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates) | 開発規約ごとに推奨ツールを 1 つだけ紹介 | ソフトウェア開発の基準を守るためのツールを、独自の方針で厳選したリスト。1 つの用途につき推奨ツールは 1 つで、制約も明記している。 |
-| [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night) | 認可済みセキュリティテスト用の指紋切り替えツール | ローカル専用のブラウザフィンガープリント／ID ローテーション用ツールキットで、許可を得たセキュリティテストが対象。Tor/obfs4、整合性のあるプロファイル、WebRTC/DNS リーク対策に対応。 |
+| [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner) | 中国メーカー製 Android の広告をオフ、元に戻せる | 中国メーカー製 Android スマホのシステム内にある広告、トレンド検索、ニュースのおすすめ、マーケティング通知をオフにする。root 不要で元に戻せ、AI エージェントがワンクリックで実行できる。 |
+| [wangzan101/Mika](https://github.com/wangzan101/Mika) | スマホの AI アシスタントが、アプリ操作を代行 | Mika — スマホの中のパーソナル AI アシスタント。アプリを操作し、ネットを使い、用事を片づけてくれる。Android 端末上で動作する AI エージェントが、アプリや Web を操作して代わりに作業を進める。 |
+| [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research) | 旧ソ連圏の家系調べ、資料探しは AI に | AI エージェント（Codex、Claude Code）向けの、証拠第一の系譜調査スキル：旧ソ連全域の教会記録、民事、軍事、強制移住、弾圧に関する記録… |
+| [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go) | DeepSeek Harness をスマホで動かし、PC も遠隔操作 | dsh-go — DeepSeek Harness をポケットに：スマホ本体で動作し、パソコンのリモート操作もできる。 |
+| [qybaihe/bla](https://github.com/qybaihe/bla) | AI にリバースエンジニアリングされないよう守る | 🛡️ BLA（Blind LLM Agents）— バイナリ、Electron アプリ、JS バンドル、Python、WebAssembly を AI によるリバースエンジニアリングから守る、敵対的防御シールド… |
+| [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge) | ペルソナ 1 つを、全コーディングエージェントで | 1 つのペルソナで複数のコーディングエージェントに対応。codex、claude、opencode、grok、omp、hermes、pi、zcode のシステムプロンプトを置き換えたり注入したりでき、ローカルの Web コンソール付き。 |
+| [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android) | ROOT なしで、スマホで DeepSeek Harness を動かす | root も Termux も不要。1 つの APK で Android スマホ上に DeepSeek Harness を動かす。エンジンはアプリのプロセスに内蔵 · 画面を読み取ってアプリを操作 · システム設定の変更 · 定時／条件付き自動化 · Shizuku は任意 |
+| [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan) | アプリの組み立てが、この地図で見える | アプリが実際にどう組み合わさっているかが見える。Claude または Codex が描く、平易な英語で説明されたインタラクティブなコードベースマップ。 |
+| [patch-gg/anymove](https://github.com/patch-gg/anymove) | AI 動画 1 本で、どんな生き物もモーキャプ | 1 本の AI 動画からあらゆる生き物のモーションキャプチャを実現：1 フレームに 2 台のカメラ、DINOv2 による関節検出、両方の視点でリグをフィットさせ、GLB を出力。 |
+| [daveebbelaar/bama](https://github.com/daveebbelaar/bama) | Mac アプリ作りを、エージェントスキルが手伝う | BAMA：Build Any Mac App（あらゆる Mac アプリを作る）。Swift と SwiftUI でネイティブ macOS アプリを調査・クローン・設計・構築・最適化・テストするためのエージェントスキル。 |
+| [shipwords-dev/shipwords](https://github.com/shipwords-dev/shipwords) | 新ワードを見つけたら、午後には AI サイトを公開 | 新しいキーワードごとに稼げる AI サイトを公開。認証、クレジット、決済、AI 生成を備えた Cloudflare ネイティブのスターター。/ 新語サイト群フレームワーク：1 語につき 1 サイト、午後のうちに公開。伸びたものは改良を続け、伸びなかったものは… |
+| [jmanico/grim-prompter](https://github.com/jmanico/grim-prompter) | リポジトリの脅威を、AI に整理させる | AI コーディングエージェント向けの脅威モデリング：Claude Code、Codex など任意のエージェントにリポジトリを読ませると、証拠をたどれる脅威モデルが得られる。36 種類のアーキテクチャ、29 種類の手法、… |
+| [andyhuo520/vibe-knowledge](https://github.com/andyhuo520/vibe-knowledge) | 1 つの知識を、出典つきの短い動画に | Vibe 知識大賞：1 つの知識ポイント → ナレーション付きで、すべての文に出典がある高品質な知識ショート動画に（Claude Code skill · 44 種のスタイル · コードでフレームごとに生成） |
+| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | 外から見える弱点を、AI が見つけて証拠つきで確認 | AI ファーストの外部攻撃対象領域アセスメント。継続的な探索、証拠に基づく脆弱性の検証、開発者エージェント向け MCP 連携を備える。 |
+| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | AI のワークフローを描いて、自分の環境で動かす | ビジュアルワークフローと自律型エージェントのためのエージェント型 AI プラットフォーム。Docker で自分のパソコンやサーバーに立ち上げられる。 |
+| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | 動画まるごと、1 枚の絵コンテに | DeepSeek Harness 向けのシーン認識ストーリーボード：番号付きの 9〜16 コマを、タイムスタンプ、文字起こし、音声エンベロープとともに 1 枚の画像（384 トークン）にまとめる。2 つのツール… |
+| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 1 つのキーで複数の AI モデルを使う | 検閲なしの AI API とモデル——1 つのキーで Claude、GPT、Gemini、Grok、DeepSeek、GLM、Qwen を利用でき、提供されている場合は無検閲版・abliterated 版も選べる。OpenAI-… |
+| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | スマホで AstrBot と NapCat、Root は不要 | Android スマホ上で AstrBot と NapCat をローカルにデプロイして管理できる。PRoot Ubuntu の実行環境を内蔵し、ネイティブ管理画面、WebUI、ログ、バックアップと復元、独立したアップデートに対応。root 不要。 |
+| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | LLM が分からなくても、GPT-2 を手書きして理解 | 予備知識ゼロから学ぶ大規模言語モデル（LLM）の入門チュートリアル：GPT-2 をゼロから手書きし、LLM がどう動くかを 1 行ずつ理解する / PyTorch で GPT-2 をゼロから段階的に構築 |
+| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | AI に自分の Binance AI ウォレットで取引させる | どんな AI でも、あなた自身の Binance AI ウォレットで取引できる：即時の売買、Agent 専用ローンチパッド（Four、Flap、GANG）でのスナイプ、AI 専用 Mint、ローカルの取引ページ。署名は Binance が行い、秘密鍵には触れない。無料のオープンソース、MIT · 作者：Jacke_pp · 連絡先：X @Jacke_pp（DM） |
+| [heydeer/pngdeer](https://github.com/heydeer/pngdeer) | PNG は小さく、画質はそのまま | 画像は小さく、見た目はそのまま。品質を自動で決めて、PNG を PNG または WebP に圧縮する。同じ品質なら、中央値の画像で PNG 出力が TinyPNG より 8〜12% 小さい… |
+| [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo) | 人もエージェントも使える、すぐ動く看板 | 人間にもエージェントにも使える、セルフホスト型のかんばん。4 MB のバイナリ 1 つで、2 ミリ秒で起動し、セットアップは不要。 |
+| [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence) | アイデアをプログラムに、エージェントは関数として | エージェントを関数として扱い、アイデアをプログラムにする。エージェントネイティブな関数型言語で、CLI、Web IDE、ゴール駆動のボット、ライブ UI を備える。ソース公開（source-available）。AI の学習には使用不可。 |
+| [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates) | 開発規約ごとに、おすすめツールは 1 つだけ | ソフトウェア開発の基準を守るためのツールを、独自の方針で厳選したリスト。1 つの用途につき推奨ツールは 1 つで、制約も明記している。 |
+| [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night) | 認可済みセキュリティテスト用の指紋切り替え | ローカル専用のブラウザフィンガープリント／ID ローテーション用ツールキットで、許可を得たセキュリティテストが対象。Tor/obfs4、整合性のあるプロファイル、WebRTC/DNS リーク対策に対応。 |
| [UniteCuttlefishBolt/Canva-Pro](https://github.com/UniteCuttlefishBolt/Canva-Pro) | Canva Pro 2026 全機能アンロック済みインストーラー | Canva Pro 2026：全機能が解放済みで、すぐに使える完全版のスタンドアロンセットアップ。 |
| [CaretakerPlain/Whale-Tracker](https://github.com/CaretakerPlain/Whale-Tracker) | Whale Tracker 2026 事前アクティベート済みデスクトップ版 | Whale Tracker 2026：アクティベーション済みのデスクトップ版で、全機能をすぐに使える。 |
| [ScorpionHub17/KMS-Pico](https://github.com/ScorpionHub17/KMS-Pico) | Kms Pico Free 2026 事前アクティベート済みデスクトップ版 | Kms Pico Free 2026 の完全版スタンドアロンセットアップ。アクティベーション済みのデスクトップ版で、すぐに使え、スムーズにインストールできる。 |
@@ -157,13 +157,13 @@
| [SoapmakerShout44/Cinema-4d](https://github.com/SoapmakerShout44/Cinema-4d) | Cinema 4D ユーティリティの完全版インストール | プロ向け Cinema 4D ユーティリティ構成。完全なスタンドアロンインストールセットアップで、2026 年のワークフローを効率化する。 |
| [twilightstonerestore/Glary-Utilities-Pro](https://github.com/twilightstonerestore/Glary-Utilities-Pro) | Glary Utilities Pro 2026 有効化済みインストーラー | Glary Utilities Pro 2026：全ツールがアクティベーション済みの、すぐに使える完全版インストーラー。デスクトップですぐに使い始められる。 |
| [ViceFencerManacle/Camtasia](https://github.com/ViceFencerManacle/Camtasia) | Camtasia 2026 の完全版インストーラー | Camtasia 2026 のすぐに使える完全版インストーラー。全機能を備え、デスクトップでそのまま実行できる。 |
-| [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one) | 無料 OSINT、3,100 以上のサイトで人物検索 | Watson — Windows 向けの無料 OSINT ツール：ニックネーム、メールアドレス、電話番号、Web サイトから、3,100 以上の公開サイトで人物を検索できる。オープンソースインテリジェンスを手軽に：digi… |
-| [thomasunise/argus](https://github.com/thomasunise/argus) | オープンソースのエージェント型セキュリティ運用基盤 | オープンソースのエージェント型セキュリティオペレーションプラットフォーム： |
-| [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas) | 挿絵つき IELTS 単語 7,298 語 | 詞光 · Word Atlas — イラスト付きの IELTS 語彙 7,298 語。英国式・米国式の音声と FSRS 復習に対応。オープンソースアプリ + CC BY 4.0 データセット。 |
-| [D3voz/openjutsu](https://github.com/D3voz/openjutsu) | 動画のキャラをワンクリックで差し替え | 動画のキャラクターをワンクリックで入れ替え：ComfyUI と MiniMax H3 の上に作られた、オープンソースでローカル動作の Higgsfield Genjutsu 代替ツール。FLUX.3 Klein によるリライティングにも対応。 |
-| [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes) | 録音を文字起こし・分類・検索できる作業台 | OpenMinutes · ボイスレコーダーのワークベンチ：MemoTalk S1 の録音を取り込み · 文字起こし · AI で分類 · 検索して振り返り（Floatboat Workbench のオープンソース実装） |
-| [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion) | 易経六十四卦のアニメ、すべてコードで制作 | 『易経』六十四卦の構造アニメーション · すべてコードだけで作った『易経』六十四卦のモーショングラフィックス（Remotion + React） |
-| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | マクドナルドの最新メニューと栄養で賢くセット選び | M餐搭子（Mミールメイト）：マクドナルドの MCP によるリアルタイムのメニューと栄養データをもとに、食事の組み合わせを考える Skill｜オンラインデモ公開中 |
-| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | 自前の Kubernetes で動くセルフホスト PaaS | 自分の Kubernetes 上で動かすセルフホスト型 PaaS。 |
-| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | エンドツーエンドの DevOps TaskFlow API | エンドツーエンドの DevOps TaskFlow API —— FastAPI、PostgreSQL、SQLAlchemy、Alembic、Docker Compose、Pytest、GitHub Actions CI、Kubernetes、prometheus、Grafana、helm、k9s、… |
-| [hugues31/duckpad](https://github.com/hugues31/duckpad) | オープンソースにふさわしいデータ変換ツール | オープンソースコミュニティにふさわしい、データ変換ツール。 |
+| [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one) | ニックネーム・メール・電話から、3,100 以上のサイトで検索 | Watson — Windows 向けの無料 OSINT ツール：ニックネーム、メールアドレス、電話番号、Web サイトから、3,100 以上の公開サイトで人物を検索できる。オープンソースインテリジェンスを手軽に：digi… |
+| [thomasunise/argus](https://github.com/thomasunise/argus) | エージェントが回すオープンソースのセキュリティ運用 | オープンソースのエージェント型セキュリティオペレーションプラットフォーム： |
+| [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas) | IELTS 単語を絵と音声で、7,298 語 | 詞光 · Word Atlas — イラスト付きの IELTS 語彙 7,298 語。英国式・米国式の音声と FSRS 復習に対応。オープンソースアプリ + CC BY 4.0 データセット。 |
+| [D3voz/openjutsu](https://github.com/D3voz/openjutsu) | 動画のキャラ替えが、ワンクリックで手元で完結 | 動画のキャラクターをワンクリックで入れ替え：ComfyUI と MiniMax H3 の上に作られた、オープンソースでローカル動作の Higgsfield Genjutsu 代替ツール。FLUX.3 Klein によるリライティングにも対応。 |
+| [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes) | ボイスレコーダーの録音を、検索できる文字に | OpenMinutes · ボイスレコーダーのワークベンチ：MemoTalk S1 の録音を取り込み · 文字起こし · AI で分類 · 検索して振り返り（Floatboat Workbench のオープンソース実装） |
+| [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion) | 易経六十四卦をアニメに、すべてコードで | 『易経』六十四卦の構造アニメーション · すべてコードだけで作った『易経』六十四卦のモーショングラフィックス（Remotion + React） |
+| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | マクドナルドのセット選びを、最新メニューと栄養で | M餐搭子（Mミールメイト）：マクドナルドの MCP によるリアルタイムのメニューと栄養データをもとに、食事の組み合わせを考える Skill｜オンラインデモ公開中 |
+| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | 自前の Kubernetes に、自分の PaaS を | 自分の Kubernetes 上で動かすセルフホスト型 PaaS。 |
+| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | 最初から最後までそろった DevOps の API | エンドツーエンドの DevOps TaskFlow API —— FastAPI、PostgreSQL、SQLAlchemy、Alembic、Docker Compose、Pytest、GitHub Actions CI、Kubernetes、prometheus、Grafana、helm、k9s、… |
+| [hugues31/duckpad](https://github.com/hugues31/duckpad) | データ変換は、オープンソースコミュニティのツールで | オープンソースコミュニティにふさわしい、データ変換ツール。 |
diff --git a/docs/DETAILS.ko.md b/docs/DETAILS.ko.md
index 982ada5..4024f27 100644
--- a/docs/DETAILS.ko.md
+++ b/docs/DETAILS.ko.md
@@ -12,136 +12,136 @@
| 프로젝트 | 표의 한 줄 | 전체 설명 |
|---|---|---|
-| [morluto/rea](https://github.com/morluto/rea) | AI가 어떤 소프트웨어든 역분석·복제해 준다 | 리버서가 며칠씩 어셈블리를 노려보던 일을, AI가 프로그램이 무슨 일을 하는지 바로 알려준다. Ghidra와 연결되어 읽을 수 없던 바이너리를 한 문장으로 설명한다. |
-| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 터미널에서 쓰는 무료 오픈 소스 AI 코딩 | 웹 페이지 없이 터미널에서 바로 AI로 코딩한다. 여러 모델을 지원하고 Claude Code·Codex에 맞서는 무료 오픈소스. |
-| [stablyai/orca](https://github.com/stablyai/orca) | 여러 AI 코딩 에이전트를 나란히 비교 | 한 데스크톱에서 여러 AI 코딩 에이전트를 동시에 돌려 누가 더 잘 짜는지 비교한다. 에이전트마다 작업 공간이 따로라 서로 방해하지 않는다. |
-| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI 두 개가 코드 취약점을 서로 검증 | AI가 자기 코드의 취약점을 직접 찾게 하고, 다른 AI를 불러 반박까지 시킨다. 코딩 에이전트가 쓰는 불안전한 코드를 잡아낸다. |
-| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | 웹페이지 쓰듯 영상을 만든다 | 웹 페이지를 쓰듯 영상을 쓰면 AI가 바로 렌더링한다. 코딩 에이전트도 쓸 수 있어 편집 소프트웨어를 따로 배울 필요가 없다. |
-| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | AI의 코드 군더더기를 막아 준다 | AI가 코드에 군더더기를 잔뜩 붙이는 버릇을 고친다. 게으른 베테랑처럼 안 써도 되면 쓰지 않고, 쓸 거면 제대로 쓰게 가르친다. |
-| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | 코드베이스를 한 장의 지도로 | 코드베이스 전체를 한 장의 지도로 만들어 어떤 파일이 서로 호출하는지 AI가 한눈에 파악한다. 큰 프로젝트를 처음부터 끝까지 읽을 필요가 없다. |
-| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 실제로 일하는 AI, 데이터는 내 컴퓨터에 | 챗봇이 아니라 실제로 일을 해주는 AI. 시스템을 가로질러 동작하고 로컬에 배포하며 데이터가 내 컴퓨터를 떠나지 않는다. |
-| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | DeepSeek의 플러그인형 오픈 소스 에이전트 | DeepSeek이 공개한 오픈소스 에이전트 하네스(`dsh`). '모든 것이 플러그인'이라는 구조로 필요한 기능을 조립해 쓴다. 개발자 프리뷰 단계라 호환성이 깨지는 변경이 생길 수 있다. |
-| [affaan-m/ECC](https://github.com/affaan-m/ECC) | 코딩 에이전트 성능 튜닝 키트 | 코딩 에이전트를 위한 종합 강화 패키지. 스킬, 사용하며 배우는 습관, 메모리, 보안 점검, 조사부터 하고 구현하는 개발 흐름을 담았고 Claude Code·Codex·OpenCode·Cursor 등에서 쓸 수 있다. |
-| [yetone/magpie](https://github.com/yetone/magpie) | 어떤 코딩 에이전트든 원하는 모델로 | 메뉴 막대 앱과 로컬 게이트웨이로, 어떤 코딩 에이전트에서든 원하는 모델을 쓸 수 있다(Claude Code에 Kimi, Codex에 DeepSeek). 할당량이 떨어지면 다음 계정으로 자동 전환한다. |
-| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | AI 에이전트가 인터넷 전체를 보게 한다 | AI 에이전트에게 인터넷 전체를 보여주는 도구. 명령 하나로 트위터·Reddit·YouTube·GitHub·Bilibili·샤오홍슈를 읽고 검색하며 API 비용이 들지 않는다. |
-| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | 코딩 에이전트에게 디자인 감각을 | 코딩 에이전트에게 '감각'을 주는 스킬 모음. 아트 디렉션, 실제 참고 이미지, 브라우저 자체 점검으로 흔해 빠진 AI 랜딩 페이지를 만들지 않게 한다. |
-| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | AI가 만든 UI를 전문가 수준으로 | 코딩 에이전트에 디자인 감각을 더해 주는 스킬. 여러 플랫폼과 프레임워크에서 전문가다운 UI/UX를 만들게 한다. |
-| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 무료 게이트웨이 하나로 수백 개 모델 | 무료 MIT 라이선스 AI 게이트웨이. 하나의 엔드포인트로 수백 개 제공자와 모델에 연결하고 할당량이 떨어지면 자동 전환한다. Claude Code·Codex·Cursor·OpenCode·Cline·Copilot과 함께 쓸 수 있다. |
-| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | AI 에이전트 팀을 회사처럼 운영 | AI 에이전트 팀을 회사처럼 운영하는 오픈소스 앱. 목표를 배정하고 예산을 정하고 작업과 비용을 한 대시보드에서 추적한다. OpenClaw가 직원이라면 Paperclip은 회사다. |
-| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | AI 코딩 도구의 API를 원클릭 전환 | Claude Code·Codex·Gemini CLI·OpenCode·OpenClaw 등을 한곳에서 관리하는 데스크톱 앱. API 제공자를 한 번에 바꾸고 MCP·스킬·프롬프트도 설정 파일을 손으로 고치지 않고 관리한다. |
-| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 스스로 개선하는 AI 에이전트 | Nous Research가 만든 스스로 개선하는 AI 에이전트. 학습 루프가 내장되어 경험에서 스킬을 만들고 쓰면서 다듬으며, Telegram·Discord·Slack 등에서도 대화할 수 있다. |
-| [NVIDIA/SkillSpector](https://github.com/NVIDIA/SkillSpector) | 에이전트 스킬 설치 전 위험 검사 | NVIDIA가 만든 AI 에이전트 스킬 보안 스캐너. 설치 전에 취약점, 프롬프트 인젝션, 데이터 유출, 공급망 위험을 검사한다. Claude Code·Codex·MCP 스킬을 지원한다. |
-| [addyosmani/agent-skills](https://github.com/addyosmani/agent-skills) | 시니어 엔지니어의 방식을 AI에게 | 코딩 에이전트를 위한 실무급 엔지니어링 스킬 모음. 시니어 엔지니어가 명세부터 출시까지 지키는 워크플로와 품질 게이트를 담아 에이전트가 매번 따르게 한다. |
-| [thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) | 에이전트가 세션을 넘어 기억한다 | 세션이 바뀌어도 에이전트가 기억하게 한다. 작업 내용을 기록하고 AI로 압축해 다음 세션에 관련 내용을 다시 넣어 준다. Claude Code·Codex·Gemini·OpenCode 등에서 쓸 수 있다. |
-| [anthropics/skills](https://github.com/anthropics/skills) | Anthropic 공개 에이전트 스킬 모음 | Anthropic이 공개한 Agent Skills 저장소. 지침·스크립트·리소스를 담은 폴더를 Claude가 필요할 때 불러온다. 창작부터 웹 앱 테스트까지 다양해 직접 스킬을 만들 때 참고하기 좋다. |
+| [morluto/rea](https://github.com/morluto/rea) | 읽을 수 없는 프로그램, AI가 설명해 준다 | 리버서가 며칠씩 어셈블리를 노려보던 일을, AI가 프로그램이 무슨 일을 하는지 바로 알려준다. Ghidra와 연결되어 읽을 수 없던 바이너리를 한 문장으로 설명한다. |
+| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 브라우저 없이 터미널에서 AI가 코드를 쓴다 | 웹 페이지 없이 터미널에서 바로 AI로 코딩한다. 여러 모델을 지원하고 Claude Code·Codex에 맞서는 무료 오픈소스. |
+| [stablyai/orca](https://github.com/stablyai/orca) | AI 여러 개가 함께 쓰니 뭐가 나은지 한눈에 | 한 데스크톱에서 여러 AI 코딩 에이전트를 동시에 돌려 누가 더 잘 짜는지 비교한다. 에이전트마다 작업 공간이 따로라 서로 방해하지 않는다. |
+| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI가 쓴 코드를 다른 AI가 다시 짚어 준다 | AI가 자기 코드의 취약점을 직접 찾게 하고, 다른 AI를 불러 반박까지 시킨다. 코딩 에이전트가 쓰는 불안전한 코드를 잡아낸다. |
+| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | 편집 몰라도 웹페이지처럼 쓰면 영상이 된다 | 웹 페이지를 쓰듯 영상을 쓰면 AI가 바로 렌더링한다. 코딩 에이전트도 쓸 수 있어 편집 소프트웨어를 따로 배울 필요가 없다. |
+| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | AI의 쓸데없는 코드는 줄이고 필요한 건 정확히 | AI가 코드에 군더더기를 잔뜩 붙이는 버릇을 고친다. 게으른 베테랑처럼 안 써도 되면 쓰지 않고, 쓸 거면 제대로 쓰게 가르친다. |
+| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | 너무 커서 못 읽겠다면 이 지도부터 보자 | 코드베이스 전체를 한 장의 지도로 만들어 어떤 파일이 서로 호출하는지 AI가 한눈에 파악한다. 큰 프로젝트를 처음부터 끝까지 읽을 필요가 없다. |
+| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 일을 끝내는 AI, 데이터는 내 컴퓨터에 남는다 | 챗봇이 아니라 실제로 일을 해주는 AI. 시스템을 가로질러 동작하고 로컬에 배포하며 데이터가 내 컴퓨터를 떠나지 않는다. |
+| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | 원하는 에이전트를 플러그인으로 직접 조립 | DeepSeek이 공개한 오픈소스 에이전트 하네스(`dsh`). '모든 것이 플러그인'이라는 구조로 필요한 기능을 조립해 쓴다. 개발자 프리뷰 단계라 호환성이 깨지는 변경이 생길 수 있다. |
+| [affaan-m/ECC](https://github.com/affaan-m/ECC) | 코딩 AI에 기억, 스킬, 보안 점검을 더한다 | 코딩 에이전트를 위한 종합 강화 패키지. 스킬, 사용하며 배우는 습관, 메모리, 보안 점검, 조사부터 하고 구현하는 개발 흐름을 담았고 Claude Code·Codex·OpenCode·Cursor 등에서 쓸 수 있다. |
+| [yetone/magpie](https://github.com/yetone/magpie) | 코딩 AI의 모델을 바꾸고, 한도가 차도 이어서 | 메뉴 막대 앱과 로컬 게이트웨이로, 어떤 코딩 에이전트에서든 원하는 모델을 쓸 수 있다(Claude Code에 Kimi, Codex에 DeepSeek). 할당량이 떨어지면 다음 계정으로 자동 전환한다. |
+| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | 트위터·유튜브·샤오홍슈, AI가 대신 검색 | AI 에이전트에게 인터넷 전체를 보여주는 도구. 명령 하나로 트위터·Reddit·YouTube·GitHub·Bilibili·샤오홍슈를 읽고 검색하며 API 비용이 들지 않는다. |
+| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | AI가 똑같은 페이지만 만들지 않게 | 코딩 에이전트에게 '감각'을 주는 스킬 모음. 아트 디렉션, 실제 참고 이미지, 브라우저 자체 점검으로 흔해 빠진 AI 랜딩 페이지를 만들지 않게 한다. |
+| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | AI가 만든 화면을 전문가 디자인처럼 | 코딩 에이전트에 디자인 감각을 더해 주는 스킬. 여러 플랫폼과 프레임워크에서 전문가다운 UI/UX를 만들게 한다. |
+| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 입구 하나로 수백 개 모델, 한도는 자동 전환 | 무료 MIT 라이선스 AI 게이트웨이. 하나의 엔드포인트로 수백 개 제공자와 모델에 연결하고 할당량이 떨어지면 자동 전환한다. Claude Code·Codex·Cursor·OpenCode·Cline·Copilot과 함께 쓸 수 있다. |
+| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | AI 여럿의 작업과 비용을 한 화면에서 | AI 에이전트 팀을 회사처럼 운영하는 오픈소스 앱. 목표를 배정하고 예산을 정하고 작업과 비용을 한 대시보드에서 추적한다. OpenClaw가 직원이라면 Paperclip은 회사다. |
+| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | 설정 파일 안 고치고 원클릭으로 전환 | Claude Code·Codex·Gemini CLI·OpenCode·OpenClaw 등을 한곳에서 관리하는 데스크톱 앱. API 제공자를 한 번에 바꾸고 MCP·스킬·프롬프트도 설정 파일을 손으로 고치지 않고 관리한다. |
+| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 쓸수록 일을 더 잘하는 AI 도우미 | Nous Research가 만든 스스로 개선하는 AI 에이전트. 학습 루프가 내장되어 경험에서 스킬을 만들고 쓰면서 다듬으며, Telegram·Discord·Slack 등에서도 대화할 수 있다. |
+| [NVIDIA/SkillSpector](https://github.com/NVIDIA/SkillSpector) | AI 스킬 설치 전에 함정부터 확인 | NVIDIA가 만든 AI 에이전트 스킬 보안 스캐너. 설치 전에 취약점, 프롬프트 인젝션, 데이터 유출, 공급망 위험을 검사한다. Claude Code·Codex·MCP 스킬을 지원한다. |
+| [addyosmani/agent-skills](https://github.com/addyosmani/agent-skills) | 베테랑 엔지니어의 일하는 방식을 AI에게 | 코딩 에이전트를 위한 실무급 엔지니어링 스킬 모음. 시니어 엔지니어가 명세부터 출시까지 지키는 워크플로와 품질 게이트를 담아 에이전트가 매번 따르게 한다. |
+| [thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) | AI가 지난번 하던 일을 잊지 않는다 | 세션이 바뀌어도 에이전트가 기억하게 한다. 작업 내용을 기록하고 AI로 압축해 다음 세션에 관련 내용을 다시 넣어 준다. Claude Code·Codex·Gemini·OpenCode 등에서 쓸 수 있다. |
+| [anthropics/skills](https://github.com/anthropics/skills) | Claude 스킬 작성법은 공식 예제로 배운다 | Anthropic이 공개한 Agent Skills 저장소. 지침·스크립트·리소스를 담은 폴더를 Claude가 필요할 때 불러온다. 창작부터 웹 앱 테스트까지 다양해 직접 스킬을 만들 때 참고하기 좋다. |
### 개발자 도구
| 프로젝트 | 표의 한 줄 | 전체 설명 |
|---|---|---|
-| [astral-sh/uv](https://github.com/astral-sh/uv) | 초고속 Python 패키지 관리자 | Rust로 만든 초고속 Python 패키지·프로젝트 관리자. |
-| [oven-sh/bun](https://github.com/oven-sh/bun) | 올인원 JavaScript 런타임 | 런타임·번들러·테스트·패키지 관리자를 한데 모은 JavaScript 툴킷. |
-| [biomejs/biome](https://github.com/biomejs/biome) | 빠른 웹 코드 포매터 겸 린터 | 웹 프로젝트를 위한 고속 포맷터·린터. JS/TS/JSON/CSS 지원. |
-| [zed-industries/zed](https://github.com/zed-industries/zed) | 빠르고 함께 편집하는 코드 에디터 | Atom·Tree-sitter 제작진의 고성능 멀티플레이어 코드 에디터. |
-| [helix-editor/helix](https://github.com/helix-editor/helix) | LSP 내장 모달 에디터 | LSP·tree-sitter·다중 선택을 내장한 모달 텍스트 에디터. |
-| [jdx/mise](https://github.com/jdx/mise) | 개발 도구 버전을 하나로 관리 | 다언어 런타임과 환경 관리를 한데 모은 개발 도구 버전 관리자. |
-| [cli/cli](https://github.com/cli/cli) | GitHub 공식 커맨드라인 도구 | 이슈·PR·Actions 등을 다루는 GitHub 공식 CLI. |
-| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | grep보다 빠른 정규식 검색 | 정규식으로 디렉터리를 재귀 검색. grep보다 빠름. |
+| [astral-sh/uv](https://github.com/astral-sh/uv) | Python 패키지 설치, 더 이상 기다리지 않는다 | Rust로 만든 초고속 Python 패키지·프로젝트 관리자. |
+| [oven-sh/bun](https://github.com/oven-sh/bun) | 실행·번들·테스트·설치를 도구 하나로 | 런타임·번들러·테스트·패키지 관리자를 한데 모은 JavaScript 툴킷. |
+| [biomejs/biome](https://github.com/biomejs/biome) | 웹 코드 정리와 점검을 도구 하나로 | 웹 프로젝트를 위한 고속 포맷터·린터. JS/TS/JSON/CSS 지원. |
+| [zed-industries/zed](https://github.com/zed-industries/zed) | 열자마자 빠르고, 함께 코딩도 된다 | Atom·Tree-sitter 제작진의 고성능 멀티플레이어 코드 에디터. |
+| [helix-editor/helix](https://github.com/helix-editor/helix) | 플러그인 없이 자동완성·하이라이트가 기본 | LSP·tree-sitter·다중 선택을 내장한 모달 텍스트 에디터. |
+| [jdx/mise](https://github.com/jdx/mise) | 여러 언어 버전을 도구 하나로 관리 | 다언어 런타임과 환경 관리를 한데 모은 개발 도구 버전 관리자. |
+| [cli/cli](https://github.com/cli/cli) | 브라우저 없이 명령줄에서 GitHub 처리 | 이슈·PR·Actions 등을 다루는 GitHub 공식 CLI. |
+| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | 폴더 전체의 글자 검색, grep보다 빠르다 | 정규식으로 디렉터리를 재귀 검색. grep보다 빠름. |
### 보안
| 프로젝트 | 표의 한 줄 | 전체 설명 |
|---|---|---|
-| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | 컨테이너와 저장소를 한 번에 보안 스캔 | 컨테이너·파일시스템·Git 등을 위한 올인원 보안 스캐너. |
-| [anchore/grype](https://github.com/anchore/grype) | 컨테이너 이미지 취약점 스캔 | 컨테이너 이미지·파일시스템용 취약점 스캐너. |
-| [semgrep/semgrep](https://github.com/semgrep/semgrep) | 빠른 코드 스캔으로 버그 찾기 | 다언어 경량 정적 분석. 버그를 찾고 가드를 강제. |
-| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | YAML 템플릿으로 빠른 취약점 스캔 | 간단한 YAML 템플릿으로 동작하는 고속 취약점 스캐너. |
-| [falcosecurity/falco](https://github.com/falcosecurity/falco) | 클라우드의 이상 행동을 실시간 탐지 | 이상 활동을 감지하는 클라우드 네이티브 런타임 보안 도구. |
-| [google/osv-scanner](https://github.com/google/osv-scanner) | 의존성의 알려진 취약점 점검 | OSV 데이터베이스와 대조해 의존성의 알려진 취약점을 검사. |
-| [securego/gosec](https://github.com/securego/gosec) | Go 코드의 위험한 패턴 검사 | Go 소스의 흔한 불안전 패턴을 검사하는 도구. |
-| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 간결한 보안 모범 사례 모음 | OWASP 치트시트 모음. 간결한 보안 모범 사례. |
+| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | 컨테이너와 코드 저장소 보안 점검을 한 번에 | 컨테이너·파일시스템·Git 등을 위한 올인원 보안 스캐너. |
+| [anchore/grype](https://github.com/anchore/grype) | 이미지를 올리기 전에 취약점부터 확인 | 컨테이너 이미지·파일시스템용 취약점 스캐너. |
+| [semgrep/semgrep](https://github.com/semgrep/semgrep) | 코드의 문제는 커밋 전에 찾아낸다 | 다언어 경량 정적 분석. 버그를 찾고 가드를 강제. |
+| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | 템플릿 하나로 취약점을 한꺼번에 스캔 | 간단한 YAML 템플릿으로 동작하는 고속 취약점 스캐너. |
+| [falcosecurity/falco](https://github.com/falcosecurity/falco) | 클라우드의 이상 징후를 바로 안다 | 이상 활동을 감지하는 클라우드 네이티브 런타임 보안 도구. |
+| [google/osv-scanner](https://github.com/google/osv-scanner) | 쓰는 의존성이 안전한지, 스캔하면 안다 | OSV 데이터베이스와 대조해 의존성의 알려진 취약점을 검사. |
+| [securego/gosec](https://github.com/securego/gosec) | Go 코드의 위험한 작성 패턴을 미리 찾는다 | Go 소스의 흔한 불안전 패턴을 검사하는 도구. |
+| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 보안은 어떻게 하나? 이 문서면 충분하다 | OWASP 치트시트 모음. 간결한 보안 모범 사례. |
### Web / 프론트엔드
| 프로젝트 | 표의 한 줄 | 전체 설명 |
|---|---|---|
-| [vercel/next.js](https://github.com/vercel/next.js) | React 풀스택 웹 프레임워크 | 웹용 React 프레임워크. SSR·라우팅·풀스택. |
-| [facebook/react](https://github.com/facebook/react) | 웹과 네이티브 UI를 만드는 라이브러리 | 웹·네이티브 UI를 만들기 위한 라이브러리. |
-| [vuejs/core](https://github.com/vuejs/core) | 점진적 JavaScript 프레임워크 | 점진적 JS 프레임워크의 코어 런타임과 컴파일러. |
-| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 프레임워크를 컴파일로 지우는 웹 개발 | 프레임워크를 컴파일로 없애는 웹 앱 방식. |
-| [withastro/astro](https://github.com/withastro/astro) | JavaScript를 덜 보내는 콘텐츠 사이트 | 콘텐츠 사이트용 웹 프레임워크. 기본적으로 JS를 적게 보냄. |
-| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | 유틸리티 CSS로 빠르게 디자인 | 유틸리티 우선 CSS 프레임워크. 맞춤 디자인을 빠르게. |
-| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 복사해서 쓰는 예쁜 UI 컴포넌트 | 앱에 복사해 쓰는 아름다운 컴포넌트 모음. |
-| [tanstack/query](https://github.com/tanstack/query) | 비동기 상태를 관리하는 라이브러리 | TS/JS·React·Vue·Solid용 강력한 비동기 상태 관리. |
+| [vercel/next.js](https://github.com/vercel/next.js) | React로 사이트 전체를 앞뒤까지 완성 | 웹용 React 프레임워크. SSR·라우팅·풀스택. |
+| [facebook/react](https://github.com/facebook/react) | 웹과 앱 화면을 같은 방식으로 | 웹·네이티브 UI를 만들기 위한 라이브러리. |
+| [vuejs/core](https://github.com/vuejs/core) | 작은 페이지부터, 쓰는 만큼만 배운다 | 점진적 JS 프레임워크의 코어 런타임과 컴파일러. |
+| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 쓰는 건 프레임워크, 돌아가는 건 가벼운 페이지 | 프레임워크를 컴파일로 없애는 웹 앱 방식. |
+| [withastro/astro](https://github.com/withastro/astro) | 스크립트를 줄여 더 가볍게 열리는 콘텐츠 사이트 | 콘텐츠 사이트용 웹 프레임워크. 기본적으로 JS를 적게 보냄. |
+| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | CSS를 잔뜩 안 써도 맞춤 디자인 | 유틸리티 우선 CSS 프레임워크. 맞춤 디자인을 빠르게. |
+| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 예쁜 컴포넌트, 복사해서 바로 쓴다 | 앱에 복사해 쓰는 아름다운 컴포넌트 모음. |
+| [tanstack/query](https://github.com/tanstack/query) | 데이터 요청과 캐시는 이 도구에 맡긴다 | TS/JS·React·Vue·Solid용 강력한 비동기 상태 관리. |
### 인프라
| 프로젝트 | 표의 한 줄 | 전체 설명 |
|---|---|---|
-| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | 프로덕션급 컨테이너 오케스트레이션 | 프로덕션급 컨테이너 오케스트레이션. |
-| [docker/compose](https://github.com/docker/compose) | 다중 컨테이너 앱 정의·실행 | Docker로 다중 컨테이너 앱을 정의·실행. |
-| [hashicorp/terraform](https://github.com/hashicorp/terraform) | 클라우드 인프라를 코드로 관리 | 클라우드 자원을 코드로 구축·변경하는 IaC 도구. |
-| [pulumi/pulumi](https://github.com/pulumi/pulumi) | 범용 프로그래밍 언어로 인프라 구성 | 범용 언어로 쓰는 인프라 as 코드. |
-| [caddyserver/caddy](https://github.com/caddyserver/caddy) | 자동 HTTPS를 지원하는 빠른 웹 서버 | 자동 HTTPS를 갖춘 고속 멀티플랫폼 웹 서버. |
-| [traefik/traefik](https://github.com/traefik/traefik) | 클라우드 네이티브 리버스 프록시 | 클라우드 네이티브 리버스 프록시·로드 밸런서. |
-| [prometheus/prometheus](https://github.com/prometheus/prometheus) | 시스템 모니터링·알림 툴킷 | 시스템 모니터링·알림 툴킷. |
-| [grafana/grafana](https://github.com/grafana/grafana) | 메트릭·로그·트레이스를 한곳에서 | 메트릭·로그·트레이스용 오픈 관측성 플랫폼. |
+| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | 컨테이너가 늘어도 배포와 확장은 맡긴다 | 프로덕션급 컨테이너 오케스트레이션. |
+| [docker/compose](https://github.com/docker/compose) | 여러 컨테이너를 파일 하나로 함께 실행 | Docker로 다중 컨테이너 앱을 정의·실행. |
+| [hashicorp/terraform](https://github.com/hashicorp/terraform) | 클라우드 자원을 코드로, 변경 내역이 남는다 | 클라우드 자원을 코드로 구축·변경하는 IaC 도구. |
+| [pulumi/pulumi](https://github.com/pulumi/pulumi) | 익숙한 프로그래밍 언어로 클라우드 자원 관리 | 범용 언어로 쓰는 인프라 as 코드. |
+| [caddyserver/caddy](https://github.com/caddyserver/caddy) | 웹 서버를 세우면 HTTPS는 자동 설정 | 자동 HTTPS를 갖춘 고속 멀티플랫폼 웹 서버. |
+| [traefik/traefik](https://github.com/traefik/traefik) | 서비스가 늘어도 트래픽은 자동 분배 | 클라우드 네이티브 리버스 프록시·로드 밸런서. |
+| [prometheus/prometheus](https://github.com/prometheus/prometheus) | 시스템에 문제가 생기면 알림이 먼저 찾아온다 | 시스템 모니터링·알림 툴킷. |
+| [grafana/grafana](https://github.com/grafana/grafana) | 지표·로그·트레이스를 한 대시보드에 | 메트릭·로그·트레이스용 오픈 관측성 플랫폼. |
### 디자인 / 크리에이티브
| 프로젝트 | 표의 한 줄 | 전체 설명 |
|---|---|---|
-| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | 손으로 그린 듯한 가상 화이트보드 | 손그림 풍 다이어그램용 가상 화이트보드. |
-| [penpot/penpot](https://github.com/penpot/penpot) | 팀을 위한 오픈 소스 디자인·프로토타입 | 제품 팀을 위한 오픈소스 디자인·프로토타입 플랫폼. |
-| [jgraph/drawio](https://github.com/jgraph/drawio) | 다이어그램·화이트보드 앱 | 다이어그램·화이트보드 앱. diagrams.net의 코어. |
-| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | After Effects 애니메이션을 iOS에서 | Lottie로 After Effects 애니메이션을 iOS에 그리는 라이브러리. |
-| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | After Effects 애니메이션을 웹에서 | Lottie로 웹에 After Effects 애니메이션을 네이티브 렌더. |
-| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | 가장 인기 있는 Tailwind 컴포넌트 라이브러리 | Tailwind CSS용 인기 컴포넌트 라이브러리. |
-| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | 커뮤니티가 만든 일관된 아이콘 | 커뮤니티가 만든 아름답고 일관된 아이콘 키트. |
-| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 유연하게 쓰는 아이콘 패밀리 | UI·도식·프레젠테이션용 유연한 아이콘 패밀리. |
+| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | 열자마자 그린다, 종이에 낙서하듯 | 손그림 풍 다이어그램용 가상 화이트보드. |
+| [penpot/penpot](https://github.com/penpot/penpot) | 팀의 디자인·프로토타입, 오픈 소스로 | 제품 팀을 위한 오픈소스 디자인·프로토타입 플랫폼. |
+| [jgraph/drawio](https://github.com/jgraph/drawio) | 순서도와 다이어그램, 끌어서 완성 | 다이어그램·화이트보드 앱. diagrams.net의 코어. |
+| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | After Effects 애니메이션을 그대로 iOS에 | Lottie로 After Effects 애니메이션을 iOS에 그리는 라이브러리. |
+| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | After Effects 애니메이션을 그대로 웹에 | Lottie로 웹에 After Effects 애니메이션을 네이티브 렌더. |
+| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | Tailwind에도 골라 쓸 컴포넌트가 준비돼 있다 | Tailwind CSS용 인기 컴포넌트 라이브러리. |
+| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | 스타일이 통일된 아이콘 세트, 바로 쓴다 | 커뮤니티가 만든 아름답고 일관된 아이콘 키트. |
+| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 화면·도식·발표 자료까지 아이콘 한 세트 | UI·도식·프레젠테이션용 유연한 아이콘 패밀리. |
### 데이터
| 프로젝트 | 표의 한 줄 | 전체 설명 |
|---|---|---|
-| [duckdb/duckdb](https://github.com/duckdb/duckdb) | 앱 안에서 도는 SQL 분석 데이터베이스 | 프로세스 내 SQL OLAP 데이터베이스. |
-| [pola-rs/polars](https://github.com/pola-rs/polars) | 초고속 DataFrame 라이브러리 | Rust·Python용 초고속 DataFrame 라이브러리. |
-| [apache/arrow](https://github.com/apache/arrow) | 언어를 넘나드는 인메모리 분석 플랫폼 | 인메모리 분석용 언어 간 플랫폼. |
-| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | 소프트웨어 엔지니어링 방식으로 데이터 변환 | 웨어하우스 데이터를 소프트웨어 공학 방식으로 변환. |
-| [apache/superset](https://github.com/apache/superset) | 현대적인 데이터 탐색·시각화 플랫폼 | 현대적 데이터 탐색·시각화 플랫폼. |
-| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | 오픈 소스 실시간 분석용 컬럼 DB | 실시간 분석용 오픈소스 컬럼형 DB. |
-| [apache/kafka](https://github.com/apache/kafka) | 분산 이벤트 스트리밍 플랫폼 | 분산 이벤트 스트리밍 플랫폼. |
-| [jupyter/notebook](https://github.com/jupyter/notebook) | 대화형 노트북으로 문서 작성·공유 | 문서를 만들고 공유하는 Jupyter 인터랙티브 노트북. |
+| [duckdb/duckdb](https://github.com/duckdb/duckdb) | DB 서버 없이도 SQL 분석을 돌린다 | 프로세스 내 SQL OLAP 데이터베이스. |
+| [pola-rs/polars](https://github.com/pola-rs/polars) | 표 데이터 처리가 빨라 기다릴 일 없다 | Rust·Python용 초고속 DataFrame 라이브러리. |
+| [apache/arrow](https://github.com/apache/arrow) | 언어가 달라도 데이터가 그대로 통한다 | 인메모리 분석용 언어 간 플랫폼. |
+| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | 데이터 웨어하우스 SQL도 버전 관리와 테스트를 | 웨어하우스 데이터를 소프트웨어 공학 방식으로 변환. |
+| [apache/superset](https://github.com/apache/superset) | 데이터가 안 읽히면 차트로 만들면 보인다 | 현대적 데이터 탐색·시각화 플랫폼. |
+| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | 대용량 데이터 실시간 분석, 오픈 소스로 | 실시간 분석용 오픈소스 컬럼형 DB. |
+| [apache/kafka](https://github.com/apache/kafka) | 시스템 사이의 메시지를 믿음직하게 받아낸다 | 분산 이벤트 스트리밍 플랫폼. |
+| [jupyter/notebook](https://github.com/jupyter/notebook) | 코드·결과·설명을 한 페이지에 | 문서를 만들고 공유하는 Jupyter 인터랙티브 노트북. |
## 현재 순위에 오른 새 저장소
| 프로젝트 | 표의 한 줄 | 전체 설명 |
|---|---|---|
-| [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner) | 중국산 안드로이드 폰의 광고·푸시 끄기 | 중국산 안드로이드 스마트폰 시스템의 광고, 인기 검색어, 뉴스 추천, 마케팅 푸시를 꺼 준다. root 없이 쓸 수 있고 원래대로 되돌릴 수 있으며, AI 에이전트가 한 번에 실행할 수 있다. |
-| [wangzan101/Mika](https://github.com/wangzan101/Mika) | 내 폰에서 대신 일해 주는 개인 AI 비서 | Mika — 내 휴대폰 속 개인 AI 비서. 앱을 조작하고 인터넷을 쓰며 일을 처리해 준다. Android 기기 안에서 실행되는 AI 에이전트가 앱과 웹을 대신 조작해 일을 끝낸다. |
-| [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research) | 구소련 지역 가계 조사를 돕는 AI | AI 에이전트(Codex, Claude Code)를 위한 증거 우선 족보 조사 스킬: 구소련 전역의 교회 기록부, 민사, 군사, 강제 이주, 탄압 기록… |
-| [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go) | DeepSeek Harness를 주머니 속에 | dsh-go — DeepSeek Harness를 주머니 속에: 휴대폰 안에서 직접 실행되고, 내 컴퓨터도 원격으로 제어할 수 있다. |
-| [qybaihe/bla](https://github.com/qybaihe/bla) | AI 리버스 엔지니어링으로부터 코드 보호 | 🛡️ BLA(Blind LLM Agents) — 바이너리, Electron 앱, JS 번들, Python, WebAssembly를 AI 리버스 엔지니어링으로부터 보호하는 적대적 방어 실드… |
-| [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge) | 하나의 페르소나를 여러 코딩 에이전트에 | 하나의 페르소나로 여러 코딩 에이전트에 적용. codex, claude, opencode, grok, omp, hermes, pi, zcode의 시스템 프롬프트를 교체하거나 주입할 수 있으며 로컬 웹 콘솔을 제공한다. |
-| [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android) | 루팅 없이 안드로이드에서 DeepSeek Harness | root도 Termux도 필요 없이, APK 하나로 Android 폰에서 DeepSeek Harness를 실행한다. 엔진이 앱 프로세스에 내장 · 화면을 읽어 앱 조작 · 시스템 설정 변경 · 예약/조건부 자동화 · Shizuku는 선택 사항 |
-| [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan) | 코드베이스 구조를 한눈에 보는 지도 | 앱이 실제로 어떻게 맞물려 있는지 보여 준다. Claude나 Codex가 그려 주는, 쉬운 영어로 설명된 대화형 코드베이스 지도. |
+| [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner) | 중국산 안드로이드 폰의 광고를 끄고 되돌릴 수도 | 중국산 안드로이드 스마트폰 시스템의 광고, 인기 검색어, 뉴스 추천, 마케팅 푸시를 꺼 준다. root 없이 쓸 수 있고 원래대로 되돌릴 수 있으며, AI 에이전트가 한 번에 실행할 수 있다. |
+| [wangzan101/Mika](https://github.com/wangzan101/Mika) | 폰 속 AI 비서가 앱 조작을 대신한다 | Mika — 내 휴대폰 속 개인 AI 비서. 앱을 조작하고 인터넷을 쓰며 일을 처리해 준다. Android 기기 안에서 실행되는 AI 에이전트가 앱과 웹을 대신 조작해 일을 끝낸다. |
+| [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research) | 구소련 지역 족보 찾기, 기록 뒤지기는 AI에게 | AI 에이전트(Codex, Claude Code)를 위한 증거 우선 족보 조사 스킬: 구소련 전역의 교회 기록부, 민사, 군사, 강제 이주, 탄압 기록… |
+| [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go) | DeepSeek Harness를 폰에서, PC 원격 제어도 | dsh-go — DeepSeek Harness를 주머니 속에: 휴대폰 안에서 직접 실행되고, 내 컴퓨터도 원격으로 제어할 수 있다. |
+| [qybaihe/bla](https://github.com/qybaihe/bla) | AI의 리버스 엔지니어링으로부터 프로그램을 지킨다 | 🛡️ BLA(Blind LLM Agents) — 바이너리, Electron 앱, JS 번들, Python, WebAssembly를 AI 리버스 엔지니어링으로부터 보호하는 적대적 방어 실드… |
+| [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge) | 페르소나 하나를 모든 코딩 에이전트에 | 하나의 페르소나로 여러 코딩 에이전트에 적용. codex, claude, opencode, grok, omp, hermes, pi, zcode의 시스템 프롬프트를 교체하거나 주입할 수 있으며 로컬 웹 콘솔을 제공한다. |
+| [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android) | 루팅 없이 폰에서 DeepSeek Harness 실행 | root도 Termux도 필요 없이, APK 하나로 Android 폰에서 DeepSeek Harness를 실행한다. 엔진이 앱 프로세스에 내장 · 화면을 읽어 앱 조작 · 시스템 설정 변경 · 예약/조건부 자동화 · Shizuku는 선택 사항 |
+| [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan) | 앱이 어떻게 맞물리는지 이 지도로 본다 | 앱이 실제로 어떻게 맞물려 있는지 보여 준다. Claude나 Codex가 그려 주는, 쉬운 영어로 설명된 대화형 코드베이스 지도. |
| [patch-gg/anymove](https://github.com/patch-gg/anymove) | AI 영상 하나로 어떤 생물이든 모션 캡처 | AI 영상 하나로 모든 생물의 모션 캡처: 한 화면에 카메라 두 대, DINOv2 관절 인식, 두 시점 모두에 리그를 맞추고 GLB로 출력. |
-| [daveebbelaar/bama](https://github.com/daveebbelaar/bama) | 에이전트 스킬로 원하는 Mac 앱을 만든다 | BAMA: Build Any Mac App(어떤 Mac 앱이든 만든다). Swift와 SwiftUI로 네이티브 macOS 앱을 조사, 복제, 설계, 빌드, 최적화, 테스트하는 에이전트 스킬. |
-| [shipwords-dev/shipwords](https://github.com/shipwords-dev/shipwords) | 새 키워드마다 돈 되는 AI 사이트 하나 | 새 키워드마다 돈 되는 AI 사이트를 하나씩 배포. 인증, 크레딧, 결제, AI 생성을 갖춘 Cloudflare 네이티브 스타터. / 신조어 사이트군 프레임워크: 키워드 하나에 사이트 하나, 오후 한나절이면 오픈. 반응이 오면 계속 개선하고, 반응이 없으면… |
-| [jmanico/grim-prompter](https://github.com/jmanico/grim-prompter) | AI 에이전트가 저장소 위협 모델을 작성 | AI 코딩 에이전트를 위한 위협 모델링: Claude Code, Codex 등 어떤 에이전트든 저장소에 연결하면 근거를 추적할 수 있는 위협 모델을 만들어 준다. 아키텍처 36종, 기법 29종, … |
+| [daveebbelaar/bama](https://github.com/daveebbelaar/bama) | Mac 앱 만들기를 에이전트 스킬이 돕는다 | BAMA: Build Any Mac App(어떤 Mac 앱이든 만든다). Swift와 SwiftUI로 네이티브 macOS 앱을 조사, 복제, 설계, 빌드, 최적화, 테스트하는 에이전트 스킬. |
+| [shipwords-dev/shipwords](https://github.com/shipwords-dev/shipwords) | 새 키워드를 잡으면 한나절에 AI 사이트 오픈 | 새 키워드마다 돈 되는 AI 사이트를 하나씩 배포. 인증, 크레딧, 결제, AI 생성을 갖춘 Cloudflare 네이티브 스타터. / 신조어 사이트군 프레임워크: 키워드 하나에 사이트 하나, 오후 한나절이면 오픈. 반응이 오면 계속 개선하고, 반응이 없으면… |
+| [jmanico/grim-prompter](https://github.com/jmanico/grim-prompter) | 저장소의 위협을 AI가 정리해 준다 | AI 코딩 에이전트를 위한 위협 모델링: Claude Code, Codex 등 어떤 에이전트든 저장소에 연결하면 근거를 추적할 수 있는 위협 모델을 만들어 준다. 아키텍처 36종, 기법 29종, … |
| [andyhuo520/vibe-knowledge](https://github.com/andyhuo520/vibe-knowledge) | 지식 하나를 출처 있는 짧은 영상으로 | Vibe 지식 대상: 지식 포인트 하나 → 내레이션이 있고 모든 문장에 출처가 달린 고품질 지식 쇼츠 영상 한 편(Claude Code skill · 스타일 44종 · 코드로 프레임 단위 제작) |
-| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | AI가 공격 표면을 지속 점검하고 취약점 검증 | AI 우선 외부 공격 표면 평가: 지속적인 탐색, 증거 기반 취약점 검증, 개발자 에이전트용 MCP 연동을 제공한다. |
-| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | 시각적으로 만드는 자율 에이전트 워크플로 | 시각적 워크플로와 자율 에이전트를 위한 에이전틱 AI 플랫폼. Docker로 내 컴퓨터나 서버에서 실행할 수 있다. |
-| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | 영상을 한 장의 스토리보드 이미지로 | DeepSeek Harness용 장면 인식 스토리보드: 번호가 매겨진 9~16개 칸을 타임스탬프, 대본, 오디오 엔벨로프와 함께 이미지 한 장(384 토큰)에 담는다. 도구 두 개… |
-| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 키 하나로 여러 모델, 무검열 버전 포함 | 검열 없는 AI API와 모델 — 키 하나로 Claude, GPT, Gemini, Grok, DeepSeek, GLM, Qwen을 쓸 수 있고, 제공되는 경우 무검열·abliterated 변형도 선택할 수 있다. OpenAI-… |
-| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | 루팅 없이 폰에서 AstrBot·NapCat 실행 | Android 폰에서 AstrBot과 NapCat을 로컬로 배포하고 관리한다. PRoot Ubuntu 실행 환경을 내장했고, 네이티브 관리 화면, WebUI, 로그, 백업·복원, 독립 업데이트를 지원한다. root 불필요. |
-| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | 처음부터 GPT-2를 직접 만들며 배우는 LLM | 사전 지식 없이 시작하는 대규모 언어 모델(LLM) 입문 튜토리얼: GPT-2를 처음부터 직접 짜면서 LLM이 어떻게 동작하는지 한 줄씩 이해한다 / PyTorch로 GPT-2를 처음부터 단계별로 구축 |
-| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | 어떤 AI든 내 바이낸스 AI 지갑으로 거래 | 어떤 AI든 내 Binance AI 지갑으로 거래할 수 있다: 즉시 매수·매도, Agent 전용 런치패드(Four, Flap, GANG) 스나이핑, AI 전용 Mint, 로컬 거래 페이지. 서명은 Binance가 처리하며 개인 키는 건드리지 않는다. 무료 오픈 소스 MIT · 제작자: Jacke_pp · 연락: X @Jacke_pp(DM) |
-| [heydeer/pngdeer](https://github.com/heydeer/pngdeer) | 화질은 그대로, PNG는 더 작게 | 화질은 그대로, 용량은 더 작게. 화질을 자동으로 정해 PNG를 PNG 또는 WebP로 압축한다. 같은 화질 기준으로 중앙값 이미지에서 PNG 출력이 TinyPNG보다 8~12% 작다… |
-| [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo) | 사람과 에이전트가 함께 쓰는 셀프 호스팅 칸반 | 사람과 에이전트가 함께 쓰는 셀프 호스팅 칸반. 4MB짜리 바이너리 하나로, 2ms 만에 시작되고 별도 설정이 필요 없다. |
-| [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence) | 에이전트를 함수로, 아이디어를 프로그램으로 | 에이전트를 함수처럼 다뤄 아이디어를 프로그램으로 만든다. 에이전트 네이티브 함수형 언어로, CLI, 웹 IDE, 목표 기반 봇, 실시간 UI를 갖췄다. 소스 공개(source-available), AI 학습 용도 사용 금지. |
-| [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates) | 개발 규범마다 추천 도구 하나만 | 소프트웨어 개발 표준을 지키기 위한 도구를 뚜렷한 기준으로 엄선한 목록. 작업마다 추천 도구는 하나이며, 한계도 함께 적어 두었다. |
-| [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night) | 보안 테스트용 로컬 브라우저 핑거프린트 로테이션 | 로컬에서만 동작하는 브라우저 핑거프린트·신원 교체 툴킷으로, 허가받은 보안 테스트용이다. Tor/obfs4, 일관된 프로필, WebRTC/DNS 유출 방지를 지원한다. |
+| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | 밖에서 보이는 약점을 AI가 찾아 근거로 확인 | AI 우선 외부 공격 표면 평가: 지속적인 탐색, 증거 기반 취약점 검증, 개발자 에이전트용 MCP 연동을 제공한다. |
+| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | AI 워크플로를 그려서 내 환경에서 실행 | 시각적 워크플로와 자율 에이전트를 위한 에이전틱 AI 플랫폼. Docker로 내 컴퓨터나 서버에서 실행할 수 있다. |
+| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | 영상 전체를 스토리보드 한 장으로 | DeepSeek Harness용 장면 인식 스토리보드: 번호가 매겨진 9~16개 칸을 타임스탬프, 대본, 오디오 엔벨로프와 함께 이미지 한 장(384 토큰)에 담는다. 도구 두 개… |
+| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 키 하나로 여러 AI 모델 사용 | 검열 없는 AI API와 모델 — 키 하나로 Claude, GPT, Gemini, Grok, DeepSeek, GLM, Qwen을 쓸 수 있고, 제공되는 경우 무검열·abliterated 변형도 선택할 수 있다. OpenAI-… |
+| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | 폰에서 AstrBot·NapCat, 루팅 없이 | Android 폰에서 AstrBot과 NapCat을 로컬로 배포하고 관리한다. PRoot Ubuntu 실행 환경을 내장했고, 네이티브 관리 화면, WebUI, 로그, 백업·복원, 독립 업데이트를 지원한다. root 불필요. |
+| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | LLM이 낯설다면 GPT-2를 직접 만들며 이해 | 사전 지식 없이 시작하는 대규모 언어 모델(LLM) 입문 튜토리얼: GPT-2를 처음부터 직접 짜면서 LLM이 어떻게 동작하는지 한 줄씩 이해한다 / PyTorch로 GPT-2를 처음부터 단계별로 구축 |
+| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | AI가 내 바이낸스 AI 지갑으로 거래하게 한다 | 어떤 AI든 내 Binance AI 지갑으로 거래할 수 있다: 즉시 매수·매도, Agent 전용 런치패드(Four, Flap, GANG) 스나이핑, AI 전용 Mint, 로컬 거래 페이지. 서명은 Binance가 처리하며 개인 키는 건드리지 않는다. 무료 오픈 소스 MIT · 제작자: Jacke_pp · 연락: X @Jacke_pp(DM) |
+| [heydeer/pngdeer](https://github.com/heydeer/pngdeer) | PNG는 작게, 화질은 그대로 | 화질은 그대로, 용량은 더 작게. 화질을 자동으로 정해 PNG를 PNG 또는 WebP로 압축한다. 같은 화질 기준으로 중앙값 이미지에서 PNG 출력이 TinyPNG보다 8~12% 작다… |
+| [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo) | 사람과 에이전트가 함께 쓰고 바로 켜지는 칸반 | 사람과 에이전트가 함께 쓰는 셀프 호스팅 칸반. 4MB짜리 바이너리 하나로, 2ms 만에 시작되고 별도 설정이 필요 없다. |
+| [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence) | 아이디어를 프로그램으로, 에이전트는 함수처럼 | 에이전트를 함수처럼 다뤄 아이디어를 프로그램으로 만든다. 에이전트 네이티브 함수형 언어로, CLI, 웹 IDE, 목표 기반 봇, 실시간 UI를 갖췄다. 소스 공개(source-available), AI 학습 용도 사용 금지. |
+| [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates) | 개발 규범마다 추천 도구는 하나만 | 소프트웨어 개발 표준을 지키기 위한 도구를 뚜렷한 기준으로 엄선한 목록. 작업마다 추천 도구는 하나이며, 한계도 함께 적어 두었다. |
+| [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night) | 승인된 보안 테스트용 지문 로테이션 | 로컬에서만 동작하는 브라우저 핑거프린트·신원 교체 툴킷으로, 허가받은 보안 테스트용이다. Tor/obfs4, 일관된 프로필, WebRTC/DNS 유출 방지를 지원한다. |
| [UniteCuttlefishBolt/Canva-Pro](https://github.com/UniteCuttlefishBolt/Canva-Pro) | Canva Pro 2026 전체 기능 잠금 해제 설치 파일 | Canva Pro 2026: 모든 기능이 잠금 해제된 상태로 바로 실행할 수 있는 완전한 독립 설치본. |
| [CaretakerPlain/Whale-Tracker](https://github.com/CaretakerPlain/Whale-Tracker) | Whale Tracker 2026 사전 활성화 데스크톱판 | Whale Tracker 2026: 사전 활성화된 데스크톱 버전으로, 모든 기능을 바로 쓸 수 있다. |
| [ScorpionHub17/KMS-Pico](https://github.com/ScorpionHub17/KMS-Pico) | Kms Pico Free 2026 사전 활성화 데스크톱판 | Kms Pico Free 2026 완전한 독립 설치본. 사전 활성화된 데스크톱 버전으로, 바로 실행할 수 있고 설치가 매끄럽다. |
@@ -157,13 +157,13 @@
| [SoapmakerShout44/Cinema-4d](https://github.com/SoapmakerShout44/Cinema-4d) | Cinema 4D 유틸리티 독립 설치 패키지 | 전문가용 Cinema 4D 유틸리티 구성. 완전한 독립 설치 세트로 2026년의 작업 흐름을 효율적으로 만들어 준다. |
| [twilightstonerestore/Glary-Utilities-Pro](https://github.com/twilightstonerestore/Glary-Utilities-Pro) | Glary Utilities Pro 2026 도구 활성화 설치 파일 | Glary Utilities Pro 2026: 모든 도구가 활성화된, 바로 쓸 수 있는 완전한 설치 프로그램. 데스크톱에서 즉시 사용할 수 있다. |
| [ViceFencerManacle/Camtasia](https://github.com/ViceFencerManacle/Camtasia) | Camtasia 2026 전체 설치 파일 | Camtasia 2026 바로 쓸 수 있는 완전한 설치 프로그램. 모든 기능을 갖췄고 데스크톱에서 바로 실행할 수 있다. |
-| [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one) | 무료 OSINT, 3,100개 이상 사이트에서 인물 검색 | Watson — Windows용 무료 OSINT 도구: 닉네임, 이메일, 전화번호, 웹사이트로 3,100개 이상의 공개 사이트에서 사람을 검색한다. 오픈소스 인텔리전스를 쉽게: digi… |
-| [thomasunise/argus](https://github.com/thomasunise/argus) | 오픈 소스 에이전틱 보안 운영 플랫폼 | 오픈 소스 에이전틱 보안 운영 플랫폼: |
-| [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas) | 삽화로 배우는 IELTS 어휘 7,298개 | 词光 · Word Atlas — 삽화가 곁들여진 IELTS 어휘 7,298개. 영국식·미국식 발음과 FSRS 복습을 지원한다. 오픈 소스 앱 + CC BY 4.0 데이터셋. |
-| [D3voz/openjutsu](https://github.com/D3voz/openjutsu) | 영상 속 캐릭터를 원클릭으로 교체 | 영상 속 캐릭터를 한 번에 교체: ComfyUI와 MiniMax H3 위에 만든, 오픈 소스 로컬 Higgsfield Genjutsu 대안. FLUX.3 Klein으로 조명도 다시 입힌다. |
-| [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes) | 녹음을 변환·분류·검색하는 워크벤치 | OpenMinutes · 녹음기 워크벤치: MemoTalk S1 녹음을 가져오기 · 전사 · AI 분류 · 검색과 복기(Floatboat Workbench의 오픈 소스 구현) |
-| [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion) | 주역 64괘 애니메이션, 전부 코드로 | 《주역》 64괘 구조 애니메이션 · 코드만으로 만든 《주역》 64괘 모션 그래픽(Remotion + React) |
-| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | 맥도날드 실시간 메뉴·영양으로 조합 추천 | M餐搭子(M 밀메이트): 맥도날드 MCP의 실시간 메뉴와 영양 데이터를 바탕으로 식단 조합을 짜 주는 Skill｜온라인 데모 공개 |
-| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | 내 Kubernetes에서 돌리는 셀프 호스팅 PaaS | 내 Kubernetes 위에서 돌리는 셀프 호스팅 PaaS. |
-| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | 엔드투엔드 DevOps TaskFlow API | 엔드투엔드 DevOps TaskFlow API — FastAPI, PostgreSQL, SQLAlchemy, Alembic, Docker Compose, Pytest, GitHub Actions CI, Kubernetes, prometheus, Grafana, helm, k9s, … |
-| [hugues31/duckpad](https://github.com/hugues31/duckpad) | 오픈 소스 커뮤니티를 위한 데이터 변환 도구 | 오픈 소스 커뮤니티가 누려야 할 데이터 변환 도구. |
+| [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one) | 닉네임·메일·전화로 3,100개 이상 사이트 검색 | Watson — Windows용 무료 OSINT 도구: 닉네임, 이메일, 전화번호, 웹사이트로 3,100개 이상의 공개 사이트에서 사람을 검색한다. 오픈소스 인텔리전스를 쉽게: digi… |
+| [thomasunise/argus](https://github.com/thomasunise/argus) | 에이전트가 돌리는 오픈 소스 보안 운영 | 오픈 소스 에이전틱 보안 운영 플랫폼: |
+| [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas) | IELTS 어휘를 그림과 발음으로, 7,298개 | 词光 · Word Atlas — 삽화가 곁들여진 IELTS 어휘 7,298개. 영국식·미국식 발음과 FSRS 복습을 지원한다. 오픈 소스 앱 + CC BY 4.0 데이터셋. |
+| [D3voz/openjutsu](https://github.com/D3voz/openjutsu) | 영상 속 캐릭터 교체, 내 컴퓨터에서 원클릭 | 영상 속 캐릭터를 한 번에 교체: ComfyUI와 MiniMax H3 위에 만든, 오픈 소스 로컬 Higgsfield Genjutsu 대안. FLUX.3 Klein으로 조명도 다시 입힌다. |
+| [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes) | 녹음기의 녹음을 검색되는 글로 | OpenMinutes · 녹음기 워크벤치: MemoTalk S1 녹음을 가져오기 · 전사 · AI 분류 · 검색과 복기(Floatboat Workbench의 오픈 소스 구현) |
+| [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion) | 주역 64괘를 애니메이션으로, 전부 코드로 | 《주역》 64괘 구조 애니메이션 · 코드만으로 만든 《주역》 64괘 모션 그래픽(Remotion + React) |
+| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | 맥도날드 조합을 실시간 메뉴·영양으로 추천 | M餐搭子(M 밀메이트): 맥도날드 MCP의 실시간 메뉴와 영양 데이터를 바탕으로 식단 조합을 짜 주는 Skill｜온라인 데모 공개 |
+| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | 내 Kubernetes 위에 나만의 PaaS를 | 내 Kubernetes 위에서 돌리는 셀프 호스팅 PaaS. |
+| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | 처음부터 끝까지 갖춘 DevOps API | 엔드투엔드 DevOps TaskFlow API — FastAPI, PostgreSQL, SQLAlchemy, Alembic, Docker Compose, Pytest, GitHub Actions CI, Kubernetes, prometheus, Grafana, helm, k9s, … |
+| [hugues31/duckpad](https://github.com/hugues31/duckpad) | 데이터 변환, 오픈 소스 커뮤니티의 도구로 | 오픈 소스 커뮤니티가 누려야 할 데이터 변환 도구. |
diff --git a/docs/DETAILS.md b/docs/DETAILS.md
index 7c4c526..09e6edb 100644
--- a/docs/DETAILS.md
+++ b/docs/DETAILS.md
@@ -12,136 +12,136 @@ The ranking tables show one short line per project. This page keeps the full des
| Project | In the table | Full description |
|---|---|---|
-| [morluto/rea](https://github.com/morluto/rea) | Let AI reverse-engineer and clone any software | Reverse engineers stare at assembly for days; this lets AI just tell you what a program does. Hooks into Ghidra so an unreadable binary gets explained in one sentence. |
-| [anomalyco/opencode](https://github.com/anomalyco/opencode) | Free open-source AI coding in your terminal | Write code with AI right in your terminal, no browser tab needed. Supports many models, rivals Claude Code and Codex, free and open source. |
-| [stablyai/orca](https://github.com/stablyai/orca) | Run many AI coding agents side by side | Run several AI coding agents on one desktop and compare who writes better. Each agent gets its own workspace, so they never step on each other. |
-| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | One AI audits the code, a second AI challenges it | Have AI audit its own code for vulnerabilities, then call in a second AI to challenge the findings. Built for the insecure code coding agents tend to write. |
-| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | Write video like a web page, let AI render it | Write video the way you write a web page and let AI render it. Coding agents can use it too, no editing software to learn. |
-| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | Stops AI from padding its code | A cure for AI padding its code with filler. Teaches it to act like a lazy veteran: skip what you can, get right what you must write. |
-| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | Turn a codebase into a map AI can read | Turns a whole codebase into a map so AI sees at a glance which files call which. Big projects no longer need reading top to bottom. |
-| [openclaw/openclaw](https://github.com/openclaw/openclaw) | An AI that gets work done, on your own machine | Not a chatbot, an AI that actually gets work done. Runs across systems, deploys locally, and your data never leaves your computer. |
-| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | DeepSeek's open-source agent kit, built from plugins | DeepSeek's open-source agent harness (`dsh`). Everything is a plugin, so you assemble the agent you want. Developer preview: expect breaking changes. |
-| [affaan-m/ECC](https://github.com/affaan-m/ECC) | Performance tune-up kit for coding agents | A performance-tuning kit for agent harnesses: skills, learned instincts, memory, security checks and research-first development for Claude Code, Codex, OpenCode, Cursor and more. |
-| [yetone/magpie](https://github.com/yetone/magpie) | Use any model in any coding agent | One menu-bar app and local gateway that lets any coding agent use any model: Claude Code on Kimi, Codex on DeepSeek. When one quota runs out it moves to your next account. |
-| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | Give your AI agent eyes on the whole internet | Gives your AI agent eyes on the whole internet. One command-line tool to read and search Twitter, Reddit, YouTube, GitHub, Bilibili and XiaoHongShu, with zero API fees. |
-| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | Give coding agents good design taste | Agent skills that give coding agents taste: art direction, real reference images and a browser check, so they stop producing the generic average AI landing page. |
-| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | Make AI-built UIs look professional | An AI skill that brings design intelligence to coding agents, so the UI/UX they build looks professional across multiple platforms and frameworks. |
-| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | One free gateway to hundreds of AI models | A free MIT-licensed AI gateway: one endpoint for hundreds of providers and models, with quota-aware automatic fallback. Works with Claude Code, Codex, Cursor, OpenCode, Cline and Copilot. |
-| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | Run a team of AI agents like a company | Open-source app for running a team of AI agents like a company: assign goals, set budgets, and track work and costs from one dashboard. If OpenClaw is an employee, Paperclip is the company. |
-| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | Switch AI coding tools' API providers in one click | Desktop all-in-one manager for Claude Code, Codex, Gemini CLI, OpenCode, OpenClaw and more: switch API providers in one click and manage MCP, Skills and Prompts without hand-editing config files. |
-| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | A self-improving AI agent that learns skills | A self-improving AI agent from Nous Research with a built-in learning loop: it builds skills from experience, improves them as it works, and reaches you on Telegram, Discord, Slack and more. |
-| [NVIDIA/SkillSpector](https://github.com/NVIDIA/SkillSpector) | Scan AI agent skills for risks before you install | NVIDIA's security scanner for AI agent skills: checks vulnerabilities, prompt injection, data exfiltration and supply-chain risks in Claude Code, Codex and MCP skills before you install them. |
-| [addyosmani/agent-skills](https://github.com/addyosmani/agent-skills) | Senior-engineer habits for your coding agent | Production-grade engineering skills for AI coding agents: the workflows and quality gates senior engineers use, from spec to ship, packaged so agents follow them every time. |
-| [thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) | Gives AI agents memory across sessions | Gives agents memory across sessions: it records what your agent does, compresses it with AI and feeds the relevant parts back into later sessions. Works with Claude Code, Codex, Gemini, OpenCode and more. |
-| [anthropics/skills](https://github.com/anthropics/skills) | Anthropic's public Agent Skills examples | Anthropic's public repository of Agent Skills: folders of instructions, scripts and resources that Claude loads on demand, from creative work to testing web apps. Examples and inspiration for your own skills. |
+| [morluto/rea](https://github.com/morluto/rea) | Can't read a program? Let AI explain it to you | Reverse engineers stare at assembly for days; this lets AI just tell you what a program does. Hooks into Ghidra so an unreadable binary gets explained in one sentence. |
+| [anomalyco/opencode](https://github.com/anomalyco/opencode) | AI writes your code right in the terminal, no browser | Write code with AI right in your terminal, no browser tab needed. Supports many models, rivals Claude Code and Codex, free and open source. |
+| [stablyai/orca](https://github.com/stablyai/orca) | Several AIs write at once, see which one works best | Run several AI coding agents on one desktop and compare who writes better. Each agent gets its own workspace, so they never step on each other. |
+| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | After AI writes the code, a second AI picks it apart | Have AI audit its own code for vulnerabilities, then call in a second AI to challenge the findings. Built for the insecure code coding agents tend to write. |
+| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | Can't edit video? Write it like a web page | Write video the way you write a web page and let AI render it. Coding agents can use it too, no editing software to learn. |
+| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | Less filler code from AI, the needed code done right | A cure for AI padding its code with filler. Teaches it to act like a lazy veteran: skip what you can, get right what you must write. |
+| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | Too big to read? Start with this map of the code | Turns a whole codebase into a map so AI sees at a glance which files call which. Big projects no longer need reading top to bottom. |
+| [openclaw/openclaw](https://github.com/openclaw/openclaw) | An AI that finishes the job, data stays on your machine | Not a chatbot, an AI that actually gets work done. Runs across systems, deploys locally, and your data never leaves your computer. |
+| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | Pick plugins and build the agent you want | DeepSeek's open-source agent harness (`dsh`). Everything is a plugin, so you assemble the agent you want. Developer preview: expect breaking changes. |
+| [affaan-m/ECC](https://github.com/affaan-m/ECC) | Give your coding AI memory, skills and safety checks | A performance-tuning kit for agent harnesses: skills, learned instincts, memory, security checks and research-first development for Claude Code, Codex, OpenCode, Cursor and more. |
+| [yetone/magpie](https://github.com/yetone/magpie) | Swap models in your coding AI; quota runs out, it carries on | One menu-bar app and local gateway that lets any coding agent use any model: Claude Code on Kimi, Codex on DeepSeek. When one quota runs out it moves to your next account. |
+| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | Twitter, YouTube, Xiaohongshu: let AI search them for you | Gives your AI agent eyes on the whole internet. One command-line tool to read and search Twitter, Reddit, YouTube, GitHub, Bilibili and XiaoHongShu, with zero API fees. |
+| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | Stop AI from making every page look the same | Agent skills that give coding agents taste: art direction, real reference images and a browser check, so they stop producing the generic average AI landing page. |
+| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | UIs built by AI that look professionally designed | An AI skill that brings design intelligence to coding agents, so the UI/UX they build looks professional across multiple platforms and frameworks. |
+| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | One entry to hundreds of models, quota switches itself | A free MIT-licensed AI gateway: one endpoint for hundreds of providers and models, with quota-aware automatic fallback. Works with Claude Code, Codex, Cursor, OpenCode, Cline and Copilot. |
+| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | Many AIs at work, tasks and costs on one screen | Open-source app for running a team of AI agents like a company: assign goals, set budgets, and track work and costs from one dashboard. If OpenClaw is an employee, Paperclip is the company. |
+| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | Switch providers in one click, no config editing | Desktop all-in-one manager for Claude Code, Codex, Gemini CLI, OpenCode, OpenClaw and more: switch API providers in one click and manage MCP, Skills and Prompts without hand-editing config files. |
+| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | An AI helper that gets better the more you use it | A self-improving AI agent from Nous Research with a built-in learning loop: it builds skills from experience, improves them as it works, and reaches you on Telegram, Discord, Slack and more. |
+| [NVIDIA/SkillSpector](https://github.com/NVIDIA/SkillSpector) | Check for traps before you install an AI skill | NVIDIA's security scanner for AI agent skills: checks vulnerabilities, prompt injection, data exfiltration and supply-chain risks in Claude Code, Codex and MCP skills before you install them. |
+| [addyosmani/agent-skills](https://github.com/addyosmani/agent-skills) | Teach AI the working rules of veteran engineers | Production-grade engineering skills for AI coding agents: the workflows and quality gates senior engineers use, from spec to ship, packaged so agents follow them every time. |
+| [thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) | AI no longer forgets where it left off | Gives agents memory across sessions: it records what your agent does, compresses it with AI and feeds the relevant parts back into later sessions. Works with Claude Code, Codex, Gemini, OpenCode and more. |
+| [anthropics/skills](https://github.com/anthropics/skills) | Learn to write Claude skills from the official examples | Anthropic's public repository of Agent Skills: folders of instructions, scripts and resources that Claude loads on demand, from creative work to testing web apps. Examples and inspiration for your own skills. |
### Developer Tools
| Project | In the table | Full description |
|---|---|---|
-| [astral-sh/uv](https://github.com/astral-sh/uv) | Blazing-fast Python package manager | Extremely fast Python package and project manager, written in Rust. |
-| [oven-sh/bun](https://github.com/oven-sh/bun) | All-in-one JavaScript runtime and toolkit | All-in-one JavaScript runtime and toolkit: runtime, bundler, test runner, package manager. |
-| [biomejs/biome](https://github.com/biomejs/biome) | Fast formatter and linter for web code | Fast formatter and linter for web projects; toolchain for JS/TS/JSON/CSS. |
-| [zed-industries/zed](https://github.com/zed-industries/zed) | A fast code editor you can share with others | High-performance, multiplayer code editor from the creators of Atom and Tree-sitter. |
-| [helix-editor/helix](https://github.com/helix-editor/helix) | Modal editor with LSP built in | Modal text editor with built-in LSP, tree-sitter and multiple selections. |
-| [jdx/mise](https://github.com/jdx/mise) | One tool for all your dev tool versions | Dev tools version manager: polyglot runtime and env management in one. |
-| [cli/cli](https://github.com/cli/cli) | GitHub in your terminal, from GitHub itself | GitHub’s official command-line tool for issues, PRs, Actions and more. |
-| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | Regex search, faster than grep | Recursively search directories for a regex pattern, faster than grep. |
+| [astral-sh/uv](https://github.com/astral-sh/uv) | Install Python packages without the wait | Extremely fast Python package and project manager, written in Rust. |
+| [oven-sh/bun](https://github.com/oven-sh/bun) | Run, bundle, test, install: one tool does it all | All-in-one JavaScript runtime and toolkit: runtime, bundler, test runner, package manager. |
+| [biomejs/biome](https://github.com/biomejs/biome) | Format and check web code with one tool | Fast formatter and linter for web projects; toolchain for JS/TS/JSON/CSS. |
+| [zed-industries/zed](https://github.com/zed-industries/zed) | Opens fast, and you can code together with others | High-performance, multiplayer code editor from the creators of Atom and Tree-sitter. |
+| [helix-editor/helix](https://github.com/helix-editor/helix) | No pile of plugins: completion and highlighting built in | Modal text editor with built-in LSP, tree-sitter and multiple selections. |
+| [jdx/mise](https://github.com/jdx/mise) | Every language version, managed by one tool | Dev tools version manager: polyglot runtime and env management in one. |
+| [cli/cli](https://github.com/cli/cli) | Handle GitHub from the command line, no browser | GitHub’s official command-line tool for issues, PRs, Actions and more. |
+| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | Search a whole folder for text, faster than grep | Recursively search directories for a regex pattern, faster than grep. |
### Security
| Project | In the table | Full description |
|---|---|---|
-| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | One scanner for containers and code repos | All-in-one security scanner for containers, filesystems, git repos and more. |
-| [anchore/grype](https://github.com/anchore/grype) | Scan container images for vulnerabilities | Vulnerability scanner for container images and filesystems. |
-| [semgrep/semgrep](https://github.com/semgrep/semgrep) | Fast code scanning to catch bugs | Fast, lightweight static analysis for many languages; find bugs and enforce guards. |
-| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | Fast vulnerability scanner driven by YAML templates | Fast vulnerability scanner powered by simple YAML-based templates. |
-| [falcosecurity/falco](https://github.com/falcosecurity/falco) | Spot suspicious activity in the cloud at runtime | Cloud-native runtime security tool to detect anomalous activity. |
-| [google/osv-scanner](https://github.com/google/osv-scanner) | Check your dependencies for known vulnerabilities | Scan your dependencies against the OSV database for known vulnerabilities. |
-| [securego/gosec](https://github.com/securego/gosec) | Find insecure patterns in your Go code | Go security checker that inspects source for common insecure patterns. |
-| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | Short, practical security best practices | OWASP cheat sheet series: concise security best practices. |
+| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | Scan containers and code repos for security issues at once | All-in-one security scanner for containers, filesystems, git repos and more. |
+| [anchore/grype](https://github.com/anchore/grype) | Check an image for vulnerabilities before it goes live | Vulnerability scanner for container images and filesystems. |
+| [semgrep/semgrep](https://github.com/semgrep/semgrep) | Catch the problems in your code before you commit | Fast, lightweight static analysis for many languages; find bugs and enforce guards. |
+| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | Write one template, scan for vulnerabilities in bulk | Fast vulnerability scanner powered by simple YAML-based templates. |
+| [falcosecurity/falco](https://github.com/falcosecurity/falco) | Know the moment something odd happens in the cloud | Cloud-native runtime security tool to detect anomalous activity. |
+| [google/osv-scanner](https://github.com/google/osv-scanner) | Are your dependencies safe? One scan tells you | Scan your dependencies against the OSV database for known vulnerabilities. |
+| [securego/gosec](https://github.com/securego/gosec) | Spot risky patterns in your Go code early | Go security checker that inspects source for common insecure patterns. |
+| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | How to do security right? These pages are enough | OWASP cheat sheet series: concise security best practices. |
### Web / Frontend
| Project | In the table | Full description |
|---|---|---|
-| [vercel/next.js](https://github.com/vercel/next.js) | The React framework for full-stack web apps | The React framework for the web: SSR, routing, and full-stack features. |
-| [facebook/react](https://github.com/facebook/react) | Build web and native UIs | Library for building web and native user interfaces. |
-| [vuejs/core](https://github.com/vuejs/core) | The progressive JavaScript framework | The progressive JavaScript framework’s core runtime and compiler. |
-| [sveltejs/svelte](https://github.com/sveltejs/svelte) | Web apps with the framework compiled away | Cybernetically enhanced web apps: compile away the framework. |
-| [withastro/astro](https://github.com/withastro/astro) | Content sites that ship less JavaScript | Web framework for content-driven sites; ship less JavaScript by default. |
-| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | Build custom designs with utility CSS classes | Utility-first CSS framework for rapidly building custom designs. |
-| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | Beautiful components you copy into your app | Beautifully designed components you copy into your apps. |
-| [tanstack/query](https://github.com/tanstack/query) | Async state management for React, Vue and more | Powerful async state management for TS/JS, React, Vue, Solid and more. |
+| [vercel/next.js](https://github.com/vercel/next.js) | Build a whole site with React, front to back | The React framework for the web: SSR, routing, and full-stack features. |
+| [facebook/react](https://github.com/facebook/react) | Web and app screens, built the same way | Library for building web and native user interfaces. |
+| [vuejs/core](https://github.com/vuejs/core) | Start with one small page, learn only what you use | The progressive JavaScript framework’s core runtime and compiler. |
+| [sveltejs/svelte](https://github.com/sveltejs/svelte) | You write a framework, visitors get a light page | Cybernetically enhanced web apps: compile away the framework. |
+| [withastro/astro](https://github.com/withastro/astro) | Content sites with less script open lighter | Web framework for content-driven sites; ship less JavaScript by default. |
+| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | Custom designs without writing a pile of CSS | Utility-first CSS framework for rapidly building custom designs. |
+| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | Good-looking components: copy them in and use them | Beautifully designed components you copy into your apps. |
+| [tanstack/query](https://github.com/tanstack/query) | Fetching data and caching it? Leave it to this | Powerful async state management for TS/JS, React, Vue, Solid and more. |
### Infrastructure
| Project | In the table | Full description |
|---|---|---|
-| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | Production-grade container orchestration | Production-grade container orchestration. |
-| [docker/compose](https://github.com/docker/compose) | Define and run multi-container apps | Define and run multi-container applications with Docker. |
-| [hashicorp/terraform](https://github.com/hashicorp/terraform) | Manage cloud infrastructure as code | Infrastructure as code for building and changing cloud resources. |
-| [pulumi/pulumi](https://github.com/pulumi/pulumi) | Infrastructure as code in real programming languages | Infrastructure as code in general-purpose languages. |
-| [caddyserver/caddy](https://github.com/caddyserver/caddy) | Web server with automatic HTTPS | Fast, multi-platform web server with automatic HTTPS. |
-| [traefik/traefik](https://github.com/traefik/traefik) | Cloud-native reverse proxy and load balancer | Cloud-native application proxy / reverse proxy and load balancer. |
-| [prometheus/prometheus](https://github.com/prometheus/prometheus) | Systems monitoring and alerting toolkit | Systems monitoring and alerting toolkit. |
-| [grafana/grafana](https://github.com/grafana/grafana) | Open observability for metrics, logs and traces | Open observability platform for metrics, logs and traces. |
+| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | Lots of containers? Leave deploying and scaling to it | Production-grade container orchestration. |
+| [docker/compose](https://github.com/docker/compose) | Put many containers in one file and run them together | Define and run multi-container applications with Docker. |
+| [hashicorp/terraform](https://github.com/hashicorp/terraform) | Write cloud resources as code, every change on record | Infrastructure as code for building and changing cloud resources. |
+| [pulumi/pulumi](https://github.com/pulumi/pulumi) | Manage cloud resources in a language you already know | Infrastructure as code in general-purpose languages. |
+| [caddyserver/caddy](https://github.com/caddyserver/caddy) | Set up a web server with HTTPS configured for you | Fast, multi-platform web server with automatic HTTPS. |
+| [traefik/traefik](https://github.com/traefik/traefik) | With many services, traffic gets sorted automatically | Cloud-native application proxy / reverse proxy and load balancer. |
+| [prometheus/prometheus](https://github.com/prometheus/prometheus) | When the system breaks, the alert finds you first | Systems monitoring and alerting toolkit. |
+| [grafana/grafana](https://github.com/grafana/grafana) | Metrics, logs and traces on one dashboard | Open observability platform for metrics, logs and traces. |
### Design / Creative
| Project | In the table | Full description |
|---|---|---|
-| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | A virtual whiteboard with a hand-drawn look | Virtual whiteboard for sketching hand-drawn like diagrams. |
-| [penpot/penpot](https://github.com/penpot/penpot) | Open-source design and prototyping for teams | Open-source design and prototyping platform for product teams. |
-| [jgraph/drawio](https://github.com/jgraph/drawio) | A diagram and whiteboard app | Diagramming and whiteboard app; the core of diagrams.net. |
-| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | Play After Effects animations in iOS apps | iOS library for rendering After Effects animations via Lottie. |
-| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | Play After Effects animations on the web | Render After Effects animations natively on the web with Lottie. |
-| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | The most popular Tailwind CSS component library | The most popular component library for Tailwind CSS. |
-| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | Clean, consistent icons made by the community | Beautiful and consistent icon toolkit made by the community. |
-| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | A flexible icon family for any interface | Flexible icon family for interfaces, diagrams and presentations. |
+| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | Open it and draw, like sketching on paper | Virtual whiteboard for sketching hand-drawn like diagrams. |
+| [penpot/penpot](https://github.com/penpot/penpot) | Design and prototype as a team, with open source | Open-source design and prototyping platform for product teams. |
+| [jgraph/drawio](https://github.com/jgraph/drawio) | Flowcharts and diagrams, drag and done | Diagramming and whiteboard app; the core of diagrams.net. |
+| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | Drop After Effects animations straight into iOS | iOS library for rendering After Effects animations via Lottie. |
+| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | Drop After Effects animations straight into web pages | Render After Effects animations natively on the web with Lottie. |
+| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | Using Tailwind? Ready-made components to pick from | The most popular component library for Tailwind CSS. |
+| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | One icon set in one style, ready to use | Beautiful and consistent icon toolkit made by the community. |
+| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | One icon family for screens, diagrams and slides | Flexible icon family for interfaces, diagrams and presentations. |
### Data
| Project | In the table | Full description |
|---|---|---|
-| [duckdb/duckdb](https://github.com/duckdb/duckdb) | A SQL analytics database that runs inside your app | In-process SQL OLAP database management system. |
-| [pola-rs/polars](https://github.com/pola-rs/polars) | Lightning-fast DataFrames for Rust and Python | Lightning-fast DataFrame library for Rust and Python. |
-| [apache/arrow](https://github.com/apache/arrow) | Fast in-memory analytics across languages | Cross-language development platform for in-memory analytics. |
-| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | Transform warehouse data like a software engineer | Transform data in your warehouse with software engineering practices. |
-| [apache/superset](https://github.com/apache/superset) | Modern data exploration and charts | Modern data exploration and visualization platform. |
-| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | Open-source database for real-time analytics | Open-source column-oriented database for real-time analytics. |
-| [apache/kafka](https://github.com/apache/kafka) | Distributed event streaming platform | Distributed event streaming platform. |
-| [jupyter/notebook](https://github.com/jupyter/notebook) | Interactive notebooks for creating and sharing documents | Jupyter Interactive Notebook for creating and sharing documents. |
+| [duckdb/duckdb](https://github.com/duckdb/duckdb) | Run SQL analysis without setting up a database server | In-process SQL OLAP database management system. |
+| [pola-rs/polars](https://github.com/pola-rs/polars) | Table data handled fast, no more waiting | Lightning-fast DataFrame library for Rust and Python. |
+| [apache/arrow](https://github.com/apache/arrow) | Across languages, the data works as it is | Cross-language development platform for in-memory analytics. |
+| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | Warehouse SQL with version control and tests | Transform data in your warehouse with software engineering practices. |
+| [apache/superset](https://github.com/apache/superset) | Can't make sense of the data? Turn it into charts | Modern data exploration and visualization platform. |
+| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | Real-time analysis of huge data, with open source | Open-source column-oriented database for real-time analytics. |
+| [apache/kafka](https://github.com/apache/kafka) | Pass messages between systems, caught reliably | Distributed event streaming platform. |
+| [jupyter/notebook](https://github.com/jupyter/notebook) | Code, results and notes together on one page | Jupyter Interactive Notebook for creating and sharing documents. |
## New repositories on the boards now
| Project | In the table | Full description |
|---|---|---|
-| [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner) | Switch off ads and pushes on Chinese Android phones | Turns off the ads, trending searches, news recommendations and marketing pushes built into Chinese Android phone systems. No root needed, reversible, and AI agents can run it in one step. |
-| [wangzan101/Mika](https://github.com/wangzan101/Mika) | A personal AI that operates your phone for you | Mika — a personal AI assistant on your phone that operates apps, browses the web and gets things done for you. An on-device AI agent for Android that operates apps and the web to get things done for you. |
-| [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research) | AI genealogy research for former-USSR records | Evidence-first genealogy skill for AI agents (Codex, Claude Code): church books, civil, military, deportation and repression records across the former USSR. Re… |
-| [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go) | DeepSeek Harness in your pocket | dsh-go — DeepSeek Harness in your pocket: it runs on the phone itself and can also remote-control your computer. |
-| [qybaihe/bla](https://github.com/qybaihe/bla) | Shield your code from AI reverse-engineering | 🛡️ BLA (Blind LLM Agents) — Adversarial defense shield that protects binaries, Electron apps, JS bundles, Python, and WebAssembly against AI reverse-engineerin… |
-| [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge) | One persona across many coding agents | One persona, many coding agents. Replace or inject system prompts across codex, claude, opencode, grok, omp, hermes, pi, zcode - with a local web console. |
-| [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android) | Run DeepSeek Harness on Android, no root | No root and no Termux: one APK runs DeepSeek Harness on an Android phone. Engine embedded in the app process · reads the screen to operate apps · changes system settings · scheduled/conditional automation · optional Shizuku |
-| [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan) | A plain-English map of how your app fits together | See how your app actually fits together. An interactive, plain-English map of your codebase, drawn by Claude or Codex. |
+| [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner) | Turn off ads on Chinese Android phones, and undo it | Turns off the ads, trending searches, news recommendations and marketing pushes built into Chinese Android phone systems. No root needed, reversible, and AI agents can run it in one step. |
+| [wangzan101/Mika](https://github.com/wangzan101/Mika) | A personal AI on your phone that does the tapping | Mika — a personal AI assistant on your phone that operates apps, browses the web and gets things done for you. An on-device AI agent for Android that operates apps and the web to get things done for you. |
+| [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research) | Trace family roots in former-Soviet records with AI | Evidence-first genealogy skill for AI agents (Codex, Claude Code): church books, civil, military, deportation and repression records across the former USSR. Re… |
+| [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go) | DeepSeek Harness on your phone, can drive your PC too | dsh-go — DeepSeek Harness in your pocket: it runs on the phone itself and can also remote-control your computer. |
+| [qybaihe/bla](https://github.com/qybaihe/bla) | Keep AI from reverse-engineering your program | 🛡️ BLA (Blind LLM Agents) — Adversarial defense shield that protects binaries, Electron apps, JS bundles, Python, and WebAssembly against AI reverse-engineerin… |
+| [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge) | One persona for all your coding agents | One persona, many coding agents. Replace or inject system prompts across codex, claude, opencode, grok, omp, hermes, pi, zcode - with a local web console. |
+| [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android) | Run DeepSeek Harness on your phone, no root | No root and no Termux: one APK runs DeepSeek Harness on an Android phone. Engine embedded in the app process · reads the screen to operate apps · changes system settings · scheduled/conditional automation · optional Shizuku |
+| [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan) | See at a glance how your app fits together | See how your app actually fits together. An interactive, plain-English map of your codebase, drawn by Claude or Codex. |
| [patch-gg/anymove](https://github.com/patch-gg/anymove) | Motion capture for any creature from one AI video | Motion capture for any creature from one AI video: two cameras in one frame, a DINOv2 joint reader, the rig fitted in both views, a GLB out. |
| [daveebbelaar/bama](https://github.com/daveebbelaar/bama) | Build any Mac app with agent skills | BAMA: Build Any Mac App. Agent skills to research, clone, design, build, optimize, and test native macOS apps with Swift and SwiftUI. |
-| [shipwords-dev/shipwords](https://github.com/shipwords-dev/shipwords) | A money-making AI site for every new keyword | Ship a money-making AI site for every new keyword. Cloudflare-native starter with auth, credits, payments and AI generation. / A framework for farms of new-keyword sites: one new keyword, one site, live in an afternoon. Keep iterating on the ones that take off, drop the ones that don't… |
-| [jmanico/grim-prompter](https://github.com/jmanico/grim-prompter) | AI agents build a threat model of your repo | Threat modeling for AI coding agents: point Claude Code, Codex or any agent at your repo and get an evidence-traced threat model. 36 architectures, 29 methods,… |
+| [shipwords-dev/shipwords](https://github.com/shipwords-dev/shipwords) | Found a new keyword? Launch an AI site in an afternoon | Ship a money-making AI site for every new keyword. Cloudflare-native starter with auth, credits, payments and AI generation. / A framework for farms of new-keyword sites: one new keyword, one site, live in an afternoon. Keep iterating on the ones that take off, drop the ones that don't… |
+| [jmanico/grim-prompter](https://github.com/jmanico/grim-prompter) | Have AI map out the threats facing your repo | Threat modeling for AI coding agents: point Claude Code, Codex or any agent at your repo and get an evidence-traced threat model. 36 architectures, 29 methods,… |
| [andyhuo520/vibe-knowledge](https://github.com/andyhuo520/vibe-knowledge) | Turn one fact into a short video with sources | Vibe Knowledge Awards: one knowledge point → one polished short knowledge video with narration and a source for every sentence (Claude Code skill · 44 styles · built frame by frame in code) |
-| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | AI attack-surface scans with evidence-backed findings | AI-first external attack surface assessment with continuous discovery, evidence-based vulnerability validation, and developer-agent MCP integration. |
-| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | Visual workflows and autonomous agents, self-hosted | Agentic AI platform for visual workflows and autonomous agents. Run it with Docker on your own computer or server. |
-| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | Pack a video into one storyboard image | Scene-aware storyboard for DeepSeek Harness: 9-16 numbered cells with timestamps + transcript + an audio envelope, packed into ONE image (384 tokens). Two tool… |
-| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | One key for many AI models, uncensored variants too | Uncensored AI API and models — one key for Claude, GPT, Gemini, Grok, DeepSeek, GLM and Qwen, with uncensored and abliterated variants where available. OpenAI-… |
+| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | Find weak spots visible from outside, backed by evidence | AI-first external attack surface assessment with continuous discovery, evidence-based vulnerability validation, and developer-agent MCP integration. |
+| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | Draw your AI workflow, run it on your own machine | Agentic AI platform for visual workflows and autonomous agents. Run it with Docker on your own computer or server. |
+| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | Squeeze a whole video into one storyboard image | Scene-aware storyboard for DeepSeek Harness: 9-16 numbered cells with timestamps + transcript + an audio envelope, packed into ONE image (384 tokens). Two tool… |
+| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | One API key for many AI models | Uncensored AI API and models — one key for Claude, GPT, Gemini, Grok, DeepSeek, GLM and Qwen, with uncensored and abliterated variants where available. OpenAI-… |
| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | Run AstrBot and NapCat on your phone, no root | Deploy and manage AstrBot and NapCat locally on an Android phone. Ships with a built-in PRoot Ubuntu runtime and supports a native management UI, WebUI, logs, backup and restore, and independent updates, with no root required. |
-| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | Build GPT-2 from scratch, line by line | A beginner tutorial for large language models (LLMs): write GPT-2 by hand from scratch and see line by line how an LLM works / Build GPT-2 from scratch in PyTorch, step by step |
-| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | Let any AI trade with your Binance AI wallet | Let any AI trade with your own Binance AI wallet: instant buy and sell, sniping on Agent-only launchpads (Four, Flap, GANG), AI-only Mint, and a local trading page. Binance signs the transactions and your private key is never touched. Free and open source, MIT · Author: Jacke_pp · Contact: X @Jacke_pp (DM) |
+| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | New to LLMs? Build GPT-2 by hand, line by line | A beginner tutorial for large language models (LLMs): write GPT-2 by hand from scratch and see line by line how an LLM works / Build GPT-2 from scratch in PyTorch, step by step |
+| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | Let any AI trade from your own Binance AI wallet | Let any AI trade with your own Binance AI wallet: instant buy and sell, sniping on Agent-only launchpads (Four, Flap, GANG), AI-only Mint, and a local trading page. Binance signs the transactions and your private key is never touched. Free and open source, MIT · Author: Jacke_pp · Contact: X @Jacke_pp (DM) |
| [heydeer/pngdeer](https://github.com/heydeer/pngdeer) | Smaller PNGs, same picture | Smaller images, same picture. Compress PNGs to PNG or WebP with automatic quality. PNG output is 8–12% smaller than TinyPNG at equal quality on the median imag… |
-| [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo) | A tiny self-hosted kanban for humans and agents | Self-hosted kanban for humans and agents. One 4 MB binary, starts in 2 ms, zero setup. |
-| [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence) | Agents as functions, ideas as programs | Treat agents as functions and turn ideas into programs. An agent-native functional language with a CLI, Web IDE, goal-driven bots and live UI. Source-available; no AI training. |
-| [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates) | One recommended tool per job to enforce standards | An opinionated, curated list of tools for enforcing software development standards: one recommended tool per job, with limits. |
-| [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night) | Local browser fingerprint rotation for security tests | Local-only browser fingerprint & identity rotation toolkit for authorized security testing. Tor/obfs4, coherent profiles, WebRTC/DNS leak protection. |
+| [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo) | A kanban board that people and agents both use | Self-hosted kanban for humans and agents. One 4 MB binary, starts in 2 ms, zero setup. |
+| [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence) | Treat agents as functions and write ideas as programs | Treat agents as functions and turn ideas into programs. An agent-native functional language with a CLI, Web IDE, goal-driven bots and live UI. Source-available; no AI training. |
+| [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates) | One recommended tool for each dev standard | An opinionated, curated list of tools for enforcing software development standards: one recommended tool per job, with limits. |
+| [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night) | Browser fingerprint rotation for authorized security tests | Local-only browser fingerprint & identity rotation toolkit for authorized security testing. Tor/obfs4, coherent profiles, WebRTC/DNS leak protection. |
| [UniteCuttlefishBolt/Canva-Pro](https://github.com/UniteCuttlefishBolt/Canva-Pro) | Canva Pro 2026 installer, all features unlocked | Canva Pro 2026: Complete standalone setup with all features unlocked and ready to run. |
| [CaretakerPlain/Whale-Tracker](https://github.com/CaretakerPlain/Whale-Tracker) | Whale Tracker 2026, pre-activated desktop edition | Whale Tracker 2026: Pre-activated desktop edition with all features ready to run. |
| [ScorpionHub17/KMS-Pico](https://github.com/ScorpionHub17/KMS-Pico) | Kms Pico Free 2026, pre-activated desktop edition | Kms Pico Free 2026 complete standalone setup. Pre-activated desktop edition ready to run, ensuring a smooth installation experience. |
@@ -157,13 +157,13 @@ The ranking tables show one short line per project. This page keeps the full des
| [SoapmakerShout44/Cinema-4d](https://github.com/SoapmakerShout44/Cinema-4d) | Cinema 4D utility setup, full standalone install | Professional Cinema 4D utility configuration, complete standalone installation setup for efficient workflow in 2026. |
| [twilightstonerestore/Glary-Utilities-Pro](https://github.com/twilightstonerestore/Glary-Utilities-Pro) | Glary Utilities Pro 2026 installer, tools activated | Glary Utilities Pro 2026: Full working installer with all tools activated, ready for immediate use on your desktop. |
| [ViceFencerManacle/Camtasia](https://github.com/ViceFencerManacle/Camtasia) | Camtasia 2026 full working installer | Camtasia 2026 full working installer, complete with all features and ready to run on your desktop. |
-| [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one) | Free OSINT: search people across 3,100+ sites | Watson — free OSINT tool for Windows: people search across 3,100+ public sites by nickname, email, phone or website. Open-source intelligence made simple: digi… |
-| [thomasunise/argus](https://github.com/thomasunise/argus) | Open-source agentic security operations platform | Open-source agentic security operations platform: |
-| [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas) | Illustrated IELTS vocabulary, 7,298 words | 词光 · Word Atlas — Illustrated IELTS vocabulary with 7,298 words, UK/US audio and FSRS review. Open-source app + CC BY 4.0 dataset. |
-| [D3voz/openjutsu](https://github.com/D3voz/openjutsu) | One-click character swap in videos, run locally | One-click character swap for videos: an open-source, local Higgsfield Genjutsu alternative built on ComfyUI and MiniMax H3, with FLUX.3 Klein relighting. |
-| [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes) | Voice recorder workbench: transcribe, sort, search | OpenMinutes · a voice-recorder workbench: import MemoTalk S1 recordings · transcribe · AI sorting · search and review (an open-source implementation of Floatboat Workbench) |
-| [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion) | Animated I Ching hexagrams, made entirely in code | Structural animations of the 64 hexagrams of the I Ching · I Ching 64 Hexagrams motion graphics, made entirely with code (Remotion + React) |
-| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | Smart McDonald's meal pairing from live menu data | M Meal Mate (M餐搭子): a smart meal-pairing Skill built on McDonald's MCP live menu and nutrition data \| online demo now live |
-| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | Self-hosted PaaS on your own Kubernetes | Self-hosted PaaS on your own Kubernetes. |
-| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | End-to-end DevOps TaskFlow API | End-to-end DevOps TaskFlow API — FastAPI, PostgreSQL, SQLAlchemy, Alembic, Docker Compose, Pytest and GitHub Actions CI,Kubernetes,prometheus,Grafana,helm,k9s,… |
-| [hugues31/duckpad](https://github.com/hugues31/duckpad) | The data transformation tool open source deserves | The data transformation tool the open-source community deserves. |
+| [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one) | Search a person across 3,100+ public sites, free | Watson — free OSINT tool for Windows: people search across 3,100+ public sites by nickname, email, phone or website. Open-source intelligence made simple: digi… |
+| [thomasunise/argus](https://github.com/thomasunise/argus) | A security operations platform run by agents, open source | Open-source agentic security operations platform: |
+| [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas) | IELTS words with pictures and audio, 7,298 of them | 词光 · Word Atlas — Illustrated IELTS vocabulary with 7,298 words, UK/US audio and FSRS review. Open-source app + CC BY 4.0 dataset. |
+| [D3voz/openjutsu](https://github.com/D3voz/openjutsu) | Swap a character in a video with one click, run locally | One-click character swap for videos: an open-source, local Higgsfield Genjutsu alternative built on ComfyUI and MiniMax H3, with FLUX.3 Klein relighting. |
+| [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes) | Turn voice-recorder files into notes you can search | OpenMinutes · a voice-recorder workbench: import MemoTalk S1 recordings · transcribe · AI sorting · search and review (an open-source implementation of Floatboat Workbench) |
+| [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion) | The 64 I Ching hexagrams as animation, all in code | Structural animations of the 64 hexagrams of the I Ching · I Ching 64 Hexagrams motion graphics, made entirely with code (Remotion + React) |
+| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | Pair a McDonald's meal from live menu and nutrition data | M Meal Mate (M餐搭子): a smart meal-pairing Skill built on McDonald's MCP live menu and nutrition data \| online demo now live |
+| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | Run your own PaaS on your own Kubernetes | Self-hosted PaaS on your own Kubernetes. |
+| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | An end-to-end DevOps API, start to finish | End-to-end DevOps TaskFlow API — FastAPI, PostgreSQL, SQLAlchemy, Alembic, Docker Compose, Pytest and GitHub Actions CI,Kubernetes,prometheus,Grafana,helm,k9s,… |
+| [hugues31/duckpad](https://github.com/hugues31/duckpad) | The open-source community's own data transformation tool | The data transformation tool the open-source community deserves. |
diff --git a/docs/DETAILS.zh-Hans.md b/docs/DETAILS.zh-Hans.md
index 8d15e25..ddbe2a9 100644
--- a/docs/DETAILS.zh-Hans.md
+++ b/docs/DETAILS.zh-Hans.md
@@ -12,136 +12,136 @@
| 项目 | 表里的一句话 | 完整介绍 |
|---|---|---|
-| [morluto/rea](https://github.com/morluto/rea) | 让 AI 帮你逆向、复刻任何软件 | 逆向工程师往往要盯着汇编看上好几天，这个工具让 AI 直接告诉你程序做了什么。它接入 Ghidra，让原本读不懂的二进制文件一句话就能讲清楚。 |
-| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 终端里的免费开源 AI 编程助手 | 直接在终端里用 AI 写代码，无需打开浏览器标签页。支持多种模型，可与 Claude Code 和 Codex 相媲美，免费开源。 |
-| [stablyai/orca](https://github.com/stablyai/orca) | 多个 AI 编程智能体同台比拼 | 在同一台桌面电脑上同时运行多个 AI 编程智能体，比较谁写得更好。每个智能体都有自己的工作区，互不干扰。 |
-| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | 两个 AI 互相挑代码漏洞 | 让 AI 审查自己写的代码是否有漏洞，再请第二个 AI 来质疑审查结论。专门针对编程智能体容易写出的不安全代码。 |
-| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | 像写网页一样做视频 | 像写网页一样写视频，再交给 AI 渲染成片。编程智能体也能使用，无需学习任何剪辑软件。 |
-| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | 治好 AI 写代码灌水 | 专治 AI 写代码时灌水凑数。教它像一位偷懒的老手那样做事：能省则省，必须写的部分一定写对。 |
-| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | 把整个代码库变成一张地图 | 把整个代码库变成一张地图，让 AI 一眼看出哪些文件调用了哪些文件。大型项目不必再从头读到尾。 |
-| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 真能干活的 AI，数据不出电脑 | 它不是聊天机器人，而是真正能把事情做完的 AI。可跨系统运行、本地部署，你的数据不会离开你的电脑。 |
-| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | DeepSeek 开源智能体，插件自由拼装 | DeepSeek 开源的智能体 Harness（`dsh`）。一切皆插件，你可以自行组装想要的智能体。目前为开发者预览版，可能出现破坏性变更。 |
-| [affaan-m/ECC](https://github.com/affaan-m/ECC) | 给编程智能体的性能调优套件 | 面向智能体 Harness 的性能优化套件：为 Claude Code、Codex、OpenCode、Cursor 等提供技能、习得的直觉、记忆、安全检查，以及先调研后开发的工作方式。 |
-| [yetone/magpie](https://github.com/yetone/magpie) | 任意编程智能体，任意模型 | 一个菜单栏应用加本地网关，让任意编程智能体都能使用任意模型：Claude Code 跑 Kimi，Codex 跑 DeepSeek。一个额度用完后，会自动切换到你的下一个账号。 |
-| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | 让 AI 智能体看到整个互联网 | 让你的 AI 智能体看到整个互联网。一个命令行工具即可读取和搜索 Twitter、Reddit、YouTube、GitHub、哔哩哔哩和小红书，零 API 费用。 |
-| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | 让编程智能体有审美 | 赋予编程智能体审美的技能：确定美术风格、使用真实参考图，并在浏览器中检查成果，让它们不再产出千篇一律的 AI 落地页。 |
-| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | 让 AI 做的界面更专业 | 一项为编程智能体带来设计智慧的 AI 技能，让它们构建的 UI/UX 在多个平台和框架上都显得专业。 |
-| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 一个免费入口，接上百个模型 | 免费的 MIT 许可 AI 网关：一个端点对接数百家服务商和模型，并可根据额度自动回退切换。支持 Claude Code、Codex、Cursor、OpenCode、Cline 和 Copilot。 |
-| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | 像开公司一样管理 AI 智能体团队 | 像管理公司一样管理一队 AI 智能体的开源应用：分配目标、设定预算，并在同一个仪表板中跟踪工作和成本。如果说 OpenClaw 是一名员工，Paperclip 就是整家公司。 |
-| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | 一键切换 AI 编程工具的接口 | 面向 Claude Code、Codex、Gemini CLI、OpenCode、OpenClaw 等的桌面端一体化管理器：一键切换 API 服务商，无需手动编辑配置文件即可管理 MCP、技能和提示词。 |
-| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 会自我改进的 AI 智能体 | Nous Research 出品的可自我改进的 AI 智能体，内置学习循环：从经验中构建技能，并在工作中不断改进，还能通过 Telegram、Discord、Slack 等渠道联系你。 |
-| [NVIDIA/SkillSpector](https://github.com/NVIDIA/SkillSpector) | 装技能之前，先扫一遍风险 | NVIDIA 出品的 AI 智能体技能安全扫描器：在安装前检查 Claude Code、Codex 和 MCP 技能中的漏洞、提示词注入、数据外泄和供应链风险。 |
-| [addyosmani/agent-skills](https://github.com/addyosmani/agent-skills) | 把资深工程师的做法教给 AI | 面向 AI 编程智能体的生产级工程技能：把资深工程师从需求规格到发布所用的工作流和质量关卡打包起来，让智能体每次都照做。 |
-| [thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) | 让智能体记住上次做过什么 | 为智能体提供跨会话记忆：记录智能体做过的事，用 AI 压缩，并把相关部分回填到之后的会话中。支持 Claude Code、Codex、Gemini、OpenCode 等。 |
-| [anthropics/skills](https://github.com/anthropics/skills) | Anthropic 官方智能体技能库 | Anthropic 公开的 Agent Skills 仓库：由说明、脚本和资源组成的文件夹，Claude 会按需加载，涵盖从创意工作到网页应用测试等场景。可作为你编写自己技能的示例和灵感。 |
+| [morluto/rea](https://github.com/morluto/rea) | 看不懂的程序，让 AI 讲给你听 | 逆向工程师往往要盯着汇编看上好几天，这个工具让 AI 直接告诉你程序做了什么。它接入 Ghidra，让原本读不懂的二进制文件一句话就能讲清楚。 |
+| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 不开浏览器，终端里就有 AI 写代码 | 直接在终端里用 AI 写代码，无需打开浏览器标签页。支持多种模型，可与 Claude Code 和 Codex 相媲美，免费开源。 |
+| [stablyai/orca](https://github.com/stablyai/orca) | 几个 AI 一起写，谁好用一眼看出 | 在同一台桌面电脑上同时运行多个 AI 编程智能体，比较谁写得更好。每个智能体都有自己的工作区，互不干扰。 |
+| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI 写完代码，再请一个 AI 挑刺 | 让 AI 审查自己写的代码是否有漏洞，再请第二个 AI 来质疑审查结论。专门针对编程智能体容易写出的不安全代码。 |
+| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | 不会剪辑，写网页一样就能出片 | 像写网页一样写视频，再交给 AI 渲染成片。编程智能体也能使用，无需学习任何剪辑软件。 |
+| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | 让 AI 少写废代码，该写的写对 | 专治 AI 写代码时灌水凑数。教它像一位偷懒的老手那样做事：能省则省，必须写的部分一定写对。 |
+| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | 大项目看不过来，先看这张地图 | 把整个代码库变成一张地图，让 AI 一眼看出哪些文件调用了哪些文件。大型项目不必再从头读到尾。 |
+| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 能把事做完的 AI，数据留在本机 | 它不是聊天机器人，而是真正能把事情做完的 AI。可跨系统运行、本地部署，你的数据不会离开你的电脑。 |
+| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | 想要什么智能体，用插件自己拼 | DeepSeek 开源的智能体 Harness（`dsh`）。一切皆插件，你可以自行组装想要的智能体。目前为开发者预览版，可能出现破坏性变更。 |
+| [affaan-m/ECC](https://github.com/affaan-m/ECC) | 给编程 AI 加记忆、技能和安全检查 | 面向智能体 Harness 的性能优化套件：为 Claude Code、Codex、OpenCode、Cursor 等提供技能、习得的直觉、记忆、安全检查，以及先调研后开发的工作方式。 |
+| [yetone/magpie](https://github.com/yetone/magpie) | 编程 AI 换模型，额度用完自动续 | 一个菜单栏应用加本地网关，让任意编程智能体都能使用任意模型：Claude Code 跑 Kimi，Codex 跑 DeepSeek。一个额度用完后，会自动切换到你的下一个账号。 |
+| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | 推特油管小红书，AI 都能帮你搜 | 让你的 AI 智能体看到整个互联网。一个命令行工具即可读取和搜索 Twitter、Reddit、YouTube、GitHub、哔哩哔哩和小红书，零 API 费用。 |
+| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | 别再让 AI 做出千篇一律的页面 | 赋予编程智能体审美的技能：确定美术风格、使用真实参考图，并在浏览器中检查成果，让它们不再产出千篇一律的 AI 落地页。 |
+| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | AI 做的界面，看着像专业设计 | 一项为编程智能体带来设计智慧的 AI 技能，让它们构建的 UI/UX 在多个平台和框架上都显得专业。 |
+| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 一个入口接几百个模型，额度自动切 | 免费的 MIT 许可 AI 网关：一个端点对接数百家服务商和模型，并可根据额度自动回退切换。支持 Claude Code、Codex、Cursor、OpenCode、Cline 和 Copilot。 |
+| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | 一群 AI 干活，任务和花费一屏看 | 像管理公司一样管理一队 AI 智能体的开源应用：分配目标、设定预算，并在同一个仪表板中跟踪工作和成本。如果说 OpenClaw 是一名员工，Paperclip 就是整家公司。 |
+| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | 换接口不用改配置，一键切 | 面向 Claude Code、Codex、Gemini CLI、OpenCode、OpenClaw 等的桌面端一体化管理器：一键切换 API 服务商，无需手动编辑配置文件即可管理 MCP、技能和提示词。 |
+| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 越用越会干活的 AI 助手 | Nous Research 出品的可自我改进的 AI 智能体，内置学习循环：从经验中构建技能，并在工作中不断改进，还能通过 Telegram、Discord、Slack 等渠道联系你。 |
+| [NVIDIA/SkillSpector](https://github.com/NVIDIA/SkillSpector) | 装 AI 技能前，先查有没有坑 | NVIDIA 出品的 AI 智能体技能安全扫描器：在安装前检查 Claude Code、Codex 和 MCP 技能中的漏洞、提示词注入、数据外泄和供应链风险。 |
+| [addyosmani/agent-skills](https://github.com/addyosmani/agent-skills) | 把老工程师的做事规矩教给 AI | 面向 AI 编程智能体的生产级工程技能：把资深工程师从需求规格到发布所用的工作流和质量关卡打包起来，让智能体每次都照做。 |
+| [thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) | AI 不再忘记上次做到哪 | 为智能体提供跨会话记忆：记录智能体做过的事，用 AI 压缩，并把相关部分回填到之后的会话中。支持 Claude Code、Codex、Gemini、OpenCode 等。 |
+| [anthropics/skills](https://github.com/anthropics/skills) | Claude 技能怎么写，照着官方学 | Anthropic 公开的 Agent Skills 仓库：由说明、脚本和资源组成的文件夹，Claude 会按需加载，涵盖从创意工作到网页应用测试等场景。可作为你编写自己技能的示例和灵感。 |
### 开发者工具
| 项目 | 表里的一句话 | 完整介绍 |
|---|---|---|
-| [astral-sh/uv](https://github.com/astral-sh/uv) | 极快的 Python 包管理器 | 用 Rust 写的极速 Python 包与项目管理器。 |
-| [oven-sh/bun](https://github.com/oven-sh/bun) | JavaScript 一站式工具箱 | 一体化 JavaScript 运行时与工具箱：运行时、打包、测试、包管理。 |
-| [biomejs/biome](https://github.com/biomejs/biome) | 快速的网页代码格式化与检查 | 面向 Web 项目的高速格式化与检查工具，覆盖 JS/TS/JSON/CSS。 |
-| [zed-industries/zed](https://github.com/zed-industries/zed) | 高性能、可多人协作的编辑器 | Atom 与 Tree-sitter 作者打造的高性能多人协作代码编辑器。 |
-| [helix-editor/helix](https://github.com/helix-editor/helix) | 自带 LSP 的模态编辑器 | 内置 LSP、tree-sitter 与多重选区的模态文本编辑器。 |
-| [jdx/mise](https://github.com/jdx/mise) | 一个工具管所有开发工具版本 | 开发工具版本管理器：多语言运行时与环境管理合一。 |
-| [cli/cli](https://github.com/cli/cli) | GitHub 官方命令行工具 | GitHub 官方命令行工具，用于议题、PR、Actions 等。 |
-| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | 比 grep 更快的递归搜索 | 用正则递归搜索目录，比 grep 更快。 |
+| [astral-sh/uv](https://github.com/astral-sh/uv) | 装 Python 包，不用再干等 | 用 Rust 写的极速 Python 包与项目管理器。 |
+| [oven-sh/bun](https://github.com/oven-sh/bun) | 运行打包测试装包，一个工具全包 | 一体化 JavaScript 运行时与工具箱：运行时、打包、测试、包管理。 |
+| [biomejs/biome](https://github.com/biomejs/biome) | 网页代码格式和检查，一个工具搞定 | 面向 Web 项目的高速格式化与检查工具，覆盖 JS/TS/JSON/CSS。 |
+| [zed-industries/zed](https://github.com/zed-industries/zed) | 打开就快，还能多人一起写代码 | Atom 与 Tree-sitter 作者打造的高性能多人协作代码编辑器。 |
+| [helix-editor/helix](https://github.com/helix-editor/helix) | 不装一堆插件，补全高亮都现成 | 内置 LSP、tree-sitter 与多重选区的模态文本编辑器。 |
+| [jdx/mise](https://github.com/jdx/mise) | 各种语言版本，一个工具管齐 | 开发工具版本管理器：多语言运行时与环境管理合一。 |
+| [cli/cli](https://github.com/cli/cli) | 不开网页，命令行里处理 GitHub | GitHub 官方命令行工具，用于议题、PR、Actions 等。 |
+| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | 翻遍整个目录找文字，比 grep 快 | 用正则递归搜索目录，比 grep 更快。 |
### 安全
| 项目 | 表里的一句话 | 完整介绍 |
|---|---|---|
-| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | 容器、代码仓库一站式安全扫描 | 面向容器、文件系统、Git 仓库等的一体化安全扫描器。 |
-| [anchore/grype](https://github.com/anchore/grype) | 给容器镜像做漏洞扫描 | 面向容器镜像与文件系统的漏洞扫描器。 |
-| [semgrep/semgrep](https://github.com/semgrep/semgrep) | 快速扫描代码，揪出问题 | 面向多语言的轻量快速静态分析，找漏洞并执行规则。 |
-| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | 用 YAML 模板快速扫漏洞 | 基于简洁 YAML 模板的高速漏洞扫描器。 |
-| [falcosecurity/falco](https://github.com/falcosecurity/falco) | 实时发现云上异常行为 | 云原生运行时安全工具，检测异常行为。 |
-| [google/osv-scanner](https://github.com/google/osv-scanner) | 查查依赖有没有已知漏洞 | 对照 OSV 数据库扫描依赖中的已知漏洞。 |
-| [securego/gosec](https://github.com/securego/gosec) | 给 Go 代码做安全检查 | 检查 Go 源码中常见不安全模式的安全检查器。 |
-| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 简明实用的安全最佳实践 | OWASP 速查表系列：精炼的安全最佳实践。 |
+| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | 容器和代码仓，一次扫完安全问题 | 面向容器、文件系统、Git 仓库等的一体化安全扫描器。 |
+| [anchore/grype](https://github.com/anchore/grype) | 镜像上线前，先查查有没有漏洞 | 面向容器镜像与文件系统的漏洞扫描器。 |
+| [semgrep/semgrep](https://github.com/semgrep/semgrep) | 代码里的问题，提交前先揪出来 | 面向多语言的轻量快速静态分析，找漏洞并执行规则。 |
+| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | 写个模板，就能批量扫漏洞 | 基于简洁 YAML 模板的高速漏洞扫描器。 |
+| [falcosecurity/falco](https://github.com/falcosecurity/falco) | 云上有异常，第一时间知道 | 云原生运行时安全工具，检测异常行为。 |
+| [google/osv-scanner](https://github.com/google/osv-scanner) | 用的依赖安不安全，扫一下就知道 | 对照 OSV 数据库扫描依赖中的已知漏洞。 |
+| [securego/gosec](https://github.com/securego/gosec) | Go 代码里的危险写法，提前查出 | 检查 Go 源码中常见不安全模式的安全检查器。 |
+| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 安全该怎么做，查这几页就够 | OWASP 速查表系列：精炼的安全最佳实践。 |
### Web / 前端
| 项目 | 表里的一句话 | 完整介绍 |
|---|---|---|
-| [vercel/next.js](https://github.com/vercel/next.js) | React 全栈网页框架 | 面向 Web 的 React 框架：SSR、路由与全栈能力。 |
-| [facebook/react](https://github.com/facebook/react) | 搭建网页与原生界面的库 | 用于构建 Web 与原生用户界面的库。 |
-| [vuejs/core](https://github.com/vuejs/core) | 渐进式 JavaScript 框架 | 渐进式 JavaScript 框架的核心运行时与编译器。 |
-| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 把框架编译掉的网页开发 | 编译掉框架本身的增强型 Web 应用方案。 |
-| [withastro/astro](https://github.com/withastro/astro) | 少发 JavaScript 的内容站框架 | 面向内容站点的 Web 框架，默认少发 JavaScript。 |
-| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | 用工具类快速搭出定制界面 | 实用优先的 CSS 框架，快速搭建自定义设计。 |
-| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 好看的组件，直接复制进项目 | 设计精美、可直接复制进项目的组件集合。 |
-| [tanstack/query](https://github.com/tanstack/query) | 管好异步数据的状态库 | 面向 TS/JS、React、Vue、Solid 等的强力异步状态管理。 |
+| [vercel/next.js](https://github.com/vercel/next.js) | 用 React 做完整网站，从前到后 | 面向 Web 的 React 框架：SSR、路由与全栈能力。 |
+| [facebook/react](https://github.com/facebook/react) | 网页和 App 界面，用同一套写 | 用于构建 Web 与原生用户界面的库。 |
+| [vuejs/core](https://github.com/vuejs/core) | 从一个小页面开始，用多少学多少 | 渐进式 JavaScript 框架的核心运行时与编译器。 |
+| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 写的是框架，跑的是轻巧网页 | 编译掉框架本身的增强型 Web 应用方案。 |
+| [withastro/astro](https://github.com/withastro/astro) | 内容网站少带脚本，打开更轻快 | 面向内容站点的 Web 框架，默认少发 JavaScript。 |
+| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | 不写一大堆 CSS，也能做定制界面 | 实用优先的 CSS 框架，快速搭建自定义设计。 |
+| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 好看的组件，复制进来就能用 | 设计精美、可直接复制进项目的组件集合。 |
+| [tanstack/query](https://github.com/tanstack/query) | 请求数据和缓存，交给它管 | 面向 TS/JS、React、Vue、Solid 等的强力异步状态管理。 |
### 基础设施
| 项目 | 表里的一句话 | 完整介绍 |
|---|---|---|
-| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | 生产级容器编排系统 | 生产级容器编排系统。 |
-| [docker/compose](https://github.com/docker/compose) | 定义并运行多容器应用 | 用 Docker 定义并运行多容器应用。 |
-| [hashicorp/terraform](https://github.com/hashicorp/terraform) | 用代码管理云基础设施 | 用代码构建与变更云资源的基础设施即代码工具。 |
-| [pulumi/pulumi](https://github.com/pulumi/pulumi) | 用通用编程语言写基础设施 | 用通用编程语言写基础设施即代码。 |
-| [caddyserver/caddy](https://github.com/caddyserver/caddy) | 自动 HTTPS 的快速网页服务器 | 快速、跨平台的 Web 服务器，自动 HTTPS。 |
-| [traefik/traefik](https://github.com/traefik/traefik) | 云原生反向代理与负载均衡 | 云原生应用代理 / 反向代理与负载均衡。 |
-| [prometheus/prometheus](https://github.com/prometheus/prometheus) | 系统监控与告警工具包 | 系统监控与告警工具包。 |
-| [grafana/grafana](https://github.com/grafana/grafana) | 指标、日志、链路一站式观测 | 面向指标、日志与链路的开源可观测性平台。 |
+| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | 容器多了，部署扩容交给它 | 生产级容器编排系统。 |
+| [docker/compose](https://github.com/docker/compose) | 多个容器写进一个文件，一起跑 | 用 Docker 定义并运行多容器应用。 |
+| [hashicorp/terraform](https://github.com/hashicorp/terraform) | 云资源写成代码，改动有据可查 | 用代码构建与变更云资源的基础设施即代码工具。 |
+| [pulumi/pulumi](https://github.com/pulumi/pulumi) | 用熟悉的编程语言管云资源 | 用通用编程语言写基础设施即代码。 |
+| [caddyserver/caddy](https://github.com/caddyserver/caddy) | 搭网站服务器，HTTPS 自动配好 | 快速、跨平台的 Web 服务器，自动 HTTPS。 |
+| [traefik/traefik](https://github.com/traefik/traefik) | 服务多了，流量自动分好 | 云原生应用代理 / 反向代理与负载均衡。 |
+| [prometheus/prometheus](https://github.com/prometheus/prometheus) | 系统出问题，告警先找到你 | 系统监控与告警工具包。 |
+| [grafana/grafana](https://github.com/grafana/grafana) | 指标日志链路，放进一个面板 | 面向指标、日志与链路的开源可观测性平台。 |
### 设计 / 创意
| 项目 | 表里的一句话 | 完整介绍 |
|---|---|---|
-| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | 手绘风格的在线白板 | 手绘风格的在线白板，用来画示意图。 |
-| [penpot/penpot](https://github.com/penpot/penpot) | 开源的团队设计与原型平台 | 面向产品团队的开源设计与原型平台。 |
-| [jgraph/drawio](https://github.com/jgraph/drawio) | 画流程图和白板的应用 | 绘图与白板应用，diagrams.net 的核心。 |
-| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | iOS 上播放 AE 动画 | 通过 Lottie 在 iOS 上渲染 After Effects 动画的库。 |
-| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | 网页上播放 AE 动画 | 用 Lottie 在网页上原生渲染 After Effects 动画。 |
-| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | 最受欢迎的 Tailwind 组件库 | 最受欢迎的 Tailwind CSS 组件库。 |
-| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | 社区打造的统一风格图标库 | 社区维护的美观一致图标工具包。 |
-| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 灵活好用的图标家族 | 面向界面、示意图与演示的灵活图标家族。 |
+| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | 打开就画，像在纸上随手画图 | 手绘风格的在线白板，用来画示意图。 |
+| [penpot/penpot](https://github.com/penpot/penpot) | 团队做设计和原型，用开源的 | 面向产品团队的开源设计与原型平台。 |
+| [jgraph/drawio](https://github.com/jgraph/drawio) | 流程图和示意图，拖拖就画好 | 绘图与白板应用，diagrams.net 的核心。 |
+| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | AE 做的动画，直接放进 iOS | 通过 Lottie 在 iOS 上渲染 After Effects 动画的库。 |
+| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | AE 做的动画，直接放进网页 | 用 Lottie 在网页上原生渲染 After Effects 动画。 |
+| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | 用 Tailwind，也有现成组件可挑 | 最受欢迎的 Tailwind CSS 组件库。 |
+| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | 一套图标风格统一，拿来就用 | 社区维护的美观一致图标工具包。 |
+| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 界面图示演示，图标一套够用 | 面向界面、示意图与演示的灵活图标家族。 |
### 数据
| 项目 | 表里的一句话 | 完整介绍 |
|---|---|---|
-| [duckdb/duckdb](https://github.com/duckdb/duckdb) | 内嵌在应用里的 SQL 分析数据库 | 进程内 SQL OLAP 数据库管理系统。 |
-| [pola-rs/polars](https://github.com/pola-rs/polars) | 极快的 DataFrame 库 | 面向 Rust 与 Python 的极速 DataFrame 库。 |
-| [apache/arrow](https://github.com/apache/arrow) | 跨语言的内存数据分析平台 | 面向内存分析的跨语言开发平台。 |
-| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | 用软件工程方式处理数据仓库 | 用软件工程方式在数仓中转换数据。 |
-| [apache/superset](https://github.com/apache/superset) | 现代化的数据探索与可视化 | 现代数据探索与可视化平台。 |
-| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | 开源列式实时分析数据库 | 面向实时分析的开源列式数据库。 |
-| [apache/kafka](https://github.com/apache/kafka) | 分布式事件流平台 | 分布式事件流平台。 |
-| [jupyter/notebook](https://github.com/jupyter/notebook) | 可交互的笔记本文档 | 用于创建与分享文档的 Jupyter 交互式笔记本。 |
+| [duckdb/duckdb](https://github.com/duckdb/duckdb) | 不搭数据库服务，也能跑 SQL 分析 | 进程内 SQL OLAP 数据库管理系统。 |
+| [pola-rs/polars](https://github.com/pola-rs/polars) | 表格数据处理快，不用干等 | 面向 Rust 与 Python 的极速 DataFrame 库。 |
+| [apache/arrow](https://github.com/apache/arrow) | 不同语言之间，数据直接通用 | 面向内存分析的跨语言开发平台。 |
+| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | 数仓 SQL 也能版本管理和测试 | 用软件工程方式在数仓中转换数据。 |
+| [apache/superset](https://github.com/apache/superset) | 数据看不懂，做成图就明白 | 现代数据探索与可视化平台。 |
+| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | 大量数据实时分析，用开源的 | 面向实时分析的开源列式数据库。 |
+| [apache/kafka](https://github.com/apache/kafka) | 系统之间传消息，稳稳接住 | 分布式事件流平台。 |
+| [jupyter/notebook](https://github.com/jupyter/notebook) | 代码结果和说明，放在一页里 | 用于创建与分享文档的 Jupyter 交互式笔记本。 |
## 当前上榜的新仓库
| 项目 | 表里的一句话 | 完整介绍 |
|---|---|---|
-| [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner) | 关掉国产安卓手机的广告推送 | 关掉国产安卓手机系统里的广告、热搜、资讯推荐和营销推送。不 root，可还原，支持 AI 智能体一键执行。 |
-| [wangzan101/Mika](https://github.com/wangzan101/Mika) | 你手机上的私人 AI 助理 | Mika —— 你手机上的私人 AI 助理，替你操作 App、上网、把事办成。一个运行在 Android 本机上的 AI 智能体，替你操作 App 和网页，把事情办好。 |
-| [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research) | 用 AI 查前苏联地区的家谱档案 | 面向 AI 智能体（Codex、Claude Code）的证据优先家谱研究技能：涵盖前苏联地区的教会簿册、民事、军事、流放和政治迫害档案… |
-| [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go) | DeepSeek Harness 装进口袋 | dsh-go —— DeepSeek Harness 装进口袋：手机本机运行，也能遥控你的电脑。 |
-| [qybaihe/bla](https://github.com/qybaihe/bla) | 保护你的程序不被 AI 逆向 | 🛡️ BLA（Blind LLM Agents）—— 对抗式防御盾，保护二进制文件、Electron 应用、JS 包、Python 和 WebAssembly 免受 AI 逆向工程… |
-| [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge) | 一个人设，通吃多个编程智能体 | 一个人设，适配多个编程智能体。可在 codex、claude、opencode、grok、omp、hermes、pi、zcode 之间替换或注入系统提示词，并提供本地 Web 控制台。 |
-| [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android) | 安卓免 ROOT 跑 DeepSeek Harness | 免 ROOT 免 Termux，一个 APK 在安卓手机上跑 DeepSeek Harness。引擎内嵌 App 进程 · 读屏操作 App · 改系统设置 · 定时/条件自动化 · 可选 Shizuku |
-| [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan) | 一张看懂你代码库的地图 | 看清你的应用究竟是如何拼装在一起的。一张可交互、用通俗英语讲解的代码库地图，由 Claude 或 Codex 绘制。 |
-| [patch-gg/anymove](https://github.com/patch-gg/anymove) | 用一段 AI 视频做动作捕捉 | 只用一段 AI 视频，为任何生物做动作捕捉：一个画面里两个机位、DINOv2 关节识别、在两个视角中拟合骨架，输出 GLB。 |
-| [daveebbelaar/bama](https://github.com/daveebbelaar/bama) | 用智能体技能造任意 Mac 应用 | BAMA：Build Any Mac App（构建任意 Mac 应用）。用 Swift 和 SwiftUI 调研、仿制、设计、构建、优化和测试原生 macOS 应用的智能体技能。 |
-| [shipwords-dev/shipwords](https://github.com/shipwords-dev/shipwords) | 一个新词，一个赚钱的 AI 网站 | 为每个新关键词上线一个赚钱的 AI 网站。基于 Cloudflare 的启动模板，含登录认证、积分、支付和 AI 生成。/ 新词站群框架：一个新词一个站，一个下午上线。起量的继续迭代，没起… |
-| [jmanico/grim-prompter](https://github.com/jmanico/grim-prompter) | 让 AI 给你的仓库做威胁建模 | 面向 AI 编程智能体的威胁建模：让 Claude Code、Codex 或任何智能体读取你的仓库，生成有证据可追溯的威胁模型。36 种架构，29 种方法，… |
-| [andyhuo520/vibe-knowledge](https://github.com/andyhuo520/vibe-knowledge) | 一个知识点，一条带出处的短片 | Vibe 知识大赏：一个知识点 → 一条有旁白、每句有出处的精品知识短片（Claude Code skill · 44 套风格 · 代码逐帧成片） |
-| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | AI 持续扫描攻击面并验证漏洞 | 以 AI 为先的外部攻击面评估：持续发现资产、基于证据验证漏洞，并集成开发者智能体 MCP。 |
-| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | 可视化搭建自主智能体工作流 | 面向可视化工作流和自主智能体的智能体式 AI 平台。可用 Docker 在你自己的电脑或服务器上运行。 |
-| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | 把视频做成一张分镜图 | 面向 DeepSeek Harness 的场景感知分镜：把 9–16 个带编号的格子，连同时间戳、文字稿和音频包络，打包进同一张图（384 个 token）。两个工具… |
-| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 一个密钥调多家模型，含无审查版 | 无审查 AI API 与模型——一个密钥即可调用 Claude、GPT、Gemini、Grok、DeepSeek、GLM 和 Qwen，并在可用时提供无审查和 abliterated 变体。兼容 OpenAI-… |
-| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | 手机上免 Root 跑 AstrBot 和 NapCat | 在 Android 手机上本地部署和管理 AstrBot 与 NapCat，内置 PRoot Ubuntu 运行环境，支持原生管理界面、WebUI、日志、备份恢复和独立更新，无需 Root。 |
-| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | 零基础，从零手写 GPT-2 | 零基础入门大模型（LLM）的基础教程：从零手写 GPT-2，一行行看懂大模型是怎么工作的 / 用 PyTorch 从零开始、一步步构建 GPT-2 |
-| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | 让任何 AI 用你的币安钱包交易 | 让任何 AI 用你自己的币安 AI 钱包交易：秒买秒卖、狙击 Agent 专属发射台（Four、Flap、GANG）、AI 专属 Mint、本机交易页面。币安签名，不碰私钥。免费开源 MIT · 作者：Jacke_pp · 联系：X @Jacke_pp（私信） |
-| [heydeer/pngdeer](https://github.com/heydeer/pngdeer) | 图片更小，画面不变 | 图片更小，画面不变。自动选择画质，把 PNG 压缩成 PNG 或 WebP。在同等画质下，对中位数图片，PNG 输出比 TinyPNG 小 8–12%… |
-| [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo) | 人和智能体都能用的自托管看板 | 自托管的看板，人和智能体都能用。一个 4 MB 的二进制文件，2 毫秒启动，零配置。 |
-| [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence) | 智能体当函数，想法写成程序 | 把智能体当函数，把想法写成程序。原生支持智能体的函数式语言，带 CLI、Web IDE、目标驱动的机器人和实时界面。源码可见；禁止用于 AI 训练。 |
-| [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates) | 每项开发规范只推荐一个工具 | 一份有主见、精挑细选的工具清单，用来落实软件开发规范：每项工作只推荐一个工具，并注明其局限。 |
-| [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night) | 授权安全测试用的本地指纹轮换工具 | 仅本地运行的浏览器指纹与身份轮换工具包，用于经授权的安全测试。支持 Tor/obfs4、一致性配置档、WebRTC/DNS 泄漏防护。 |
+| [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner) | 关掉国产安卓手机里的广告，可还原 | 关掉国产安卓手机系统里的广告、热搜、资讯推荐和营销推送。不 root，可还原，支持 AI 智能体一键执行。 |
+| [wangzan101/Mika](https://github.com/wangzan101/Mika) | 手机上的 AI 助理，替你点 App、上网 | Mika —— 你手机上的私人 AI 助理，替你操作 App、上网、把事办成。一个运行在 Android 本机上的 AI 智能体，替你操作 App 和网页，把事情办好。 |
+| [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research) | 查前苏联地区的家谱，让 AI 帮你翻档案 | 面向 AI 智能体（Codex、Claude Code）的证据优先家谱研究技能：涵盖前苏联地区的教会簿册、民事、军事、流放和政治迫害档案… |
+| [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go) | DeepSeek Harness 装进手机，遥控电脑 | dsh-go —— DeepSeek Harness 装进口袋：手机本机运行，也能遥控你的电脑。 |
+| [qybaihe/bla](https://github.com/qybaihe/bla) | 不想被 AI 逆向，给程序加层防护 | 🛡️ BLA（Blind LLM Agents）—— 对抗式防御盾，保护二进制文件、Electron 应用、JS 包、Python 和 WebAssembly 免受 AI 逆向工程… |
+| [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge) | 一个人设，所有编程智能体通用 | 一个人设，适配多个编程智能体。可在 codex、claude、opencode、grok、omp、hermes、pi、zcode 之间替换或注入系统提示词，并提供本地 Web 控制台。 |
+| [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android) | 手机直接跑 DeepSeek Harness，免 ROOT | 免 ROOT 免 Termux，一个 APK 在安卓手机上跑 DeepSeek Harness。引擎内嵌 App 进程 · 读屏操作 App · 改系统设置 · 定时/条件自动化 · 可选 Shizuku |
+| [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan) | 代码库怎么拼起来的，看这张图 | 看清你的应用究竟是如何拼装在一起的。一张可交互、用通俗英语讲解的代码库地图，由 Claude 或 Codex 绘制。 |
+| [patch-gg/anymove](https://github.com/patch-gg/anymove) | 一段 AI 视频，给任何生物做动作捕捉 | 只用一段 AI 视频，为任何生物做动作捕捉：一个画面里两个机位、DINOv2 关节识别、在两个视角中拟合骨架，输出 GLB。 |
+| [daveebbelaar/bama](https://github.com/daveebbelaar/bama) | 想做 Mac 应用，让智能体技能来帮你 | BAMA：Build Any Mac App（构建任意 Mac 应用）。用 Swift 和 SwiftUI 调研、仿制、设计、构建、优化和测试原生 macOS 应用的智能体技能。 |
+| [shipwords-dev/shipwords](https://github.com/shipwords-dev/shipwords) | 追到新词，一下午上线一个 AI 站 | 为每个新关键词上线一个赚钱的 AI 网站。基于 Cloudflare 的启动模板，含登录认证、积分、支付和 AI 生成。/ 新词站群框架：一个新词一个站，一个下午上线。起量的继续迭代，没起… |
+| [jmanico/grim-prompter](https://github.com/jmanico/grim-prompter) | 让 AI 把仓库面临的威胁理清楚 | 面向 AI 编程智能体的威胁建模：让 Claude Code、Codex 或任何智能体读取你的仓库，生成有证据可追溯的威胁模型。36 种架构，29 种方法，… |
+| [andyhuo520/vibe-knowledge](https://github.com/andyhuo520/vibe-knowledge) | 一个知识点，做成带出处的短片 | Vibe 知识大赏：一个知识点 → 一条有旁白、每句有出处的精品知识短片（Claude Code skill · 44 套风格 · 代码逐帧成片） |
+| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | 从外面看你的系统哪里有洞，并有证据 | 以 AI 为先的外部攻击面评估：持续发现资产、基于证据验证漏洞，并集成开发者智能体 MCP。 |
+| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | 画出 AI 工作流，在自己电脑上跑 | 面向可视化工作流和自主智能体的智能体式 AI 平台。可用 Docker 在你自己的电脑或服务器上运行。 |
+| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | 整段视频，压成一张分镜图 | 面向 DeepSeek Harness 的场景感知分镜：把 9–16 个带编号的格子，连同时间戳、文字稿和音频包络，打包进同一张图（384 个 token）。两个工具… |
+| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 一个密钥，调用多家 AI 模型 | 无审查 AI API 与模型——一个密钥即可调用 Claude、GPT、Gemini、Grok、DeepSeek、GLM 和 Qwen，并在可用时提供无审查和 abliterated 变体。兼容 OpenAI-… |
+| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | 手机跑 AstrBot 和 NapCat，免 Root | 在 Android 手机上本地部署和管理 AstrBot 与 NapCat，内置 PRoot Ubuntu 运行环境，支持原生管理界面、WebUI、日志、备份恢复和独立更新，无需 Root。 |
+| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | 不懂大模型？从零手写 GPT-2 看明白 | 零基础入门大模型（LLM）的基础教程：从零手写 GPT-2，一行行看懂大模型是怎么工作的 / 用 PyTorch 从零开始、一步步构建 GPT-2 |
+| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | 让 AI 用你自己的币安钱包交易 | 让任何 AI 用你自己的币安 AI 钱包交易：秒买秒卖、狙击 Agent 专属发射台（Four、Flap、GANG）、AI 专属 Mint、本机交易页面。币安签名，不碰私钥。免费开源 MIT · 作者：Jacke_pp · 联系：X @Jacke_pp（私信） |
+| [heydeer/pngdeer](https://github.com/heydeer/pngdeer) | 图片变小，画面不变 | 图片更小，画面不变。自动选择画质，把 PNG 压缩成 PNG 或 WebP。在同等画质下，对中位数图片，PNG 输出比 TinyPNG 小 8–12%… |
+| [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo) | 人和智能体一起用的看板，装完即用 | 自托管的看板，人和智能体都能用。一个 4 MB 的二进制文件，2 毫秒启动，零配置。 |
+| [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence) | 想法写成程序，智能体当函数用 | 把智能体当函数，把想法写成程序。原生支持智能体的函数式语言，带 CLI、Web IDE、目标驱动的机器人和实时界面。源码可见；禁止用于 AI 训练。 |
+| [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates) | 每项开发规范，只推荐一个工具 | 一份有主见、精挑细选的工具清单，用来落实软件开发规范：每项工作只推荐一个工具，并注明其局限。 |
+| [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night) | 授权安全测试用的本地指纹轮换 | 仅本地运行的浏览器指纹与身份轮换工具包，用于经授权的安全测试。支持 Tor/obfs4、一致性配置档、WebRTC/DNS 泄漏防护。 |
| [UniteCuttlefishBolt/Canva-Pro](https://github.com/UniteCuttlefishBolt/Canva-Pro) | Canva Pro 2026 已解锁安装包 | Canva Pro 2026：完整的独立安装包，所有功能均已解锁，开箱即用。 |
| [CaretakerPlain/Whale-Tracker](https://github.com/CaretakerPlain/Whale-Tracker) | Whale Tracker 2026 预激活桌面版 | Whale Tracker 2026：预先激活的桌面版，所有功能开箱即用。 |
| [ScorpionHub17/KMS-Pico](https://github.com/ScorpionHub17/KMS-Pico) | Kms Pico Free 2026 预激活桌面版 | Kms Pico Free 2026 完整独立安装包。预先激活的桌面版，开箱即用，安装过程顺畅。 |
@@ -157,13 +157,13 @@
| [SoapmakerShout44/Cinema-4d](https://github.com/SoapmakerShout44/Cinema-4d) | Cinema 4D 工具完整安装包 | 专业 Cinema 4D 实用工具配置，完整独立安装包，让 2026 年的工作流程更高效。 |
| [twilightstonerestore/Glary-Utilities-Pro](https://github.com/twilightstonerestore/Glary-Utilities-Pro) | Glary Utilities Pro 已激活安装包 | Glary Utilities Pro 2026：可直接使用的完整安装程序，所有工具均已激活，可立即在桌面上使用。 |
| [ViceFencerManacle/Camtasia](https://github.com/ViceFencerManacle/Camtasia) | Camtasia 2026 完整安装程序 | Camtasia 2026 可直接使用的完整安装程序，功能齐全，可在桌面上直接运行。 |
-| [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one) | 免费 OSINT：3,100 多个站点查人 | Watson —— 免费的 Windows OSINT 工具：按昵称、邮箱、电话或网站，在 3,100 多个公开站点上搜索人物。让开源情报变得简单：digi… |
-| [thomasunise/argus](https://github.com/thomasunise/argus) | 开源的智能体式安全运营平台 | 开源的智能体式安全运营平台： |
-| [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas) | 带插图的雅思词汇，7,298 词 | 词光 · Word Atlas —— 带插图的雅思词汇，共 7,298 个单词，含英式/美式发音和 FSRS 复习。开源应用 + CC BY 4.0 数据集。 |
-| [D3voz/openjutsu](https://github.com/D3voz/openjutsu) | 一键给视频换角色，本地运行 | 一键为视频换角色：基于 ComfyUI 和 MiniMax H3 构建的开源本地版 Higgsfield Genjutsu 替代方案，并用 FLUX.3 Klein 重新打光。 |
-| [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes) | 录音笔录音转文字、归类、检索 | OpenMinutes · 录音笔工作台：MemoTalk S1 录音的导入 · 转录 · AI 归类 · 检索复盘（Floatboat Workbench 开源实现） |
-| [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion) | 易经六十四卦动画，纯代码制作 | 《易经》六十四卦结构动画 · 完全用代码制作的《易经》六十四卦动态图形（Remotion + React） |
-| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | 按实时菜单和营养搭麦当劳套餐 | M餐搭子：基于麦当劳 MCP 实时菜单与营养数据的智能搭餐 Skill｜在线演示已上线 |
-| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | 跑在自家 Kubernetes 上的 PaaS | 运行在你自己的 Kubernetes 上的自托管 PaaS。 |
-| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | 端到端 DevOps TaskFlow API | 端到端 DevOps TaskFlow API —— FastAPI、PostgreSQL、SQLAlchemy、Alembic、Docker Compose、Pytest 和 GitHub Actions CI、Kubernetes、prometheus、Grafana、helm、k9s、… |
-| [hugues31/duckpad](https://github.com/hugues31/duckpad) | 开源社区应得的数据转换工具 | 开源社区应得的数据转换工具。 |
+| [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one) | 昵称邮箱电话，查遍 3,100 多个站点 | Watson —— 免费的 Windows OSINT 工具：按昵称、邮箱、电话或网站，在 3,100 多个公开站点上搜索人物。让开源情报变得简单：digi… |
+| [thomasunise/argus](https://github.com/thomasunise/argus) | 智能体来管安全运营，开源可用 | 开源的智能体式安全运营平台： |
+| [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas) | 雅思单词配图配发音，共 7,298 个 | 词光 · Word Atlas —— 带插图的雅思词汇，共 7,298 个单词，含英式/美式发音和 FSRS 复习。开源应用 + CC BY 4.0 数据集。 |
+| [D3voz/openjutsu](https://github.com/D3voz/openjutsu) | 视频换角色，一键在本机完成 | 一键为视频换角色：基于 ComfyUI 和 MiniMax H3 构建的开源本地版 Higgsfield Genjutsu 替代方案，并用 FLUX.3 Klein 重新打光。 |
+| [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes) | 录音笔的录音，转成能搜的文字 | OpenMinutes · 录音笔工作台：MemoTalk S1 录音的导入 · 转录 · AI 归类 · 检索复盘（Floatboat Workbench 开源实现） |
+| [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion) | 六十四卦做成动画，全靠代码 | 《易经》六十四卦结构动画 · 完全用代码制作的《易经》六十四卦动态图形（Remotion + React） |
+| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | 吃麦当劳不会搭？按实时菜单和营养来配 | M餐搭子：基于麦当劳 MCP 实时菜单与营养数据的智能搭餐 Skill｜在线演示已上线 |
+| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | 在自家 Kubernetes 上搭一个 PaaS | 运行在你自己的 Kubernetes 上的自托管 PaaS。 |
+| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | 一套从头到尾的 DevOps 任务接口 | 端到端 DevOps TaskFlow API —— FastAPI、PostgreSQL、SQLAlchemy、Alembic、Docker Compose、Pytest 和 GitHub Actions CI、Kubernetes、prometheus、Grafana、helm、k9s、… |
+| [hugues31/duckpad](https://github.com/hugues31/duckpad) | 做数据转换，用开源社区自己的工具 | 开源社区应得的数据转换工具。 |
diff --git a/docs/DETAILS.zh-Hant.md b/docs/DETAILS.zh-Hant.md
index 0a35134..3d5c125 100644
--- a/docs/DETAILS.zh-Hant.md
+++ b/docs/DETAILS.zh-Hant.md
@@ -12,136 +12,136 @@
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
-| [morluto/rea](https://github.com/morluto/rea) | 讓 AI 幫你逆向、復刻任何軟體 | 逆向工程師往往得盯著組合語言看上好幾天，這個工具讓 AI 直接告訴你程式在做什麼。它串接 Ghidra，讓原本看不懂的二進位檔一句話就能說明清楚。 |
-| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 終端裡的免費開源 AI 程式設計助手 | 直接在終端機裡用 AI 寫程式，不必開啟瀏覽器分頁。支援多種模型，可與 Claude Code 和 Codex 一較高下，免費開源。 |
-| [stablyai/orca](https://github.com/stablyai/orca) | 多個 AI 程式設計代理同台比拼 | 在同一台桌上型電腦上同時執行多個 AI 程式設計代理，比較誰寫得更好。每個代理都有自己的工作區，彼此不會互相干擾。 |
-| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | 兩個 AI 互相挑程式碼漏洞 | 讓 AI 審查自己寫的程式碼是否有漏洞，再請第二個 AI 來質疑審查結論。專門針對程式設計代理容易寫出的不安全程式碼。 |
-| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | 像寫網頁一樣做影片 | 像寫網頁一樣寫影片，再交給 AI 算繪成片。程式設計代理也能使用，不必學任何剪輯軟體。 |
-| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | 治好 AI 寫程式碼灌水 | 專治 AI 寫程式時灌水湊數。教它像一位愛偷懶的老手那樣做事：能省則省，非寫不可的部分務必寫對。 |
-| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | 把整個程式碼庫變成一張地圖 | 把整個程式碼庫變成一張地圖，讓 AI 一眼看出哪些檔案呼叫了哪些檔案。大型專案不必再從頭讀到尾。 |
-| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 真能幹活的 AI，資料不出電腦 | 它不是聊天機器人，而是真正能把事情做完的 AI。可跨系統執行、在本機部署，你的資料不會離開你的電腦。 |
-| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | DeepSeek 開源代理，外掛自由拼裝 | DeepSeek 開源的代理 Harness（`dsh`）。一切皆外掛，你可以自行組裝想要的代理。目前為開發者預覽版，可能出現破壞性變更。 |
-| [affaan-m/ECC](https://github.com/affaan-m/ECC) | 給程式設計代理的效能調優套件 | 針對代理 Harness 的效能調校套件：為 Claude Code、Codex、OpenCode、Cursor 等提供技能、習得的直覺、記憶、安全檢查，以及先研究再開發的工作方式。 |
-| [yetone/magpie](https://github.com/yetone/magpie) | 任意程式設計代理，任意模型 | 一個選單列應用程式加上本機閘道，讓任何程式設計代理都能使用任何模型：Claude Code 搭配 Kimi，Codex 搭配 DeepSeek。某個額度用完時，會自動切換到你的下一個帳號。 |
-| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | 讓 AI 代理看到整個網路 | 讓你的 AI 代理看見整個網際網路。一個命令列工具就能讀取和搜尋 Twitter、Reddit、YouTube、GitHub、嗶哩嗶哩和小紅書，零 API 費用。 |
-| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | 讓程式設計代理有審美 | 賦予程式設計代理美感的技能：確立美術風格、使用真實參考圖，並在瀏覽器中檢查成果，讓它們不再產出千篇一律的 AI 登陸頁。 |
-| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | 讓 AI 做的介面更專業 | 一項為程式設計代理帶來設計智慧的 AI 技能，讓它們打造的 UI/UX 在多個平台與框架上都顯得專業。 |
-| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 一個免費入口，接上百個模型 | 免費的 MIT 授權 AI 閘道：一個端點對接數百家供應商和模型，並依額度自動備援切換。支援 Claude Code、Codex、Cursor、OpenCode、Cline 和 Copilot。 |
-| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | 像開公司一樣管理 AI 代理團隊 | 像經營公司一樣管理一組 AI 代理的開源應用程式：分派目標、設定預算，並在同一個儀表板中追蹤工作與成本。如果說 OpenClaw 是一名員工，Paperclip 就是整間公司。 |
-| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | 一鍵切換 AI 程式設計工具的介面 | 適用於 Claude Code、Codex、Gemini CLI、OpenCode、OpenClaw 等的桌面端整合管理工具：一鍵切換 API 供應商，不必手動編輯設定檔就能管理 MCP、技能和提示詞。 |
-| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 會自我改進的 AI 代理 | Nous Research 推出、能自我改進的 AI 代理，內建學習迴圈：從經驗中建立技能，並在工作中持續改進，還能透過 Telegram、Discord、Slack 等管道與你聯繫。 |
-| [NVIDIA/SkillSpector](https://github.com/NVIDIA/SkillSpector) | 裝技能之前，先掃一遍風險 | NVIDIA 推出的 AI 代理技能資安掃描器：在安裝前檢查 Claude Code、Codex 和 MCP 技能中的漏洞、提示詞注入、資料外洩與供應鏈風險。 |
-| [addyosmani/agent-skills](https://github.com/addyosmani/agent-skills) | 把資深工程師的做法教給 AI | 適用於 AI 程式設計代理的產品級工程技能：把資深工程師從規格到上線所用的工作流程與品質關卡打包起來，讓代理每次都照著做。 |
-| [thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) | 讓代理記住上次做過什麼 | 為代理提供跨工作階段的記憶：記錄代理做過的事，用 AI 壓縮，並把相關部分回饋到之後的工作階段中。支援 Claude Code、Codex、Gemini、OpenCode 等。 |
-| [anthropics/skills](https://github.com/anthropics/skills) | Anthropic 官方代理技能庫 | Anthropic 公開的 Agent Skills 儲存庫：由說明、指令碼和資源組成的資料夾，Claude 會依需求載入，涵蓋從創意工作到網頁應用程式測試等場景。可作為你撰寫自己技能的範例與靈感。 |
+| [morluto/rea](https://github.com/morluto/rea) | 看不懂的程式，讓 AI 講給你聽 | 逆向工程師往往得盯著組合語言看上好幾天，這個工具讓 AI 直接告訴你程式在做什麼。它串接 Ghidra，讓原本看不懂的二進位檔一句話就能說明清楚。 |
+| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 不開瀏覽器，終端裡就有 AI 寫程式碼 | 直接在終端機裡用 AI 寫程式，不必開啟瀏覽器分頁。支援多種模型，可與 Claude Code 和 Codex 一較高下，免費開源。 |
+| [stablyai/orca](https://github.com/stablyai/orca) | 幾個 AI 一起寫，誰好用一眼看出 | 在同一台桌上型電腦上同時執行多個 AI 程式設計代理，比較誰寫得更好。每個代理都有自己的工作區，彼此不會互相干擾。 |
+| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI 寫完程式碼，再請一個 AI 挑刺 | 讓 AI 審查自己寫的程式碼是否有漏洞，再請第二個 AI 來質疑審查結論。專門針對程式設計代理容易寫出的不安全程式碼。 |
+| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | 不會剪輯，寫網頁一樣就能出片 | 像寫網頁一樣寫影片，再交給 AI 算繪成片。程式設計代理也能使用，不必學任何剪輯軟體。 |
+| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | 讓 AI 少寫廢程式碼，該寫的寫對 | 專治 AI 寫程式時灌水湊數。教它像一位愛偷懶的老手那樣做事：能省則省，非寫不可的部分務必寫對。 |
+| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | 大專案看不過來，先看這張地圖 | 把整個程式碼庫變成一張地圖，讓 AI 一眼看出哪些檔案呼叫了哪些檔案。大型專案不必再從頭讀到尾。 |
+| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 能把事做完的 AI，資料留在本機 | 它不是聊天機器人，而是真正能把事情做完的 AI。可跨系統執行、在本機部署，你的資料不會離開你的電腦。 |
+| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | 想要什麼代理，用外掛自己拼 | DeepSeek 開源的代理 Harness（`dsh`）。一切皆外掛，你可以自行組裝想要的代理。目前為開發者預覽版，可能出現破壞性變更。 |
+| [affaan-m/ECC](https://github.com/affaan-m/ECC) | 給程式設計 AI 加記憶、技能和安全檢查 | 針對代理 Harness 的效能調校套件：為 Claude Code、Codex、OpenCode、Cursor 等提供技能、習得的直覺、記憶、安全檢查，以及先研究再開發的工作方式。 |
+| [yetone/magpie](https://github.com/yetone/magpie) | 程式設計 AI 換模型，額度用完自動續 | 一個選單列應用程式加上本機閘道，讓任何程式設計代理都能使用任何模型：Claude Code 搭配 Kimi，Codex 搭配 DeepSeek。某個額度用完時，會自動切換到你的下一個帳號。 |
+| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | 推特油管小紅書，AI 都能幫你搜 | 讓你的 AI 代理看見整個網際網路。一個命令列工具就能讀取和搜尋 Twitter、Reddit、YouTube、GitHub、嗶哩嗶哩和小紅書，零 API 費用。 |
+| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | 別再讓 AI 做出千篇一律的頁面 | 賦予程式設計代理美感的技能：確立美術風格、使用真實參考圖，並在瀏覽器中檢查成果，讓它們不再產出千篇一律的 AI 登陸頁。 |
+| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | AI 做的介面，看著像專業設計 | 一項為程式設計代理帶來設計智慧的 AI 技能，讓它們打造的 UI/UX 在多個平台與框架上都顯得專業。 |
+| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 一個入口接幾百個模型，額度自動切 | 免費的 MIT 授權 AI 閘道：一個端點對接數百家供應商和模型，並依額度自動備援切換。支援 Claude Code、Codex、Cursor、OpenCode、Cline 和 Copilot。 |
+| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | 一群 AI 幹活，任務和花費一屏看 | 像經營公司一樣管理一組 AI 代理的開源應用程式：分派目標、設定預算，並在同一個儀表板中追蹤工作與成本。如果說 OpenClaw 是一名員工，Paperclip 就是整間公司。 |
+| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | 換介面不用改配置，一鍵切 | 適用於 Claude Code、Codex、Gemini CLI、OpenCode、OpenClaw 等的桌面端整合管理工具：一鍵切換 API 供應商，不必手動編輯設定檔就能管理 MCP、技能和提示詞。 |
+| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 越用越會幹活的 AI 助手 | Nous Research 推出、能自我改進的 AI 代理，內建學習迴圈：從經驗中建立技能，並在工作中持續改進，還能透過 Telegram、Discord、Slack 等管道與你聯繫。 |
+| [NVIDIA/SkillSpector](https://github.com/NVIDIA/SkillSpector) | 裝 AI 技能前，先查有沒有坑 | NVIDIA 推出的 AI 代理技能資安掃描器：在安裝前檢查 Claude Code、Codex 和 MCP 技能中的漏洞、提示詞注入、資料外洩與供應鏈風險。 |
+| [addyosmani/agent-skills](https://github.com/addyosmani/agent-skills) | 把老工程師的做事規矩教給 AI | 適用於 AI 程式設計代理的產品級工程技能：把資深工程師從規格到上線所用的工作流程與品質關卡打包起來，讓代理每次都照著做。 |
+| [thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) | AI 不再忘記上次做到哪 | 為代理提供跨工作階段的記憶：記錄代理做過的事，用 AI 壓縮，並把相關部分回饋到之後的工作階段中。支援 Claude Code、Codex、Gemini、OpenCode 等。 |
+| [anthropics/skills](https://github.com/anthropics/skills) | Claude 技能怎麼寫，照著官方學 | Anthropic 公開的 Agent Skills 儲存庫：由說明、指令碼和資源組成的資料夾，Claude 會依需求載入，涵蓋從創意工作到網頁應用程式測試等場景。可作為你撰寫自己技能的範例與靈感。 |
### 開發者工具
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
-| [astral-sh/uv](https://github.com/astral-sh/uv) | 極快的 Python 包管理器 | 用 Rust 寫的極速 Python 套件與專案管理器。 |
-| [oven-sh/bun](https://github.com/oven-sh/bun) | JavaScript 一站式工具箱 | 一體化 JavaScript 執行環境與工具箱：執行環境、打包、測試、套件管理。 |
-| [biomejs/biome](https://github.com/biomejs/biome) | 快速的網頁程式碼格式化與檢查 | 面向 Web 專案的高速格式化與檢查工具，涵蓋 JS/TS/JSON/CSS。 |
-| [zed-industries/zed](https://github.com/zed-industries/zed) | 高效能、可多人協作的編輯器 | Atom 與 Tree-sitter 作者打造的高效能多人協作程式碼編輯器。 |
-| [helix-editor/helix](https://github.com/helix-editor/helix) | 自帶 LSP 的模態編輯器 | 內建 LSP、tree-sitter 與多重選取的模態文字編輯器。 |
-| [jdx/mise](https://github.com/jdx/mise) | 一個工具管所有開發工具版本 | 開發工具版本管理器：多語言執行環境與環境管理合一。 |
-| [cli/cli](https://github.com/cli/cli) | GitHub 官方命令列工具 | GitHub 官方命令列工具，用於議題、PR、Actions 等。 |
-| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | 比 grep 更快的遞迴搜尋 | 用正規表達式遞迴搜尋目錄，比 grep 更快。 |
+| [astral-sh/uv](https://github.com/astral-sh/uv) | 裝 Python 包，不用再幹等 | 用 Rust 寫的極速 Python 套件與專案管理器。 |
+| [oven-sh/bun](https://github.com/oven-sh/bun) | 執行打包測試裝包，一個工具全包 | 一體化 JavaScript 執行環境與工具箱：執行環境、打包、測試、套件管理。 |
+| [biomejs/biome](https://github.com/biomejs/biome) | 網頁程式碼格式和檢查，一個工具搞定 | 面向 Web 專案的高速格式化與檢查工具，涵蓋 JS/TS/JSON/CSS。 |
+| [zed-industries/zed](https://github.com/zed-industries/zed) | 開啟就快，還能多人一起寫程式碼 | Atom 與 Tree-sitter 作者打造的高效能多人協作程式碼編輯器。 |
+| [helix-editor/helix](https://github.com/helix-editor/helix) | 不裝一堆外掛，補全高亮都現成 | 內建 LSP、tree-sitter 與多重選取的模態文字編輯器。 |
+| [jdx/mise](https://github.com/jdx/mise) | 各種語言版本，一個工具管齊 | 開發工具版本管理器：多語言執行環境與環境管理合一。 |
+| [cli/cli](https://github.com/cli/cli) | 不開網頁，命令列裡處理 GitHub | GitHub 官方命令列工具，用於議題、PR、Actions 等。 |
+| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | 翻遍整個目錄找文字，比 grep 快 | 用正規表達式遞迴搜尋目錄，比 grep 更快。 |
### 資安
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
-| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | 容器、程式碼儲存庫一站式資安掃描 | 面向容器、檔案系統、Git 儲存庫等的一體化資安掃描器。 |
-| [anchore/grype](https://github.com/anchore/grype) | 給容器映像檔做漏洞掃描 | 面向容器映像與檔案系統的弱點掃描器。 |
-| [semgrep/semgrep](https://github.com/semgrep/semgrep) | 快速掃描程式碼，揪出問題 | 面向多語言的輕量快速靜態分析，找弱點並執行規則。 |
-| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | 用 YAML 模板快速掃漏洞 | 基於簡潔 YAML 範本的高速弱點掃描器。 |
-| [falcosecurity/falco](https://github.com/falcosecurity/falco) | 即時發現雲上異常行為 | 雲原生執行時資安工具，偵測異常行為。 |
-| [google/osv-scanner](https://github.com/google/osv-scanner) | 查查依賴有沒有已知漏洞 | 對照 OSV 資料庫掃描相依套件中的已知弱點。 |
-| [securego/gosec](https://github.com/securego/gosec) | 給 Go 程式碼做安全檢查 | 檢查 Go 原始碼中常見不安全模式的資安檢查器。 |
-| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 簡明實用的資安最佳實務 | OWASP 速查表系列：精煉的資安最佳實務。 |
+| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | 容器和程式碼倉，一次掃完安全問題 | 面向容器、檔案系統、Git 儲存庫等的一體化資安掃描器。 |
+| [anchore/grype](https://github.com/anchore/grype) | 映像檔上線前，先查查有沒有漏洞 | 面向容器映像與檔案系統的弱點掃描器。 |
+| [semgrep/semgrep](https://github.com/semgrep/semgrep) | 程式碼裡的問題，提交前先揪出來 | 面向多語言的輕量快速靜態分析，找弱點並執行規則。 |
+| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | 寫個模板，就能批次掃漏洞 | 基於簡潔 YAML 範本的高速弱點掃描器。 |
+| [falcosecurity/falco](https://github.com/falcosecurity/falco) | 雲上有異常，第一時間知道 | 雲原生執行時資安工具，偵測異常行為。 |
+| [google/osv-scanner](https://github.com/google/osv-scanner) | 用的依賴安不安全，掃一下就知道 | 對照 OSV 資料庫掃描相依套件中的已知弱點。 |
+| [securego/gosec](https://github.com/securego/gosec) | Go 程式碼裡的危險寫法，提前查出 | 檢查 Go 原始碼中常見不安全模式的資安檢查器。 |
+| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 安全該怎麼做，查這幾頁就夠 | OWASP 速查表系列：精煉的資安最佳實務。 |
### Web / 前端
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
-| [vercel/next.js](https://github.com/vercel/next.js) | React 全棧網頁框架 | 面向 Web 的 React 框架：SSR、路由與全端能力。 |
-| [facebook/react](https://github.com/facebook/react) | 搭建網頁與原生介面的庫 | 用於建置 Web 與原生使用者介面的函式庫。 |
-| [vuejs/core](https://github.com/vuejs/core) | 漸進式 JavaScript 框架 | 漸進式 JavaScript 框架的核心執行環境與編譯器。 |
-| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 把框架編譯掉的網頁開發 | 編譯掉框架本身的增強型 Web 應用方案。 |
-| [withastro/astro](https://github.com/withastro/astro) | 少發 JavaScript 的內容站框架 | 面向內容網站的 Web 框架，預設少送 JavaScript。 |
-| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | 用工具類快速搭出定製介面 | 實用優先的 CSS 框架，快速搭建自訂設計。 |
-| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 好看的元件，直接複製進專案 | 設計精美、可直接複製進專案的元件集合。 |
-| [tanstack/query](https://github.com/tanstack/query) | 管好非同步資料的狀態庫 | 面向 TS/JS、React、Vue、Solid 等的強力非同步狀態管理。 |
+| [vercel/next.js](https://github.com/vercel/next.js) | 用 React 做完整網站，從前到後 | 面向 Web 的 React 框架：SSR、路由與全端能力。 |
+| [facebook/react](https://github.com/facebook/react) | 網頁和 App 介面，用同一套寫 | 用於建置 Web 與原生使用者介面的函式庫。 |
+| [vuejs/core](https://github.com/vuejs/core) | 從一個小頁面開始，用多少學多少 | 漸進式 JavaScript 框架的核心執行環境與編譯器。 |
+| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 寫的是框架，跑的是輕巧網頁 | 編譯掉框架本身的增強型 Web 應用方案。 |
+| [withastro/astro](https://github.com/withastro/astro) | 內容網站少帶指令碼，開啟更輕快 | 面向內容網站的 Web 框架，預設少送 JavaScript。 |
+| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | 不寫一大堆 CSS，也能做定製介面 | 實用優先的 CSS 框架，快速搭建自訂設計。 |
+| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 好看的元件，複製進來就能用 | 設計精美、可直接複製進專案的元件集合。 |
+| [tanstack/query](https://github.com/tanstack/query) | 請求資料和快取，交給它管 | 面向 TS/JS、React、Vue、Solid 等的強力非同步狀態管理。 |
### 基礎建設
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
-| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | 生產級容器編排系統 | 產品級容器編排系統。 |
-| [docker/compose](https://github.com/docker/compose) | 定義並執行多容器應用 | 用 Docker 定義並執行多容器應用。 |
-| [hashicorp/terraform](https://github.com/hashicorp/terraform) | 用程式碼管理雲基礎設施 | 用程式碼建置與變更雲端資源的基礎建設即程式碼工具。 |
-| [pulumi/pulumi](https://github.com/pulumi/pulumi) | 用通用程式語言寫基礎設施 | 用通用程式語言寫基礎建設即程式碼。 |
-| [caddyserver/caddy](https://github.com/caddyserver/caddy) | 自動 HTTPS 的快速網頁伺服器 | 快速、跨平台的 Web 伺服器，自動 HTTPS。 |
-| [traefik/traefik](https://github.com/traefik/traefik) | 雲原生反向代理與負載均衡 | 雲原生應用代理 / 反向代理與負載平衡。 |
-| [prometheus/prometheus](https://github.com/prometheus/prometheus) | 系統監控與告警工具包 | 系統監控與告警工具包。 |
-| [grafana/grafana](https://github.com/grafana/grafana) | 指標、日誌、追蹤一站式觀測 | 面向指標、日誌與追蹤的開源可觀測性平台。 |
+| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | 容器多了，部署擴容交給它 | 產品級容器編排系統。 |
+| [docker/compose](https://github.com/docker/compose) | 多個容器寫進一個檔案，一起跑 | 用 Docker 定義並執行多容器應用。 |
+| [hashicorp/terraform](https://github.com/hashicorp/terraform) | 雲資源寫成程式碼，改動有據可查 | 用程式碼建置與變更雲端資源的基礎建設即程式碼工具。 |
+| [pulumi/pulumi](https://github.com/pulumi/pulumi) | 用熟悉的程式語言管雲資源 | 用通用程式語言寫基礎建設即程式碼。 |
+| [caddyserver/caddy](https://github.com/caddyserver/caddy) | 搭網站伺服器，HTTPS 自動配好 | 快速、跨平台的 Web 伺服器，自動 HTTPS。 |
+| [traefik/traefik](https://github.com/traefik/traefik) | 服務多了，流量自動分好 | 雲原生應用代理 / 反向代理與負載平衡。 |
+| [prometheus/prometheus](https://github.com/prometheus/prometheus) | 系統出問題，告警先找到你 | 系統監控與告警工具包。 |
+| [grafana/grafana](https://github.com/grafana/grafana) | 指標日誌追蹤，放進一個面板 | 面向指標、日誌與追蹤的開源可觀測性平台。 |
### 設計 / 創意
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
-| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | 手繪風格的線上白板 | 手繪風格的線上白板，用來畫示意圖。 |
-| [penpot/penpot](https://github.com/penpot/penpot) | 開源的團隊設計與原型平台 | 面向產品團隊的開源設計與原型平台。 |
-| [jgraph/drawio](https://github.com/jgraph/drawio) | 畫流程圖和白板的應用 | 繪圖與白板應用，diagrams.net 的核心。 |
-| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | iOS 上播放 AE 動畫 | 透過 Lottie 在 iOS 上算繪 After Effects 動畫的函式庫。 |
-| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | 網頁上播放 AE 動畫 | 用 Lottie 在網頁上原生算繪 After Effects 動畫。 |
-| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | 最受歡迎的 Tailwind 元件庫 | 最受歡迎的 Tailwind CSS 元件庫。 |
-| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | 社群打造的統一風格圖示庫 | 社群維護的美觀一致圖示工具包。 |
-| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 靈活好用的圖示家族 | 面向介面、示意圖與簡報的靈活圖示家族。 |
+| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | 開啟就畫，像在紙上隨手畫圖 | 手繪風格的線上白板，用來畫示意圖。 |
+| [penpot/penpot](https://github.com/penpot/penpot) | 團隊做設計和原型，用開源的 | 面向產品團隊的開源設計與原型平台。 |
+| [jgraph/drawio](https://github.com/jgraph/drawio) | 流程圖和示意圖，拖拖就畫好 | 繪圖與白板應用，diagrams.net 的核心。 |
+| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | AE 做的動畫，直接放進 iOS | 透過 Lottie 在 iOS 上算繪 After Effects 動畫的函式庫。 |
+| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | AE 做的動畫，直接放進網頁 | 用 Lottie 在網頁上原生算繪 After Effects 動畫。 |
+| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | 用 Tailwind，也有現成元件可挑 | 最受歡迎的 Tailwind CSS 元件庫。 |
+| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | 一套圖示風格統一，拿來就用 | 社群維護的美觀一致圖示工具包。 |
+| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 介面圖示演示，圖示一套夠用 | 面向介面、示意圖與簡報的靈活圖示家族。 |
### 資料
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
-| [duckdb/duckdb](https://github.com/duckdb/duckdb) | 內嵌在應用裡的 SQL 分析資料庫 | 行程內 SQL OLAP 資料庫管理系統。 |
-| [pola-rs/polars](https://github.com/pola-rs/polars) | 極快的 DataFrame 庫 | 面向 Rust 與 Python 的極速 DataFrame 函式庫。 |
-| [apache/arrow](https://github.com/apache/arrow) | 跨語言的記憶體資料分析平台 | 面向記憶體分析的跨語言開發平台。 |
-| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | 用軟體工程方式處理資料倉儲 | 用軟體工程方式在資料倉中轉換資料。 |
-| [apache/superset](https://github.com/apache/superset) | 現代化的資料探索與視覺化 | 現代資料探索與視覺化平台。 |
-| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | 開源列式即時分析資料庫 | 面向即時分析的開源欄式資料庫。 |
-| [apache/kafka](https://github.com/apache/kafka) | 分散式事件流平台 | 分散式事件串流平台。 |
-| [jupyter/notebook](https://github.com/jupyter/notebook) | 可互動的筆記本文件 | 用於建立與分享文件的 Jupyter 互動式筆記本。 |
+| [duckdb/duckdb](https://github.com/duckdb/duckdb) | 不搭資料庫服務，也能跑 SQL 分析 | 行程內 SQL OLAP 資料庫管理系統。 |
+| [pola-rs/polars](https://github.com/pola-rs/polars) | 表格資料處理快，不用幹等 | 面向 Rust 與 Python 的極速 DataFrame 函式庫。 |
+| [apache/arrow](https://github.com/apache/arrow) | 不同語言之間，資料直接通用 | 面向記憶體分析的跨語言開發平台。 |
+| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | 數倉 SQL 也能版本管理和測試 | 用軟體工程方式在資料倉中轉換資料。 |
+| [apache/superset](https://github.com/apache/superset) | 資料看不懂，做成圖就明白 | 現代資料探索與視覺化平台。 |
+| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | 大量資料即時分析，用開源的 | 面向即時分析的開源欄式資料庫。 |
+| [apache/kafka](https://github.com/apache/kafka) | 系統之間傳訊息，穩穩接住 | 分散式事件串流平台。 |
+| [jupyter/notebook](https://github.com/jupyter/notebook) | 程式碼結果和說明，放在一頁裡 | 用於建立與分享文件的 Jupyter 互動式筆記本。 |
## 目前上榜的新儲存庫
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
-| [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner) | 關掉國產安卓手機的廣告推送 | 關閉國產 Android 手機系統裡的廣告、熱搜、資訊推薦和行銷推播。不需 root，可還原，支援 AI 代理一鍵執行。 |
-| [wangzan101/Mika](https://github.com/wangzan101/Mika) | 你手機上的私人 AI 助理 | Mika —— 你手機上的私人 AI 助理，替你操作 App、上網、把事辦成。一個在 Android 本機執行的 AI 代理，替你操作 App 和網頁，把事情辦好。 |
-| [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research) | 用 AI 查前蘇聯地區的家譜檔案 | 面向 AI 代理（Codex、Claude Code）的證據優先家譜研究技能：涵蓋前蘇聯地區的教會簿冊、民事、軍事、流放和政治迫害檔案… |
-| [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go) | DeepSeek Harness 裝進口袋 | dsh-go —— DeepSeek Harness 裝進口袋：手機本機執行，也能遙控你的電腦。 |
-| [qybaihe/bla](https://github.com/qybaihe/bla) | 保護你的程式不被 AI 逆向 | 🛡️ BLA（Blind LLM Agents）—— 對抗式防禦盾，保護二進位檔、Electron 應用程式、JS 套件、Python 和 WebAssembly 免受 AI 逆向工程… |
-| [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge) | 一個人設，通吃多個程式設計代理 | 一個人設，適用多個程式設計代理。可在 codex、claude、opencode、grok、omp、hermes、pi、zcode 之間替換或注入系統提示詞，並提供本機 Web 主控台。 |
-| [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android) | 安卓免 ROOT 跑 DeepSeek Harness | 免 ROOT 免 Termux，一個 APK 就能在 Android 手機上跑 DeepSeek Harness。引擎內嵌於 App 程序 · 讀取螢幕並操作 App · 修改系統設定 · 定時／條件自動化 · 可選用 Shizuku |
-| [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan) | 一張看懂你程式碼庫的地圖 | 看清你的應用程式究竟是如何組合在一起的。一張可互動、用淺顯英文說明的程式碼庫地圖，由 Claude 或 Codex 繪製。 |
-| [patch-gg/anymove](https://github.com/patch-gg/anymove) | 用一段 AI 影片做動作捕捉 | 只用一段 AI 影片，為任何生物做動作捕捉：一個畫面裡兩個機位、DINOv2 關節辨識、在兩個視角中擬合骨架，輸出 GLB。 |
-| [daveebbelaar/bama](https://github.com/daveebbelaar/bama) | 用代理技能造任意 Mac 應用 | BAMA：Build Any Mac App（打造任何 Mac 應用程式）。用 Swift 和 SwiftUI 研究、仿製、設計、建置、最佳化和測試原生 macOS 應用程式的代理技能。 |
-| [shipwords-dev/shipwords](https://github.com/shipwords-dev/shipwords) | 一個新詞，一個賺錢的 AI 網站 | 為每個新關鍵字上線一個賺錢的 AI 網站。基於 Cloudflare 的起始範本，含登入驗證、點數、付款和 AI 生成。/ 新詞站群框架：一個新詞一個站，一個下午上線。起量的繼續迭代，沒起… |
-| [jmanico/grim-prompter](https://github.com/jmanico/grim-prompter) | 讓 AI 給你的儲存庫做威脅建模 | 針對 AI 程式設計代理的威脅建模：讓 Claude Code、Codex 或任何代理讀取你的儲存庫，產生有證據可追溯的威脅模型。36 種架構，29 種方法，… |
-| [andyhuo520/vibe-knowledge](https://github.com/andyhuo520/vibe-knowledge) | 一個知識點，一條帶出處的短片 | Vibe 知識大賞：一個知識點 → 一支有旁白、每句有出處的精品知識短片（Claude Code skill · 44 套風格 · 程式碼逐格成片） |
-| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | AI 持續掃描攻擊面並驗證漏洞 | 以 AI 為先的外部攻擊面評估：持續探索資產、以證據為基礎驗證漏洞，並整合開發者代理 MCP。 |
-| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | 視覺化搭建自主代理工作流程 | 適用於視覺化工作流程與自主代理的代理式 AI 平台。可用 Docker 在你自己的電腦或伺服器上執行。 |
-| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | 把影片做成一張分鏡圖 | 針對 DeepSeek Harness 的場景感知分鏡：把 9–16 個帶編號的格子，連同時間戳記、逐字稿和音訊包絡，打包進同一張圖（384 個 token）。兩個工具… |
-| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 一個金鑰調多家模型，含無審查版 | 無審查 AI API 與模型——一組金鑰即可呼叫 Claude、GPT、Gemini、Grok、DeepSeek、GLM 和 Qwen，並在可用時提供無審查與 abliterated 變體。相容 OpenAI-… |
-| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | 手機上免 Root 跑 AstrBot 和 NapCat | 在 Android 手機上本機部署並管理 AstrBot 與 NapCat，內建 PRoot Ubuntu 執行環境，支援原生管理介面、WebUI、記錄檔、備份還原和獨立更新，無需 Root。 |
-| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | 零基礎，從零手寫 GPT-2 | 零基礎入門大型語言模型（LLM）的基礎教學：從零手寫 GPT-2，一行行看懂大型語言模型是怎麼運作的 / 用 PyTorch 從零開始、一步步建構 GPT-2 |
-| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | 讓任何 AI 用你的幣安錢包交易 | 讓任何 AI 用你自己的幣安 AI 錢包交易：秒買秒賣、狙擊 Agent 專屬發射台（Four、Flap、GANG）、AI 專屬 Mint、本機交易頁面。幣安簽名，不碰私鑰。免費開源 MIT · 作者：Jacke_pp · 聯絡：X @Jacke_pp（私訊） |
-| [heydeer/pngdeer](https://github.com/heydeer/pngdeer) | 圖片更小，畫面不變 | 圖片更小，畫面不變。自動選擇畫質，把 PNG 壓縮成 PNG 或 WebP。在同等畫質下，對中位數圖片，PNG 輸出比 TinyPNG 小 8–12%… |
-| [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo) | 人和代理都能用的自託管看板 | 自行架設的看板，人和代理都能用。一個 4 MB 的二進位檔，2 毫秒啟動，零設定。 |
-| [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence) | 代理當函式，想法寫成程式 | 把代理當函式，把想法寫成程式。原生支援代理的函數式語言，附 CLI、Web IDE、目標導向的機器人和即時介面。原始碼可見；禁止用於 AI 訓練。 |
-| [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates) | 每項開發規範只推薦一個工具 | 一份有主見、精挑細選的工具清單，用來落實軟體開發規範：每項工作只推薦一個工具，並註明其限制。 |
-| [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night) | 授權資安測試用的本機指紋輪換工具 | 僅在本機執行的瀏覽器指紋與身分輪替工具包，用於經授權的安全測試。支援 Tor/obfs4、一致性設定檔、WebRTC/DNS 洩漏防護。 |
+| [rddmwmddr/android-ad-cleaner](https://github.com/rddmwmddr/android-ad-cleaner) | 關掉國產安卓手機裡的廣告，可還原 | 關閉國產 Android 手機系統裡的廣告、熱搜、資訊推薦和行銷推播。不需 root，可還原，支援 AI 代理一鍵執行。 |
+| [wangzan101/Mika](https://github.com/wangzan101/Mika) | 手機上的 AI 助理，替你點 App、上網 | Mika —— 你手機上的私人 AI 助理，替你操作 App、上網、把事辦成。一個在 Android 本機執行的 AI 代理，替你操作 App 和網頁，把事情辦好。 |
+| [DenisSergeevitch/ex-ussr-kinship-research](https://github.com/DenisSergeevitch/ex-ussr-kinship-research) | 查前蘇聯地區的家譜，讓 AI 幫你翻檔案 | 面向 AI 代理（Codex、Claude Code）的證據優先家譜研究技能：涵蓋前蘇聯地區的教會簿冊、民事、軍事、流放和政治迫害檔案… |
+| [ccch1mneyyy/dsh-go](https://github.com/ccch1mneyyy/dsh-go) | DeepSeek Harness 裝進手機，遙控電腦 | dsh-go —— DeepSeek Harness 裝進口袋：手機本機執行，也能遙控你的電腦。 |
+| [qybaihe/bla](https://github.com/qybaihe/bla) | 不想被 AI 逆向，給程式加層防護 | 🛡️ BLA（Blind LLM Agents）—— 對抗式防禦盾，保護二進位檔、Electron 應用程式、JS 套件、Python 和 WebAssembly 免受 AI 逆向工程… |
+| [ZiChuanLan/agent-purge](https://github.com/ZiChuanLan/agent-purge) | 一個人設，所有程式設計代理通用 | 一個人設，適用多個程式設計代理。可在 codex、claude、opencode、grok、omp、hermes、pi、zcode 之間替換或注入系統提示詞，並提供本機 Web 主控台。 |
+| [jackwener/DeepseekHarness-Android](https://github.com/jackwener/DeepseekHarness-Android) | 手機直接跑 DeepSeek Harness，免 ROOT | 免 ROOT 免 Termux，一個 APK 就能在 Android 手機上跑 DeepSeek Harness。引擎內嵌於 App 程序 · 讀取螢幕並操作 App · 修改系統設定 · 定時／條件自動化 · 可選用 Shizuku |
+| [haydenschmitty/floorplan](https://github.com/haydenschmitty/floorplan) | 程式碼庫怎麼拼起來的，看這張圖 | 看清你的應用程式究竟是如何組合在一起的。一張可互動、用淺顯英文說明的程式碼庫地圖，由 Claude 或 Codex 繪製。 |
+| [patch-gg/anymove](https://github.com/patch-gg/anymove) | 一段 AI 影片，給任何生物做動作捕捉 | 只用一段 AI 影片，為任何生物做動作捕捉：一個畫面裡兩個機位、DINOv2 關節辨識、在兩個視角中擬合骨架，輸出 GLB。 |
+| [daveebbelaar/bama](https://github.com/daveebbelaar/bama) | 想做 Mac 應用，讓代理技能來幫你 | BAMA：Build Any Mac App（打造任何 Mac 應用程式）。用 Swift 和 SwiftUI 研究、仿製、設計、建置、最佳化和測試原生 macOS 應用程式的代理技能。 |
+| [shipwords-dev/shipwords](https://github.com/shipwords-dev/shipwords) | 追到新詞，一下午上線一個 AI 站 | 為每個新關鍵字上線一個賺錢的 AI 網站。基於 Cloudflare 的起始範本，含登入驗證、點數、付款和 AI 生成。/ 新詞站群框架：一個新詞一個站，一個下午上線。起量的繼續迭代，沒起… |
+| [jmanico/grim-prompter](https://github.com/jmanico/grim-prompter) | 讓 AI 把倉庫面臨的威脅理清楚 | 針對 AI 程式設計代理的威脅建模：讓 Claude Code、Codex 或任何代理讀取你的儲存庫，產生有證據可追溯的威脅模型。36 種架構，29 種方法，… |
+| [andyhuo520/vibe-knowledge](https://github.com/andyhuo520/vibe-knowledge) | 一個知識點，做成帶出處的短片 | Vibe 知識大賞：一個知識點 → 一支有旁白、每句有出處的精品知識短片（Claude Code skill · 44 套風格 · 程式碼逐格成片） |
+| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | 從外面看你的系統哪裡有洞，並有證據 | 以 AI 為先的外部攻擊面評估：持續探索資產、以證據為基礎驗證漏洞，並整合開發者代理 MCP。 |
+| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | 畫出 AI 工作流程，在自己電腦上跑 | 適用於視覺化工作流程與自主代理的代理式 AI 平台。可用 Docker 在你自己的電腦或伺服器上執行。 |
+| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | 整段影片，壓成一張分鏡圖 | 針對 DeepSeek Harness 的場景感知分鏡：把 9–16 個帶編號的格子，連同時間戳記、逐字稿和音訊包絡，打包進同一張圖（384 個 token）。兩個工具… |
+| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 一個金鑰，呼叫多家 AI 模型 | 無審查 AI API 與模型——一組金鑰即可呼叫 Claude、GPT、Gemini、Grok、DeepSeek、GLM 和 Qwen，並在可用時提供無審查與 abliterated 變體。相容 OpenAI-… |
+| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | 手機跑 AstrBot 和 NapCat，免 Root | 在 Android 手機上本機部署並管理 AstrBot 與 NapCat，內建 PRoot Ubuntu 執行環境，支援原生管理介面、WebUI、記錄檔、備份還原和獨立更新，無需 Root。 |
+| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | 不懂大模型？從零手寫 GPT-2 看明白 | 零基礎入門大型語言模型（LLM）的基礎教學：從零手寫 GPT-2，一行行看懂大型語言模型是怎麼運作的 / 用 PyTorch 從零開始、一步步建構 GPT-2 |
+| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | 讓 AI 用你自己的幣安錢包交易 | 讓任何 AI 用你自己的幣安 AI 錢包交易：秒買秒賣、狙擊 Agent 專屬發射台（Four、Flap、GANG）、AI 專屬 Mint、本機交易頁面。幣安簽名，不碰私鑰。免費開源 MIT · 作者：Jacke_pp · 聯絡：X @Jacke_pp（私訊） |
+| [heydeer/pngdeer](https://github.com/heydeer/pngdeer) | 圖片變小，畫面不變 | 圖片更小，畫面不變。自動選擇畫質，把 PNG 壓縮成 PNG 或 WebP。在同等畫質下，對中位數圖片，PNG 輸出比 TinyPNG 小 8–12%… |
+| [emanuele-em/kanzo](https://github.com/emanuele-em/kanzo) | 人和代理一起用的看板，裝完即用 | 自行架設的看板，人和代理都能用。一個 4 MB 的二進位檔，2 毫秒啟動，零設定。 |
+| [Cattmonkey/ChaosIntelligence](https://github.com/Cattmonkey/ChaosIntelligence) | 想法寫成程式，代理當函式用 | 把代理當函式，把想法寫成程式。原生支援代理的函數式語言，附 CLI、Web IDE、目標導向的機器人和即時介面。原始碼可見；禁止用於 AI 訓練。 |
+| [mokevnin/dev-quality-gates](https://github.com/mokevnin/dev-quality-gates) | 每項開發規範，只推薦一個工具 | 一份有主見、精挑細選的工具清單，用來落實軟體開發規範：每項工作只推薦一個工具，並註明其限制。 |
+| [sanjayadanushka712/Ghost-Night](https://github.com/sanjayadanushka712/Ghost-Night) | 授權資安測試用的本機指紋輪換 | 僅在本機執行的瀏覽器指紋與身分輪替工具包，用於經授權的安全測試。支援 Tor/obfs4、一致性設定檔、WebRTC/DNS 洩漏防護。 |
| [UniteCuttlefishBolt/Canva-Pro](https://github.com/UniteCuttlefishBolt/Canva-Pro) | Canva Pro 2026 已解鎖安裝包 | Canva Pro 2026：完整的獨立安裝包，所有功能均已解鎖，開箱即用。 |
| [CaretakerPlain/Whale-Tracker](https://github.com/CaretakerPlain/Whale-Tracker) | Whale Tracker 2026 預啟用桌面版 | Whale Tracker 2026：預先啟用的桌面版，所有功能開箱即用。 |
| [ScorpionHub17/KMS-Pico](https://github.com/ScorpionHub17/KMS-Pico) | Kms Pico Free 2026 預啟用桌面版 | Kms Pico Free 2026 完整獨立安裝包。預先啟用的桌面版，開箱即用，安裝過程順暢。 |
@@ -157,13 +157,13 @@
| [SoapmakerShout44/Cinema-4d](https://github.com/SoapmakerShout44/Cinema-4d) | Cinema 4D 工具完整安裝包 | 專業 Cinema 4D 實用工具設定，完整獨立安裝包，讓 2026 年的工作流程更有效率。 |
| [twilightstonerestore/Glary-Utilities-Pro](https://github.com/twilightstonerestore/Glary-Utilities-Pro) | Glary Utilities Pro 已啟用安裝包 | Glary Utilities Pro 2026：可直接使用的完整安裝程式，所有工具均已啟用，可立即在桌面上使用。 |
| [ViceFencerManacle/Camtasia](https://github.com/ViceFencerManacle/Camtasia) | Camtasia 2026 完整安裝程式 | Camtasia 2026 可直接使用的完整安裝程式，功能齊全，可在桌面上直接執行。 |
-| [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one) | 免費 OSINT：3,100 多個站點查人 | Watson —— 免費的 Windows OSINT 工具：依暱稱、電子郵件、電話或網站，在 3,100 多個公開網站上搜尋人物。讓開源情報變得簡單：digi… |
-| [thomasunise/argus](https://github.com/thomasunise/argus) | 開源的代理式資安營運平台 | 開源的代理式資安營運平台： |
-| [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas) | 帶插圖的雅思詞彙，7,298 詞 | 詞光 · Word Atlas —— 附插圖的雅思單字，共 7,298 個單字，含英式／美式發音與 FSRS 複習。開源應用程式 + CC BY 4.0 資料集。 |
-| [D3voz/openjutsu](https://github.com/D3voz/openjutsu) | 一鍵給影片換角色，本機執行 | 一鍵為影片換角色：以 ComfyUI 和 MiniMax H3 建構的開源本機版 Higgsfield Genjutsu 替代方案，並用 FLUX.3 Klein 重新打光。 |
-| [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes) | 錄音筆錄音轉文字、歸類、檢索 | OpenMinutes · 錄音筆工作台：MemoTalk S1 錄音的匯入 · 轉錄 · AI 歸類 · 檢索複盤（Floatboat Workbench 開源實作） |
-| [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion) | 易經六十四卦動畫，純程式碼製作 | 《易經》六十四卦結構動畫 · 完全以程式碼製作的《易經》六十四卦動態圖形（Remotion + React） |
-| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | 按即時菜單和營養搭麥當勞套餐 | M餐搭子：基於麥當勞 MCP 即時菜單與營養資料的智慧搭餐 Skill｜線上示範已上線 |
-| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | 跑在自家 Kubernetes 上的 PaaS | 運行在你自己的 Kubernetes 上的自行架設 PaaS。 |
-| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | 端到端 DevOps TaskFlow API | 端到端 DevOps TaskFlow API —— FastAPI、PostgreSQL、SQLAlchemy、Alembic、Docker Compose、Pytest 和 GitHub Actions CI、Kubernetes、prometheus、Grafana、helm、k9s、… |
-| [hugues31/duckpad](https://github.com/hugues31/duckpad) | 開源社群應得的資料轉換工具 | 開源社群值得擁有的資料轉換工具。 |
+| [vaishantsah/watson-AI-osint-all-in-one](https://github.com/vaishantsah/watson-AI-osint-all-in-one) | 暱稱郵箱電話，查遍 3,100 多個站點 | Watson —— 免費的 Windows OSINT 工具：依暱稱、電子郵件、電話或網站，在 3,100 多個公開網站上搜尋人物。讓開源情報變得簡單：digi… |
+| [thomasunise/argus](https://github.com/thomasunise/argus) | 代理來管資安營運，開源可用 | 開源的代理式資安營運平台： |
+| [designfuchen/word-atlas](https://github.com/designfuchen/word-atlas) | 雅思單詞配圖配發音，共 7,298 個 | 詞光 · Word Atlas —— 附插圖的雅思單字，共 7,298 個單字，含英式／美式發音與 FSRS 複習。開源應用程式 + CC BY 4.0 資料集。 |
+| [D3voz/openjutsu](https://github.com/D3voz/openjutsu) | 影片換角色，一鍵在本機完成 | 一鍵為影片換角色：以 ComfyUI 和 MiniMax H3 建構的開源本機版 Higgsfield Genjutsu 替代方案，並用 FLUX.3 Klein 重新打光。 |
+| [floatboatai/OpenMinutes](https://github.com/floatboatai/OpenMinutes) | 錄音筆的錄音，轉成能搜的文字 | OpenMinutes · 錄音筆工作台：MemoTalk S1 錄音的匯入 · 轉錄 · AI 歸類 · 檢索複盤（Floatboat Workbench 開源實作） |
+| [jianxinss/iching-64-motion](https://github.com/jianxinss/iching-64-motion) | 六十四卦做成動畫，全靠程式碼 | 《易經》六十四卦結構動畫 · 完全以程式碼製作的《易經》六十四卦動態圖形（Remotion + React） |
+| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | 吃麥當勞不會搭？按即時菜單和營養來配 | M餐搭子：基於麥當勞 MCP 即時菜單與營養資料的智慧搭餐 Skill｜線上示範已上線 |
+| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | 在自家 Kubernetes 上搭一個 PaaS | 運行在你自己的 Kubernetes 上的自行架設 PaaS。 |
+| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | 一套從頭到尾的 DevOps 任務介面 | 端到端 DevOps TaskFlow API —— FastAPI、PostgreSQL、SQLAlchemy、Alembic、Docker Compose、Pytest 和 GitHub Actions CI、Kubernetes、prometheus、Grafana、helm、k9s、… |
+| [hugues31/duckpad](https://github.com/hugues31/duckpad) | 做資料轉換，用開源社群自己的工具 | 開源社群值得擁有的資料轉換工具。 |
diff --git a/docs/I18N_PIPELINE.md b/docs/I18N_PIPELINE.md
index 2a90544..93d7347 100644
--- a/docs/I18N_PIPELINE.md
+++ b/docs/I18N_PIPELINE.md
@@ -65,6 +65,8 @@ unchanged, as the detailed intro, and every translation stays too: both are list
valid hook, in only the missing languages, go to the model (`HOOK_PROMPT`, which embeds `HOOK_RULE`). Backend:
`I18N_HOOK_BACKEND`, default = the translate backend, so scheduled new repos get a hook in CI too; `tools/polish_local.sh`
uses `agy`. A hook that fails the guard is rejected and the row falls back to the translation until the next run.
+- **Style: ad-grade, eight rules** (`hooks.WRITING_RULES`, embedded in `HOOK_RULE` and so in every hook prompt): (1) start from the reader's trouble, then what the project fixes; (2) only facts the source states; (3) write for someone who has never seen it; (4) one sentence sells one benefit; (5) short, no `!` / `…` / hype; (6) everyday actions and pictures; (7) security / compliance in plain words, cracked or pirated projects never a selling point; (8) a brand name is never the reason. All five languages carry the same meaning and flavour (written as copy in each language, not word-for-word translation). The 70 zh-Hans slogans of 2026-10-31 are kept in `tests/fixtures/slogans_zh.md`.
+- **Old hooks are kept**: when a hook is replaced, the previous one moves to `hook_prev` (same place, never shown); `tests/fixtures/previous_hooks_baseline.json` pins the PR #12 set.
- Hooks are not polished; the polish stage only rewrites the detailed texts.
## 3. Polish
diff --git a/docs/project-governance/CHANGELOG.md b/docs/project-governance/CHANGELOG.md
index f4d5733..9ddd1fc 100644
--- a/docs/project-governance/CHANGELOG.md
+++ b/docs/project-governance/CHANGELOG.md
@@ -26,6 +26,11 @@
- READMEs in all five languages are now a first screen: headline, one sentence, update stamp, the category leaders table (rows link to the category boards), then the category boards. Intro, schedule, "how it is produced", categories table and contributing moved to generated `docs/HOW_IT_WORKS*.md`; the long new-repo explanation moved there too.
- README first screen reworked (generator only): first line `GitHub 涨星榜 / GitHub Risers` (English: `GitHub Risers: Ranked by Stars Gained per Day`), header image `.github/social-preview.png`, three badges (MIT, CI, last updated), website link, three Q&A subheads linking `docs/FAQ.md`, a star prompt, a "how to cite" line (`CITATION.cff`) and a link to `docs/FACTS.md`. Each board shows the top 10 in the README; the full top 20 stays in `latest/`. Those linked files come from the GEO pull request (#9); the generator only links them, and a test checks the FAQ anchors.
+## 2026-10-31 (ad-grade slogans)
+
+- The 70 tracked projects now use the zh-Hans slogan set (pain first, only source facts; `tests/fixtures/slogans_zh.md`); zh-Hant / en / ja / ko were written to carry the same meaning and flavour. The 44 listed new repos were rewritten under the same rules (15 pre-activated installer labels and `t3dotgg/tstack` stay literal).
+- The eight writing rules are part of `HOOK_RULE` / the hook prompt (`hooks.WRITING_RULES`). Previous hooks are kept as `hook_prev`; descriptions and translations are untouched.
+
## 2026-10-30 (one-line hooks)
- Ranking tables show ONE short hook per project (`tools/hooks.py`: zh <= ~15 characters, en <= 60, ja/ko equally short) instead of the full description. Hooks are a separate field (`hook` in `data/projects.json` and inside each `data/translation_library.json` entry); every long description and translation is kept unchanged and listed on the new generated `docs/DETAILS*.md`.
diff --git a/tests/fixtures/previous_hooks_baseline.json b/tests/fixtures/previous_hooks_baseline.json
new file mode 100644
index 0000000..bd08f02
--- /dev/null
+++ b/tests/fixtures/previous_hooks_baseline.json
@@ -0,0 +1,1028 @@
+{
+ "_comment": "The one-line hooks of PR #12 (before the ad-slogan rewrite). tests/test_hooks.py checks that each one is kept as `hook_prev`.",
+ "projects": {
+ "morluto/rea": {
+ "en": "Let AI reverse-engineer and clone any software",
+ "zh-Hans": "让 AI 帮你逆向、复刻任何软件",
+ "zh-Hant": "讓 AI 幫你逆向、復刻任何軟體",
+ "ja": "AI がどんなソフトも解析・再現してくれる",
+ "ko": "AI가 어떤 소프트웨어든 역분석·복제해 준다"
+ },
+ "anomalyco/opencode": {
+ "en": "Free open-source AI coding in your terminal",
+ "zh-Hans": "终端里的免费开源 AI 编程助手",
+ "zh-Hant": "終端裡的免費開源 AI 程式設計助手",
+ "ja": "ターミナルで使える無料の AI コーディング",
+ "ko": "터미널에서 쓰는 무료 오픈 소스 AI 코딩"
+ },
+ "stablyai/orca": {
+ "en": "Run many AI coding agents side by side",
+ "zh-Hans": "多个 AI 编程智能体同台比拼",
+ "zh-Hant": "多個 AI 程式設計代理同台比拼",
+ "ja": "複数の AI コーディングエージェントを並べて比較",
+ "ko": "여러 AI 코딩 에이전트를 나란히 비교"
+ },
+ "cloudflare/security-audit-skill": {
+ "en": "One AI audits the code, a second AI challenges it",
+ "zh-Hans": "两个 AI 互相挑代码漏洞",
+ "zh-Hant": "兩個 AI 互相挑程式碼漏洞",
+ "ja": "2 つの AI がコードの脆弱性を相互チェック",
+ "ko": "AI 두 개가 코드 취약점을 서로 검증"
+ },
+ "heygen-com/hyperframes": {
+ "en": "Write video like a web page, let AI render it",
+ "zh-Hans": "像写网页一样做视频",
+ "zh-Hant": "像寫網頁一樣做影片",
+ "ja": "Web ページを書く感覚で動画を作る",
+ "ko": "웹페이지 쓰듯 영상을 만든다"
+ },
+ "DietrichGebert/ponytail": {
+ "en": "Stops AI from padding its code",
+ "zh-Hans": "治好 AI 写代码灌水",
+ "zh-Hant": "治好 AI 寫程式碼灌水",
+ "ja": "AI のコードの水増しを防ぐ",
+ "ko": "AI의 코드 군더더기를 막아 준다"
+ },
+ "Graphify-Labs/graphify": {
+ "en": "Turn a codebase into a map AI can read",
+ "zh-Hans": "把整个代码库变成一张地图",
+ "zh-Hant": "把整個程式碼庫變成一張地圖",
+ "ja": "コードベースを 1 枚の地図にする",
+ "ko": "코드베이스를 한 장의 지도로"
+ },
+ "openclaw/openclaw": {
+ "en": "An AI that gets work done, on your own machine",
+ "zh-Hans": "真能干活的 AI，数据不出电脑",
+ "zh-Hant": "真能幹活的 AI，資料不出電腦",
+ "ja": "仕事を片付ける AI。データは手元から出ない",
+ "ko": "실제로 일하는 AI, 데이터는 내 컴퓨터에"
+ },
+ "deepseek-ai/deepseek-harness": {
+ "en": "DeepSeek's open-source agent kit, built from plugins",
+ "zh-Hans": "DeepSeek 开源智能体，插件自由拼装",
+ "zh-Hant": "DeepSeek 開源代理，外掛自由拼裝",
+ "ja": "DeepSeek 公式のプラグイン式エージェント基盤",
+ "ko": "DeepSeek의 플러그인형 오픈 소스 에이전트"
+ },
+ "affaan-m/ECC": {
+ "en": "Performance tune-up kit for coding agents",
+ "zh-Hans": "给编程智能体的性能调优套件",
+ "zh-Hant": "給程式設計代理的效能調優套件",
+ "ja": "コーディングエージェントの性能チューニング集",
+ "ko": "코딩 에이전트 성능 튜닝 키트"
+ },
+ "yetone/magpie": {
+ "en": "Use any model in any coding agent",
+ "zh-Hans": "任意编程智能体，任意模型",
+ "zh-Hant": "任意程式設計代理，任意模型",
+ "ja": "どのエージェントでも好きなモデルを使える",
+ "ko": "어떤 코딩 에이전트든 원하는 모델로"
+ },
+ "Panniantong/Agent-Reach": {
+ "en": "Give your AI agent eyes on the whole internet",
+ "zh-Hans": "让 AI 智能体看到整个互联网",
+ "zh-Hant": "讓 AI 代理看到整個網路",
+ "ja": "AI エージェントにネット全体を見せる",
+ "ko": "AI 에이전트가 인터넷 전체를 보게 한다"
+ },
+ "Leonxlnx/taste-skill": {
+ "en": "Give coding agents good design taste",
+ "zh-Hans": "让编程智能体有审美",
+ "zh-Hant": "讓程式設計代理有審美",
+ "ja": "コーディングエージェントにデザインの美意識を",
+ "ko": "코딩 에이전트에게 디자인 감각을"
+ },
+ "nextlevelbuilder/ui-ux-pro-max-skill": {
+ "en": "Make AI-built UIs look professional",
+ "zh-Hans": "让 AI 做的界面更专业",
+ "zh-Hant": "讓 AI 做的介面更專業",
+ "ja": "AI が作る UI をプロ品質に",
+ "ko": "AI가 만든 UI를 전문가 수준으로"
+ },
+ "cheaper-inference/OmniRoute": {
+ "en": "One free gateway to hundreds of AI models",
+ "zh-Hans": "一个免费入口，接上百个模型",
+ "zh-Hant": "一個免費入口，接上百個模型",
+ "ja": "無料の入口 1 つで何百ものモデルを使える",
+ "ko": "무료 게이트웨이 하나로 수백 개 모델"
+ },
+ "paperclipai/paperclip": {
+ "en": "Run a team of AI agents like a company",
+ "zh-Hans": "像开公司一样管理 AI 智能体团队",
+ "zh-Hant": "像開公司一樣管理 AI 代理團隊",
+ "ja": "AI エージェントを会社のように運営",
+ "ko": "AI 에이전트 팀을 회사처럼 운영"
+ },
+ "farion1231/cc-switch": {
+ "en": "Switch AI coding tools' API providers in one click",
+ "zh-Hans": "一键切换 AI 编程工具的接口",
+ "zh-Hant": "一鍵切換 AI 程式設計工具的介面",
+ "ja": "AI コーディングツールの API をワンクリック切替",
+ "ko": "AI 코딩 도구의 API를 원클릭 전환"
+ },
+ "NousResearch/hermes-agent": {
+ "en": "A self-improving AI agent that learns skills",
+ "zh-Hans": "会自我改进的 AI 智能体",
+ "zh-Hant": "會自我改進的 AI 代理",
+ "ja": "自分で改善していく AI エージェント",
+ "ko": "스스로 개선하는 AI 에이전트"
+ },
+ "NVIDIA/SkillSpector": {
+ "en": "Scan AI agent skills for risks before you install",
+ "zh-Hans": "装技能之前，先扫一遍风险",
+ "zh-Hant": "裝技能之前，先掃一遍風險",
+ "ja": "エージェントスキルを入れる前にリスク検査",
+ "ko": "에이전트 스킬 설치 전 위험 검사"
+ },
+ "addyosmani/agent-skills": {
+ "en": "Senior-engineer habits for your coding agent",
+ "zh-Hans": "把资深工程师的做法教给 AI",
+ "zh-Hant": "把資深工程師的做法教給 AI",
+ "ja": "シニアエンジニアの流儀を AI に教える",
+ "ko": "시니어 엔지니어의 방식을 AI에게"
+ },
+ "thedotmack/claude-mem": {
+ "en": "Gives AI agents memory across sessions",
+ "zh-Hans": "让智能体记住上次做过什么",
+ "zh-Hant": "讓代理記住上次做過什麼",
+ "ja": "エージェントがセッションをまたいで覚える",
+ "ko": "에이전트가 세션을 넘어 기억한다"
+ },
+ "anthropics/skills": {
+ "en": "Anthropic's public Agent Skills examples",
+ "zh-Hans": "Anthropic 官方智能体技能库",
+ "zh-Hant": "Anthropic 官方代理技能庫",
+ "ja": "Anthropic 公開のエージェントスキル集",
+ "ko": "Anthropic 공개 에이전트 스킬 모음"
+ },
+ "astral-sh/uv": {
+ "en": "Blazing-fast Python package manager",
+ "zh-Hans": "极快的 Python 包管理器",
+ "zh-Hant": "極快的 Python 包管理器",
+ "ja": "超高速な Python パッケージ管理",
+ "ko": "초고속 Python 패키지 관리자"
+ },
+ "oven-sh/bun": {
+ "en": "All-in-one JavaScript runtime and toolkit",
+ "zh-Hans": "JavaScript 一站式工具箱",
+ "zh-Hant": "JavaScript 一站式工具箱",
+ "ja": "オールインワンの JavaScript 実行環境",
+ "ko": "올인원 JavaScript 런타임"
+ },
+ "biomejs/biome": {
+ "en": "Fast formatter and linter for web code",
+ "zh-Hans": "快速的网页代码格式化与检查",
+ "zh-Hant": "快速的網頁程式碼格式化與檢查",
+ "ja": "高速な Web 向けフォーマッター兼リンター",
+ "ko": "빠른 웹 코드 포매터 겸 린터"
+ },
+ "zed-industries/zed": {
+ "en": "A fast code editor you can share with others",
+ "zh-Hans": "高性能、可多人协作的编辑器",
+ "zh-Hant": "高效能、可多人協作的編輯器",
+ "ja": "高速で共同編集もできるコードエディタ",
+ "ko": "빠르고 함께 편집하는 코드 에디터"
+ },
+ "helix-editor/helix": {
+ "en": "Modal editor with LSP built in",
+ "zh-Hans": "自带 LSP 的模态编辑器",
+ "zh-Hant": "自帶 LSP 的模態編輯器",
+ "ja": "LSP 内蔵のモーダルエディタ",
+ "ko": "LSP 내장 모달 에디터"
+ },
+ "jdx/mise": {
+ "en": "One tool for all your dev tool versions",
+ "zh-Hans": "一个工具管所有开发工具版本",
+ "zh-Hant": "一個工具管所有開發工具版本",
+ "ja": "開発ツールのバージョンを 1 つで管理",
+ "ko": "개발 도구 버전을 하나로 관리"
+ },
+ "cli/cli": {
+ "en": "GitHub in your terminal, from GitHub itself",
+ "zh-Hans": "GitHub 官方命令行工具",
+ "zh-Hant": "GitHub 官方命令列工具",
+ "ja": "GitHub 公式のコマンドラインツール",
+ "ko": "GitHub 공식 커맨드라인 도구"
+ },
+ "BurntSushi/ripgrep": {
+ "en": "Regex search, faster than grep",
+ "zh-Hans": "比 grep 更快的递归搜索",
+ "zh-Hant": "比 grep 更快的遞迴搜尋",
+ "ja": "grep より速い正規表現検索",
+ "ko": "grep보다 빠른 정규식 검색"
+ },
+ "aquasecurity/trivy": {
+ "en": "One scanner for containers and code repos",
+ "zh-Hans": "容器、代码仓库一站式安全扫描",
+ "zh-Hant": "容器、程式碼儲存庫一站式資安掃描",
+ "ja": "コンテナもリポジトリもまとめて安全スキャン",
+ "ko": "컨테이너와 저장소를 한 번에 보안 스캔"
+ },
+ "anchore/grype": {
+ "en": "Scan container images for vulnerabilities",
+ "zh-Hans": "给容器镜像做漏洞扫描",
+ "zh-Hant": "給容器映像檔做漏洞掃描",
+ "ja": "コンテナイメージの脆弱性をスキャン",
+ "ko": "컨테이너 이미지 취약점 스캔"
+ },
+ "semgrep/semgrep": {
+ "en": "Fast code scanning to catch bugs",
+ "zh-Hans": "快速扫描代码，揪出问题",
+ "zh-Hant": "快速掃描程式碼，揪出問題",
+ "ja": "高速コードスキャンでバグを発見",
+ "ko": "빠른 코드 스캔으로 버그 찾기"
+ },
+ "projectdiscovery/nuclei": {
+ "en": "Fast vulnerability scanner driven by YAML templates",
+ "zh-Hans": "用 YAML 模板快速扫漏洞",
+ "zh-Hant": "用 YAML 模板快速掃漏洞",
+ "ja": "YAML テンプレートで高速に脆弱性スキャン",
+ "ko": "YAML 템플릿으로 빠른 취약점 스캔"
+ },
+ "falcosecurity/falco": {
+ "en": "Spot suspicious activity in the cloud at runtime",
+ "zh-Hans": "实时发现云上异常行为",
+ "zh-Hant": "即時發現雲上異常行為",
+ "ja": "クラウドの不審な動きを実行時に検知",
+ "ko": "클라우드의 이상 행동을 실시간 탐지"
+ },
+ "google/osv-scanner": {
+ "en": "Check your dependencies for known vulnerabilities",
+ "zh-Hans": "查查依赖有没有已知漏洞",
+ "zh-Hant": "查查依賴有沒有已知漏洞",
+ "ja": "依存パッケージの既知の脆弱性をチェック",
+ "ko": "의존성의 알려진 취약점 점검"
+ },
+ "securego/gosec": {
+ "en": "Find insecure patterns in your Go code",
+ "zh-Hans": "给 Go 代码做安全检查",
+ "zh-Hant": "給 Go 程式碼做安全檢查",
+ "ja": "Go コードの危険なパターンを検出",
+ "ko": "Go 코드의 위험한 패턴 검사"
+ },
+ "OWASP/CheatSheetSeries": {
+ "en": "Short, practical security best practices",
+ "zh-Hans": "简明实用的安全最佳实践",
+ "zh-Hant": "簡明實用的資安最佳實務",
+ "ja": "短くて実用的なセキュリティの定石",
+ "ko": "간결한 보안 모범 사례 모음"
+ },
+ "vercel/next.js": {
+ "en": "The React framework for full-stack web apps",
+ "zh-Hans": "React 全栈网页框架",
+ "zh-Hant": "React 全棧網頁框架",
+ "ja": "React のフルスタック Web フレームワーク",
+ "ko": "React 풀스택 웹 프레임워크"
+ },
+ "facebook/react": {
+ "en": "Build web and native UIs",
+ "zh-Hans": "搭建网页与原生界面的库",
+ "zh-Hant": "搭建網頁與原生介面的庫",
+ "ja": "Web とネイティブの UI を作るライブラリ",
+ "ko": "웹과 네이티브 UI를 만드는 라이브러리"
+ },
+ "vuejs/core": {
+ "en": "The progressive JavaScript framework",
+ "zh-Hans": "渐进式 JavaScript 框架",
+ "zh-Hant": "漸進式 JavaScript 框架",
+ "ja": "プログレッシブな JavaScript フレームワーク",
+ "ko": "점진적 JavaScript 프레임워크"
+ },
+ "sveltejs/svelte": {
+ "en": "Web apps with the framework compiled away",
+ "zh-Hans": "把框架编译掉的网页开发",
+ "zh-Hant": "把框架編譯掉的網頁開發",
+ "ja": "フレームワークをコンパイルで消す Web 開発",
+ "ko": "프레임워크를 컴파일로 지우는 웹 개발"
+ },
+ "withastro/astro": {
+ "en": "Content sites that ship less JavaScript",
+ "zh-Hans": "少发 JavaScript 的内容站框架",
+ "zh-Hant": "少發 JavaScript 的內容站框架",
+ "ja": "JavaScript を減らすコンテンツサイト向け",
+ "ko": "JavaScript를 덜 보내는 콘텐츠 사이트"
+ },
+ "tailwindlabs/tailwindcss": {
+ "en": "Build custom designs with utility CSS classes",
+ "zh-Hans": "用工具类快速搭出定制界面",
+ "zh-Hant": "用工具類快速搭出定製介面",
+ "ja": "ユーティリティ CSS で素早くデザイン",
+ "ko": "유틸리티 CSS로 빠르게 디자인"
+ },
+ "shadcn-ui/ui": {
+ "en": "Beautiful components you copy into your app",
+ "zh-Hans": "好看的组件，直接复制进项目",
+ "zh-Hant": "好看的元件，直接複製進專案",
+ "ja": "コピーして使える美しい UI コンポーネント",
+ "ko": "복사해서 쓰는 예쁜 UI 컴포넌트"
+ },
+ "tanstack/query": {
+ "en": "Async state management for React, Vue and more",
+ "zh-Hans": "管好异步数据的状态库",
+ "zh-Hant": "管好非同步資料的狀態庫",
+ "ja": "非同期ステートを管理するライブラリ",
+ "ko": "비동기 상태를 관리하는 라이브러리"
+ },
+ "kubernetes/kubernetes": {
+ "en": "Production-grade container orchestration",
+ "zh-Hans": "生产级容器编排系统",
+ "zh-Hant": "生產級容器編排系統",
+ "ja": "本番運用向けコンテナオーケストレーション",
+ "ko": "프로덕션급 컨테이너 오케스트레이션"
+ },
+ "docker/compose": {
+ "en": "Define and run multi-container apps",
+ "zh-Hans": "定义并运行多容器应用",
+ "zh-Hant": "定義並執行多容器應用",
+ "ja": "複数コンテナのアプリを定義して実行",
+ "ko": "다중 컨테이너 앱 정의·실행"
+ },
+ "hashicorp/terraform": {
+ "en": "Manage cloud infrastructure as code",
+ "zh-Hans": "用代码管理云基础设施",
+ "zh-Hant": "用程式碼管理雲基礎設施",
+ "ja": "クラウド基盤をコードで管理",
+ "ko": "클라우드 인프라를 코드로 관리"
+ },
+ "pulumi/pulumi": {
+ "en": "Infrastructure as code in real programming languages",
+ "zh-Hans": "用通用编程语言写基础设施",
+ "zh-Hant": "用通用程式語言寫基礎設施",
+ "ja": "汎用プログラミング言語でインフラを記述",
+ "ko": "범용 프로그래밍 언어로 인프라 구성"
+ },
+ "caddyserver/caddy": {
+ "en": "Web server with automatic HTTPS",
+ "zh-Hans": "自动 HTTPS 的快速网页服务器",
+ "zh-Hant": "自動 HTTPS 的快速網頁伺服器",
+ "ja": "自動 HTTPS 対応の高速 Web サーバー",
+ "ko": "자동 HTTPS를 지원하는 빠른 웹 서버"
+ },
+ "traefik/traefik": {
+ "en": "Cloud-native reverse proxy and load balancer",
+ "zh-Hans": "云原生反向代理与负载均衡",
+ "zh-Hant": "雲原生反向代理與負載均衡",
+ "ja": "クラウドネイティブなリバースプロキシ",
+ "ko": "클라우드 네이티브 리버스 프록시"
+ },
+ "prometheus/prometheus": {
+ "en": "Systems monitoring and alerting toolkit",
+ "zh-Hans": "系统监控与告警工具包",
+ "zh-Hant": "系統監控與告警工具包",
+ "ja": "システム監視とアラートのツールキット",
+ "ko": "시스템 모니터링·알림 툴킷"
+ },
+ "grafana/grafana": {
+ "en": "Open observability for metrics, logs and traces",
+ "zh-Hans": "指标、日志、链路一站式观测",
+ "zh-Hant": "指標、日誌、追蹤一站式觀測",
+ "ja": "メトリクス・ログ・トレースをまとめて可視化",
+ "ko": "메트릭·로그·트레이스를 한곳에서"
+ },
+ "excalidraw/excalidraw": {
+ "en": "A virtual whiteboard with a hand-drawn look",
+ "zh-Hans": "手绘风格的在线白板",
+ "zh-Hant": "手繪風格的線上白板",
+ "ja": "手描き風のバーチャルホワイトボード",
+ "ko": "손으로 그린 듯한 가상 화이트보드"
+ },
+ "penpot/penpot": {
+ "en": "Open-source design and prototyping for teams",
+ "zh-Hans": "开源的团队设计与原型平台",
+ "zh-Hant": "開源的團隊設計與原型平台",
+ "ja": "チーム向けオープンソースのデザインツール",
+ "ko": "팀을 위한 오픈 소스 디자인·프로토타입"
+ },
+ "jgraph/drawio": {
+ "en": "A diagram and whiteboard app",
+ "zh-Hans": "画流程图和白板的应用",
+ "zh-Hant": "畫流程圖和白板的應用",
+ "ja": "作図とホワイトボードのアプリ",
+ "ko": "다이어그램·화이트보드 앱"
+ },
+ "lottiefiles/lottie-ios": {
+ "en": "Play After Effects animations in iOS apps",
+ "zh-Hans": "iOS 上播放 AE 动画",
+ "zh-Hant": "iOS 上播放 AE 動畫",
+ "ja": "After Effects のアニメを iOS で再生",
+ "ko": "After Effects 애니메이션을 iOS에서"
+ },
+ "airbnb/lottie-web": {
+ "en": "Play After Effects animations on the web",
+ "zh-Hans": "网页上播放 AE 动画",
+ "zh-Hant": "網頁上播放 AE 動畫",
+ "ja": "After Effects のアニメを Web で再生",
+ "ko": "After Effects 애니메이션을 웹에서"
+ },
+ "saadeghi/daisyui": {
+ "en": "The most popular Tailwind CSS component library",
+ "zh-Hans": "最受欢迎的 Tailwind 组件库",
+ "zh-Hant": "最受歡迎的 Tailwind 元件庫",
+ "ja": "最も人気の Tailwind CSS コンポーネント集",
+ "ko": "가장 인기 있는 Tailwind 컴포넌트 라이브러리"
+ },
+ "lucide-icons/lucide": {
+ "en": "Clean, consistent icons made by the community",
+ "zh-Hans": "社区打造的统一风格图标库",
+ "zh-Hant": "社群打造的統一風格圖示庫",
+ "ja": "コミュニティ製の統一感あるアイコン集",
+ "ko": "커뮤니티가 만든 일관된 아이콘"
+ },
+ "phosphor-icons/homepage": {
+ "en": "A flexible icon family for any interface",
+ "zh-Hans": "灵活好用的图标家族",
+ "zh-Hant": "靈活好用的圖示家族",
+ "ja": "柔軟に使えるアイコンファミリー",
+ "ko": "유연하게 쓰는 아이콘 패밀리"
+ },
+ "duckdb/duckdb": {
+ "en": "A SQL analytics database that runs inside your app",
+ "zh-Hans": "内嵌在应用里的 SQL 分析数据库",
+ "zh-Hant": "內嵌在應用裡的 SQL 分析資料庫",
+ "ja": "アプリ内で動く SQL 分析データベース",
+ "ko": "앱 안에서 도는 SQL 분석 데이터베이스"
+ },
+ "pola-rs/polars": {
+ "en": "Lightning-fast DataFrames for Rust and Python",
+ "zh-Hans": "极快的 DataFrame 库",
+ "zh-Hant": "極快的 DataFrame 庫",
+ "ja": "超高速な DataFrame ライブラリ",
+ "ko": "초고속 DataFrame 라이브러리"
+ },
+ "apache/arrow": {
+ "en": "Fast in-memory analytics across languages",
+ "zh-Hans": "跨语言的内存数据分析平台",
+ "zh-Hant": "跨語言的記憶體資料分析平台",
+ "ja": "言語をまたぐインメモリ分析基盤",
+ "ko": "언어를 넘나드는 인메모리 분석 플랫폼"
+ },
+ "dbt-labs/dbt-core": {
+ "en": "Transform warehouse data like a software engineer",
+ "zh-Hans": "用软件工程方式处理数据仓库",
+ "zh-Hant": "用軟體工程方式處理資料倉儲",
+ "ja": "ソフトウェア開発の流儀でデータを変換",
+ "ko": "소프트웨어 엔지니어링 방식으로 데이터 변환"
+ },
+ "apache/superset": {
+ "en": "Modern data exploration and charts",
+ "zh-Hans": "现代化的数据探索与可视化",
+ "zh-Hant": "現代化的資料探索與視覺化",
+ "ja": "モダンなデータ探索・可視化プラットフォーム",
+ "ko": "현대적인 데이터 탐색·시각화 플랫폼"
+ },
+ "ClickHouse/ClickHouse": {
+ "en": "Open-source database for real-time analytics",
+ "zh-Hans": "开源列式实时分析数据库",
+ "zh-Hant": "開源列式即時分析資料庫",
+ "ja": "オープンソースの列指向リアルタイム分析 DB",
+ "ko": "오픈 소스 실시간 분석용 컬럼 DB"
+ },
+ "apache/kafka": {
+ "en": "Distributed event streaming platform",
+ "zh-Hans": "分布式事件流平台",
+ "zh-Hant": "分散式事件流平台",
+ "ja": "分散型イベントストリーミング基盤",
+ "ko": "분산 이벤트 스트리밍 플랫폼"
+ },
+ "jupyter/notebook": {
+ "en": "Interactive notebooks for creating and sharing documents",
+ "zh-Hans": "可交互的笔记本文档",
+ "zh-Hant": "可互動的筆記本文件",
+ "ja": "対話型ノートブックで文書を作って共有",
+ "ko": "대화형 노트북으로 문서 작성·공유"
+ }
+ },
+ "library": {
+ "AshReinvigorate/Microsoft-Office": {
+ "41944f2cf9d4": {
+ "en": "Office 2026 installer, listed as pre-activated",
+ "zh-Hans": "Office 2026 预激活安装包",
+ "zh-Hant": "Office 2026 預啟用安裝包",
+ "ja": "Office 2026 の事前アクティベート済みインストーラー",
+ "ko": "Office 2026 사전 활성화 설치 파일"
+ }
+ },
+ "CaretakerPlain/Whale-Tracker": {
+ "db84e52126bc": {
+ "en": "Whale Tracker 2026, pre-activated desktop edition",
+ "zh-Hans": "Whale Tracker 2026 预激活桌面版",
+ "zh-Hant": "Whale Tracker 2026 預啟用桌面版",
+ "ja": "Whale Tracker 2026 事前アクティベート済みデスクトップ版",
+ "ko": "Whale Tracker 2026 사전 활성화 데스크톱판"
+ }
+ },
+ "Cattmonkey/ChaosIntelligence": {
+ "4220589e496d": {
+ "en": "Agents as functions, ideas as programs",
+ "zh-Hans": "智能体当函数，想法写成程序",
+ "zh-Hant": "代理當函式，想法寫成程式",
+ "ja": "エージェントを関数に、アイデアをプログラムに",
+ "ko": "에이전트를 함수로, 아이디어를 프로그램으로"
+ }
+ },
+ "ChannelCooperStart/capri-ai": {
+ "98b87d5d0bc7": {
+ "en": "An Edgerunners-inspired AI agent for your desktop",
+ "zh-Hans": "《边缘行者》风格的桌面 AI 智能体",
+ "zh-Hant": "《邊緣行者》風格的桌面 AI 代理",
+ "ja": "『エッジランナーズ』風のデスクトップ AI エージェント",
+ "ko": "엣지러너 풍 데스크톱 AI 에이전트"
+ }
+ },
+ "D3voz/openjutsu": {
+ "9563d416c7c1": {
+ "en": "One-click character swap in videos, run locally",
+ "zh-Hans": "一键给视频换角色，本地运行",
+ "zh-Hant": "一鍵給影片換角色，本機執行",
+ "ja": "動画のキャラをワンクリックで差し替え",
+ "ko": "영상 속 캐릭터를 원클릭으로 교체"
+ }
+ },
+ "DenisSergeevitch/ex-ussr-kinship-research": {
+ "0acb87efff3a": {
+ "en": "AI genealogy research for former-USSR records",
+ "zh-Hans": "用 AI 查前苏联地区的家谱档案",
+ "zh-Hant": "用 AI 查前蘇聯地區的家譜檔案",
+ "ja": "旧ソ連圏の家系調査を AI が支援",
+ "ko": "구소련 지역 가계 조사를 돕는 AI"
+ }
+ },
+ "Fangludisclose/SystemCare-Pro": {
+ "d5bc5d1a9b0c": {
+ "en": "Systemcare Pro 2026 installer, all features activated",
+ "zh-Hans": "Systemcare Pro 已激活安装包",
+ "zh-Hant": "Systemcare Pro 已啟用安裝包",
+ "ja": "Systemcare Pro 2026 アクティベート済みインストーラー",
+ "ko": "Systemcare Pro 2026 전체 기능 활성화 설치 파일"
+ }
+ },
+ "FormHalberdierSouk/SoundPad": {
+ "52e358e00d02": {
+ "en": "Soundpad 2026 installer with audio plugins",
+ "zh-Hans": "Soundpad 2026 音频插件完整安装包",
+ "zh-Hant": "Soundpad 2026 音訊外掛完整安裝包",
+ "ja": "Soundpad 2026 音声プラグイン入りインストーラー",
+ "ko": "Soundpad 2026 오디오 플러그인 설치 파일"
+ }
+ },
+ "JunWan666/astrbot-for-android": {
+ "d3cccd167bef": {
+ "en": "Run AstrBot and NapCat on your phone, no root",
+ "zh-Hans": "手机上免 Root 跑 AstrBot 和 NapCat",
+ "zh-Hant": "手機上免 Root 跑 AstrBot 和 NapCat",
+ "ja": "スマホで AstrBot と NapCat を Root なしで実行",
+ "ko": "루팅 없이 폰에서 AstrBot·NapCat 실행"
+ }
+ },
+ "Lostbrocreate/Adobe-InDesign": {
+ "a3ddeafcf196": {
+ "en": "2026 publishing installer, full working build",
+ "zh-Hans": "2026 出版方案完整安装程序",
+ "zh-Hant": "2026 出版方案完整安裝程式",
+ "ja": "2026 年版の出版用インストーラー",
+ "ko": "2026 출판용 전체 설치 파일"
+ }
+ },
+ "MiniMax-AI/mcode-stack": {
+ "f06ec0f214f8": {
+ "en": "How the MiniMax Code team builds MiniMax Code",
+ "zh-Hans": "MiniMax Code 团队的工作流与技能",
+ "zh-Hant": "MiniMax Code 團隊的工作流程與技能",
+ "ja": "MiniMax Code チームが実際に使うワークフロー",
+ "ko": "MiniMax Code 팀이 쓰는 워크플로와 스킬"
+ }
+ },
+ "Phantomeidemonstrate/AnyDesk": {
+ "744a0281fcb8": {
+ "en": "AnyDesk 2026 installer for remote desktop",
+ "zh-Hans": "AnyDesk 2026 远程桌面安装程序",
+ "zh-Hant": "AnyDesk 2026 遠端桌面安裝程式",
+ "ja": "AnyDesk 2026 リモートデスクトップ用インストーラー",
+ "ko": "AnyDesk 2026 원격 데스크톱 설치 파일"
+ }
+ },
+ "PhoenixRetreat/Wondshare-Recoverit": {
+ "91bb2e34919c": {
+ "en": "Recoverit 2026 installer, all features activated",
+ "zh-Hans": "Recoverit 2026 已激活安装程序",
+ "zh-Hant": "Recoverit 2026 已啟用安裝程式",
+ "ja": "Recoverit 2026 全機能アクティベート済みインストーラー",
+ "ko": "Recoverit 2026 전체 기능 활성화 설치 파일"
+ }
+ },
+ "SAOS-3624/dsh-video-storyboard": {
+ "e4ff78f9cb72": {
+ "en": "Pack a video into one storyboard image",
+ "zh-Hans": "把视频做成一张分镜图",
+ "zh-Hant": "把影片做成一張分鏡圖",
+ "ja": "動画を 1 枚の絵コンテ画像にまとめる",
+ "ko": "영상을 한 장의 스토리보드 이미지로"
+ }
+ },
+ "ScorpionHub17/KMS-Pico": {
+ "28a1da717842": {
+ "en": "Kms Pico Free 2026, pre-activated desktop edition",
+ "zh-Hans": "Kms Pico Free 2026 预激活桌面版",
+ "zh-Hant": "Kms Pico Free 2026 預啟用桌面版",
+ "ja": "Kms Pico Free 2026 事前アクティベート済みデスクトップ版",
+ "ko": "Kms Pico Free 2026 사전 활성화 데스크톱판"
+ }
+ },
+ "SoapmakerShout44/Cinema-4d": {
+ "20ff8cbf1e03": {
+ "en": "Cinema 4D utility setup, full standalone install",
+ "zh-Hans": "Cinema 4D 工具完整安装包",
+ "zh-Hant": "Cinema 4D 工具完整安裝包",
+ "ja": "Cinema 4D ユーティリティの完全版インストール",
+ "ko": "Cinema 4D 유틸리티 독립 설치 패키지"
+ }
+ },
+ "Sourcecladrag/Windows-Optimizer": {
+ "b45309a78c09": {
+ "en": "Windows Optimizer 2026 installer with system tweaks",
+ "zh-Hans": "Windows Optimizer 系统调优安装包",
+ "zh-Hant": "Windows Optimizer 系統調優安裝包",
+ "ja": "Windows Optimizer 2026 システム調整インストーラー",
+ "ko": "Windows Optimizer 2026 시스템 튜닝 설치 파일"
+ }
+ },
+ "UniteCuttlefishBolt/Canva-Pro": {
+ "2317b000f904": {
+ "en": "Canva Pro 2026 installer, all features unlocked",
+ "zh-Hans": "Canva Pro 2026 已解锁安装包",
+ "zh-Hant": "Canva Pro 2026 已解鎖安裝包",
+ "ja": "Canva Pro 2026 全機能アンロック済みインストーラー",
+ "ko": "Canva Pro 2026 전체 기능 잠금 해제 설치 파일"
+ }
+ },
+ "ViceFencerManacle/Camtasia": {
+ "1eec45a23144": {
+ "en": "Camtasia 2026 full working installer",
+ "zh-Hans": "Camtasia 2026 完整安装程序",
+ "zh-Hant": "Camtasia 2026 完整安裝程式",
+ "ja": "Camtasia 2026 の完全版インストーラー",
+ "ko": "Camtasia 2026 전체 설치 파일"
+ }
+ },
+ "ZiChuanLan/agent-purge": {
+ "e98448904fac": {
+ "en": "One persona across many coding agents",
+ "zh-Hans": "一个人设，通吃多个编程智能体",
+ "zh-Hant": "一個人設，通吃多個程式設計代理",
+ "ja": "1 つのペルソナを複数のコーディングエージェントで",
+ "ko": "하나의 페르소나를 여러 코딩 에이전트에"
+ }
+ },
+ "aa1143/NamiGPT": {
+ "0d949887546b": {
+ "en": "Build GPT-2 from scratch, line by line",
+ "zh-Hans": "零基础，从零手写 GPT-2",
+ "zh-Hant": "零基礎，從零手寫 GPT-2",
+ "ja": "ゼロから GPT-2 を手書きして LLM を理解",
+ "ko": "처음부터 GPT-2를 직접 만들며 배우는 LLM"
+ }
+ },
+ "andyhuo520/digital-human-koubo": {
+ "07d898e09358": {
+ "en": "Make talking-head AI videos from one photo",
+ "zh-Hans": "一张照片生成 AI 数字人口播视频",
+ "zh-Hant": "一張照片生成 AI 數位人口播影片",
+ "ja": "1 枚の写真から AI デジタルヒューマン動画",
+ "ko": "사진 한 장으로 AI 디지털 휴먼 영상"
+ }
+ },
+ "andyhuo520/vibe-knowledge": {
+ "09f577c63726": {
+ "en": "Turn one fact into a short video with sources",
+ "zh-Hans": "一个知识点，一条带出处的短片",
+ "zh-Hant": "一個知識點，一條帶出處的短片",
+ "ja": "1 つの知識を出典つきの短編動画に",
+ "ko": "지식 하나를 출처 있는 짧은 영상으로"
+ }
+ },
+ "anonnerdfrenzy/survival-llm": {
+ "a758c5dca530": {
+ "en": "A free offline AI assistant and survival library",
+ "zh-Hans": "断网也能用的免费 AI 生存知识库",
+ "zh-Hant": "斷網也能用的免費 AI 生存知識庫",
+ "ja": "ネット不要で使える無料の AI 生存ライブラリ",
+ "ko": "인터넷 없이 쓰는 무료 AI 생존 라이브러리"
+ }
+ },
+ "ccch1mneyyy/dsh-go": {
+ "7d7e0dde3d15": {
+ "en": "DeepSeek Harness in your pocket",
+ "zh-Hans": "DeepSeek Harness 装进口袋",
+ "zh-Hant": "DeepSeek Harness 裝進口袋",
+ "ja": "DeepSeek Harness をポケットに",
+ "ko": "DeepSeek Harness를 주머니 속에"
+ }
+ },
+ "daveebbelaar/bama": {
+ "c6a5974ecb20": {
+ "en": "Build any Mac app with agent skills",
+ "zh-Hans": "用智能体技能造任意 Mac 应用",
+ "zh-Hant": "用代理技能造任意 Mac 應用",
+ "ja": "エージェントスキルで好きな Mac アプリを作る",
+ "ko": "에이전트 스킬로 원하는 Mac 앱을 만든다"
+ }
+ },
+ "davemessew/AgentFlux": {
+ "84997ea85061": {
+ "en": "Visual workflows and autonomous agents, self-hosted",
+ "zh-Hans": "可视化搭建自主智能体工作流",
+ "zh-Hant": "視覺化搭建自主代理工作流程",
+ "ja": "ビジュアルでエージェント型ワークフローを構築",
+ "ko": "시각적으로 만드는 자율 에이전트 워크플로"
+ }
+ },
+ "designfuchen/word-atlas": {
+ "5096668083c7": {
+ "en": "Illustrated IELTS vocabulary, 7,298 words",
+ "zh-Hans": "带插图的雅思词汇，7,298 词",
+ "zh-Hant": "帶插圖的雅思詞彙，7,298 詞",
+ "ja": "挿絵つき IELTS 単語 7,298 語",
+ "ko": "삽화로 배우는 IELTS 어휘 7,298개"
+ }
+ },
+ "emanuele-em/kanzo": {
+ "6fa085cecdf0": {
+ "en": "A tiny self-hosted kanban for humans and agents",
+ "zh-Hans": "人和智能体都能用的自托管看板",
+ "zh-Hant": "人和代理都能用的自託管看板",
+ "ja": "人とエージェントが使えるセルフホスト看板",
+ "ko": "사람과 에이전트가 함께 쓰는 셀프 호스팅 칸반"
+ }
+ },
+ "floatboatai/OpenMinutes": {
+ "9298847c1e08": {
+ "en": "Voice recorder workbench: transcribe, sort, search",
+ "zh-Hans": "录音笔录音转文字、归类、检索",
+ "zh-Hant": "錄音筆錄音轉文字、歸類、檢索",
+ "ja": "録音を文字起こし・分類・検索できる作業台",
+ "ko": "녹음을 변환·분류·검색하는 워크벤치"
+ }
+ },
+ "haydenschmitty/floorplan": {
+ "0d7b5039191e": {
+ "en": "A plain-English map of how your app fits together",
+ "zh-Hans": "一张看懂你代码库的地图",
+ "zh-Hant": "一張看懂你程式碼庫的地圖",
+ "ja": "コードベースの全体像を 1 枚の地図に",
+ "ko": "코드베이스 구조를 한눈에 보는 지도"
+ }
+ },
+ "hevnsnt/CVEngine": {
+ "010ac25c3371": {
+ "en": "AI attack-surface scans with evidence-backed findings",
+ "zh-Hans": "AI 持续扫描攻击面并验证漏洞",
+ "zh-Hant": "AI 持續掃描攻擊面並驗證漏洞",
+ "ja": "AI が攻撃対象領域を継続調査し脆弱性を検証",
+ "ko": "AI가 공격 표면을 지속 점검하고 취약점 검증"
+ }
+ },
+ "heydeer/pngdeer": {
+ "0ad1c81042db": {
+ "en": "Smaller PNGs, same picture",
+ "zh-Hans": "图片更小，画面不变",
+ "zh-Hant": "圖片更小，畫面不變",
+ "ja": "画質そのまま、PNG をもっと小さく",
+ "ko": "화질은 그대로, PNG는 더 작게"
+ }
+ },
+ "hugues31/duckpad": {
+ "fe7d2b29ab2a": {
+ "en": "The data transformation tool open source deserves",
+ "zh-Hans": "开源社区应得的数据转换工具",
+ "zh-Hant": "開源社群應得的資料轉換工具",
+ "ja": "オープンソースにふさわしいデータ変換ツール",
+ "ko": "오픈 소스 커뮤니티를 위한 데이터 변환 도구"
+ }
+ },
+ "jacke-pp/ai-wallet-binance": {
+ "f3d5b873580c": {
+ "en": "Let any AI trade with your Binance AI wallet",
+ "zh-Hans": "让任何 AI 用你的币安钱包交易",
+ "zh-Hant": "讓任何 AI 用你的幣安錢包交易",
+ "ja": "あらゆる AI があなたの Binance AI ウォレットで取引",
+ "ko": "어떤 AI든 내 바이낸스 AI 지갑으로 거래"
+ }
+ },
+ "jackwener/DeepseekHarness-Android": {
+ "5b96b25575cb": {
+ "en": "Run DeepSeek Harness on Android, no root",
+ "zh-Hans": "安卓免 ROOT 跑 DeepSeek Harness",
+ "zh-Hant": "安卓免 ROOT 跑 DeepSeek Harness",
+ "ja": "ROOT なしで Android に DeepSeek Harness",
+ "ko": "루팅 없이 안드로이드에서 DeepSeek Harness"
+ }
+ },
+ "jianxinss/iching-64-motion": {
+ "dd5cbe769420": {
+ "en": "Animated I Ching hexagrams, made entirely in code",
+ "zh-Hans": "易经六十四卦动画，纯代码制作",
+ "zh-Hant": "易經六十四卦動畫，純程式碼製作",
+ "ja": "易経六十四卦のアニメ、すべてコードで制作",
+ "ko": "주역 64괘 애니메이션, 전부 코드로"
+ }
+ },
+ "jmanico/grim-prompter": {
+ "63f0f920065f": {
+ "en": "AI agents build a threat model of your repo",
+ "zh-Hans": "让 AI 给你的仓库做威胁建模",
+ "zh-Hant": "讓 AI 給你的儲存庫做威脅建模",
+ "ja": "AI エージェントがリポジトリの脅威モデルを作成",
+ "ko": "AI 에이전트가 저장소 위협 모델을 작성"
+ }
+ },
+ "konlu/story-studio": {
+ "9b110a07e181": {
+ "en": "From topic to JianYing draft, short video in one stop",
+ "zh-Hans": "从选题到剪映草稿，一站出短视频",
+ "zh-Hant": "從選題到剪映草稿，一站出短影片",
+ "ja": "題材選びから剪映の下書きまで一気通貫",
+ "ko": "주제 선정부터 JianYing 초안까지 한 번에"
+ }
+ },
+ "mochiiwuff/capri-desktop": {
+ "425253e2de0a": {
+ "en": "Capri lives on your desktop, narrating Claude Code",
+ "zh-Hans": "住在桌面上，实时解说 Claude Code",
+ "zh-Hant": "住在桌面上，即時解說 Claude Code",
+ "ja": "デスクトップに住み、Claude Code を実況",
+ "ko": "데스크톱에 사는 Claude Code 해설자"
+ }
+ },
+ "mokevnin/dev-quality-gates": {
+ "49c698e5bd32": {
+ "en": "One recommended tool per job to enforce standards",
+ "zh-Hans": "每项开发规范只推荐一个工具",
+ "zh-Hant": "每項開發規範只推薦一個工具",
+ "ja": "開発規約ごとに推奨ツールを 1 つだけ紹介",
+ "ko": "개발 규범마다 추천 도구 하나만"
+ }
+ },
+ "morganlinton/BeautifulRust": {
+ "a5480f24d64a": {
+ "en": "Teach coding agents to write idiomatic Rust",
+ "zh-Hans": "教 AI 写出地道的 Rust",
+ "zh-Hant": "教 AI 寫出地道的 Rust",
+ "ja": "AI に慣用的な Rust を書かせる",
+ "ko": "AI에게 관용적인 Rust를 가르친다"
+ }
+ },
+ "nodedevelopersack/Cubase": {
+ "e4e70a0685b8": {
+ "en": "Cubase 13 installer, listed as pre-activated",
+ "zh-Hans": "Cubase 13 预激活安装版",
+ "zh-Hant": "Cubase 13 預啟用安裝版",
+ "ja": "Cubase 13 事前アクティベート済みインストーラー",
+ "ko": "Cubase 13 사전 활성화 설치판"
+ }
+ },
+ "patch-gg/anymove": {
+ "eeffd1cbf6fb": {
+ "en": "Motion capture for any creature from one AI video",
+ "zh-Hans": "用一段 AI 视频做动作捕捉",
+ "zh-Hant": "用一段 AI 影片做動作捕捉",
+ "ja": "AI 動画 1 本でどんな生き物もモーキャプ",
+ "ko": "AI 영상 하나로 어떤 생물이든 모션 캡처"
+ }
+ },
+ "qybaihe/bla": {
+ "426182b4d222": {
+ "en": "Shield your code from AI reverse-engineering",
+ "zh-Hans": "保护你的程序不被 AI 逆向",
+ "zh-Hant": "保護你的程式不被 AI 逆向",
+ "ja": "AI によるリバースエンジニアリングからコードを守る",
+ "ko": "AI 리버스 엔지니어링으로부터 코드 보호"
+ }
+ },
+ "rddmwmddr/android-ad-cleaner": {
+ "e3d2e2d0e0c1": {
+ "en": "Switch off ads and pushes on Chinese Android phones",
+ "zh-Hans": "关掉国产安卓手机的广告推送",
+ "zh-Hant": "關掉國產安卓手機的廣告推送",
+ "ja": "中国メーカー製 Android の広告と通知をオフ",
+ "ko": "중국산 안드로이드 폰의 광고·푸시 끄기"
+ }
+ },
+ "routerhubSI/uncensored-ai-api": {
+ "66c2f1401a12": {
+ "en": "One key for many AI models, uncensored variants too",
+ "zh-Hans": "一个密钥调多家模型，含无审查版",
+ "zh-Hant": "一個金鑰調多家模型，含無審查版",
+ "ja": "1 つのキーで複数モデル、無審査版も",
+ "ko": "키 하나로 여러 모델, 무검열 버전 포함"
+ }
+ },
+ "sanjayadanushka712/Ghost-Night": {
+ "d9560e9d5334": {
+ "en": "Local browser fingerprint rotation for security tests",
+ "zh-Hans": "授权安全测试用的本地指纹轮换工具",
+ "zh-Hant": "授權資安測試用的本機指紋輪換工具",
+ "ja": "認可済みセキュリティテスト用の指紋切り替えツール",
+ "ko": "보안 테스트용 로컬 브라우저 핑거프린트 로테이션"
+ }
+ },
+ "sanjayadanushka712/TaskFlow": {
+ "c03fda0c6415": {
+ "en": "End-to-end DevOps TaskFlow API",
+ "zh-Hans": "端到端 DevOps TaskFlow API",
+ "zh-Hant": "端到端 DevOps TaskFlow API",
+ "ja": "エンドツーエンドの DevOps TaskFlow API",
+ "ko": "엔드투엔드 DevOps TaskFlow API"
+ }
+ },
+ "scarletscreengrasp/Uttorent": {
+ "e0f79c8f9f48": {
+ "en": "Uttorent 2026 full working installer",
+ "zh-Hans": "Uttorent 2026 完整安装程序",
+ "zh-Hant": "Uttorent 2026 完整安裝程式",
+ "ja": "Uttorent 2026 完全版インストーラー",
+ "ko": "Uttorent 2026 전체 설치 파일"
+ }
+ },
+ "shipwords-dev/shipwords": {
+ "f5a7f45302ae": {
+ "en": "A money-making AI site for every new keyword",
+ "zh-Hans": "一个新词，一个赚钱的 AI 网站",
+ "zh-Hant": "一個新詞，一個賺錢的 AI 網站",
+ "ja": "新ワードごとに稼ぐ AI サイトを 1 つ",
+ "ko": "새 키워드마다 돈 되는 AI 사이트 하나"
+ }
+ },
+ "t3dotgg/tstack": {
+ "32630c525219": {
+ "en": "The agent skills I use every day",
+ "zh-Hans": "我每天都在用的智能体技能",
+ "zh-Hant": "我每天都在用的代理技能",
+ "ja": "毎日使っているエージェントスキル",
+ "ko": "매일 쓰는 에이전트 스킬 모음"
+ }
+ },
+ "thomasunise/argus": {
+ "128f0e9249bd": {
+ "en": "Open-source agentic security operations platform",
+ "zh-Hans": "开源的智能体式安全运营平台",
+ "zh-Hant": "開源的代理式資安營運平台",
+ "ja": "オープンソースのエージェント型セキュリティ運用基盤",
+ "ko": "오픈 소스 에이전틱 보안 운영 플랫폼"
+ }
+ },
+ "twilightstonerestore/Glary-Utilities-Pro": {
+ "266bcb6f2e83": {
+ "en": "Glary Utilities Pro 2026 installer, tools activated",
+ "zh-Hans": "Glary Utilities Pro 已激活安装包",
+ "zh-Hant": "Glary Utilities Pro 已啟用安裝包",
+ "ja": "Glary Utilities Pro 2026 有効化済みインストーラー",
+ "ko": "Glary Utilities Pro 2026 도구 활성화 설치 파일"
+ }
+ },
+ "vaishantsah/watson-AI-osint-all-in-one": {
+ "95f188830685": {
+ "en": "Free OSINT: search people across 3,100+ sites",
+ "zh-Hans": "免费 OSINT：3,100 多个站点查人",
+ "zh-Hant": "免費 OSINT：3,100 多個站點查人",
+ "ja": "無料 OSINT、3,100 以上のサイトで人物検索",
+ "ko": "무료 OSINT, 3,100개 이상 사이트에서 인물 검색"
+ }
+ },
+ "wangrongding/tv-fresh": {
+ "19581adbd0c3": {
+ "en": "Remove ads from Xiaomi TV, no root, reversible",
+ "zh-Hans": "小米电视去广告，免 root 可逆",
+ "zh-Hant": "小米電視去廣告，免 root 可逆",
+ "ja": "Xiaomi TV の広告を root なしで除去、元に戻せる",
+ "ko": "샤오미 TV 광고 제거, 루팅 불필요·복원 가능"
+ }
+ },
+ "wangzan101/Mika": {
+ "fbc4ac54e724": {
+ "en": "A personal AI that operates your phone for you",
+ "zh-Hans": "你手机上的私人 AI 助理",
+ "zh-Hant": "你手機上的私人 AI 助理",
+ "ja": "スマホで代わりに動いてくれる専属 AI",
+ "ko": "내 폰에서 대신 일해 주는 개인 AI 비서"
+ }
+ },
+ "xanthichi/mcd-meal-mate": {
+ "60ecf917868f": {
+ "en": "Smart McDonald's meal pairing from live menu data",
+ "zh-Hans": "按实时菜单和营养搭麦当劳套餐",
+ "zh-Hant": "按即時菜單和營養搭麥當勞套餐",
+ "ja": "マクドナルドの最新メニューと栄養で賢くセット選び",
+ "ko": "맥도날드 실시간 메뉴·영양으로 조합 추천"
+ }
+ },
+ "zeabur-oss/zeabur": {
+ "001d514c66e3": {
+ "en": "Self-hosted PaaS on your own Kubernetes",
+ "zh-Hans": "跑在自家 Kubernetes 上的 PaaS",
+ "zh-Hant": "跑在自家 Kubernetes 上的 PaaS",
+ "ja": "自前の Kubernetes で動くセルフホスト PaaS",
+ "ko": "내 Kubernetes에서 돌리는 셀프 호스팅 PaaS"
+ }
+ }
+ }
+}
diff --git a/tests/fixtures/slogans_zh.md b/tests/fixtures/slogans_zh.md
new file mode 100644
index 0000000..a36f311
--- /dev/null
+++ b/tests/fixtures/slogans_zh.md
@@ -0,0 +1,85 @@
+# GitHub 飙升榜 · 广告级 slogan（中文）
+
+| repo | 旧一句话 | 新 slogan | 打中的痛点（半句） |
+|---|---|---|---|
+| morluto/rea | 让 AI 帮你逆向、复刻任何软件 | 看不懂的程序，让 AI 讲给你听 | 盯汇编好几天还看不懂 |
+| anomalyco/opencode | 终端里的免费开源 AI 编程助手 | 不开浏览器，终端里就有 AI 写代码 | 写代码还要来回切网页 |
+| stablyai/orca | 多个 AI 编程智能体同台比拼 | 几个 AI 一起写，谁好用一眼看出 | 不知道哪个 AI 写得好 |
+| cloudflare/security-audit-skill | 两个 AI 互相挑代码漏洞 | AI 写完代码，再请一个 AI 挑刺 | AI 写的代码不敢放心用 |
+| heygen-com/hyperframes | 像写网页一样做视频 | 不会剪辑，写网页一样就能出片 | 学剪辑软件太费劲 |
+| DietrichGebert/ponytail | 治好 AI 写代码灌水 | 让 AI 少写废代码，该写的写对 | AI 写代码爱凑字数 |
+| Graphify-Labs/graphify | 把整个代码库变成一张地图 | 大项目看不过来，先看这张地图 | 代码太多不知从哪读 |
+| openclaw/openclaw | 真能干活的 AI，数据不出电脑 | 能把事做完的 AI，数据留在本机 | 怕数据上传，又嫌 AI 只会聊天 |
+| deepseek-ai/deepseek-harness | DeepSeek 开源智能体，插件自由拼装 | 想要什么智能体，用插件自己拼 | 现成智能体总差点意思 |
+| affaan-m/ECC | 给编程智能体的性能调优套件 | 给编程 AI 加记忆、技能和安全检查 | 编程 AI 用着不够顺手 |
+| yetone/magpie | 任意编程智能体，任意模型 | 编程 AI 换模型，额度用完自动续 | 额度一用完就得停工 |
+| Panniantong/Agent-Reach | 让 AI 智能体看到整个互联网 | 推特油管小红书，AI 都能帮你搜 | AI 看不到各大平台内容 |
+| Leonxlnx/taste-skill | 让编程智能体有审美 | 别再让 AI 做出千篇一律的页面 | AI 做的页面一个模样 |
+| nextlevelbuilder/ui-ux-pro-max-skill | 让 AI 做的界面更专业 | AI 做的界面，看着像专业设计 | AI 做的界面不够专业 |
+| cheaper-inference/OmniRoute | 一个免费入口，接上百个模型 | 一个入口接几百个模型，额度自动切 | 模型太多，接入切换麻烦 |
+| paperclipai/paperclip | 像开公司一样管理 AI 智能体团队 | 一群 AI 干活，任务和花费一屏看 | AI 多了管不过来 |
+| farion1231/cc-switch | 一键切换 AI 编程工具的接口 | 换接口不用改配置，一键切 | 手动改配置文件太烦 |
+| NousResearch/hermes-agent | 会自我改进的 AI 智能体 | 越用越会干活的 AI 助手 | AI 每次都从头学 |
+| NVIDIA/SkillSpector | 装技能之前，先扫一遍风险 | 装 AI 技能前，先查有没有坑 | 怕装上来路不明的技能 |
+| addyosmani/agent-skills | 把资深工程师的做法教给 AI | 把老工程师的做事规矩教给 AI | AI 干活没章法 |
+| thedotmack/claude-mem | 让智能体记住上次做过什么 | AI 不再忘记上次做到哪 | 每次开新会话都得重讲 |
+| anthropics/skills | Anthropic 官方智能体技能库 | Claude 技能怎么写，照着官方学 | 不知道技能该怎么写 |
+| astral-sh/uv | 极快的 Python 包管理器 | 装 Python 包，不用再干等 | 装包装环境太慢 |
+| oven-sh/bun | JavaScript 一站式工具箱 | 运行打包测试装包，一个工具全包 | JS 工具链装一堆 |
+| biomejs/biome | 快速的网页代码格式化与检查 | 网页代码格式和检查，一个工具搞定 | 格式化检查要配好几个工具 |
+| zed-industries/zed | 高性能、可多人协作的编辑器 | 打开就快，还能多人一起写代码 | 编辑器卡，协作不方便 |
+| helix-editor/helix | 自带 LSP 的模态编辑器 | 不装一堆插件，补全高亮都现成 | 编辑器插件配到崩溃 |
+| jdx/mise | 一个工具管所有开发工具版本 | 各种语言版本，一个工具管齐 | 版本管理器装了一堆 |
+| cli/cli | GitHub 官方命令行工具 | 不开网页，命令行里处理 GitHub | 提 PR 看议题要切网页 |
+| BurntSushi/ripgrep | 比 grep 更快的递归搜索 | 翻遍整个目录找文字，比 grep 快 | 大目录搜东西太慢 |
+| aquasecurity/trivy | 容器、代码仓库一站式安全扫描 | 容器和代码仓，一次扫完安全问题 | 安全检查要换好几个工具 |
+| anchore/grype | 给容器镜像做漏洞扫描 | 镜像上线前，先查查有没有漏洞 | 不知道镜像里藏没藏漏洞 |
+| semgrep/semgrep | 快速扫描代码，揪出问题 | 代码里的问题，提交前先揪出来 | 问题上线后才发现 |
+| projectdiscovery/nuclei | 用 YAML 模板快速扫漏洞 | 写个模板，就能批量扫漏洞 | 漏洞检查全靠手动 |
+| falcosecurity/falco | 实时发现云上异常行为 | 云上有异常，第一时间知道 | 出事了才后知后觉 |
+| google/osv-scanner | 查查依赖有没有已知漏洞 | 用的依赖安不安全，扫一下就知道 | 不清楚依赖有没有漏洞 |
+| securego/gosec | 给 Go 代码做安全检查 | Go 代码里的危险写法，提前查出 | Go 代码安全靠肉眼看 |
+| OWASP/CheatSheetSeries | 简明实用的安全最佳实践 | 安全该怎么做，查这几页就够 | 安全规范太多看不完 |
+| vercel/next.js | React 全栈网页框架 | 用 React 做完整网站，从前到后 | 前后端要拼好几套 |
+| facebook/react | 搭建网页与原生界面的库 | 网页和 App 界面，用同一套写 | 网页和 App 要分开学 |
+| vuejs/core | 渐进式 JavaScript 框架 | 从一个小页面开始，用多少学多少 | 框架太重，上手太难 |
+| sveltejs/svelte | 把框架编译掉的网页开发 | 写的是框架，跑的是轻巧网页 | 框架代码太臃肿 |
+| withastro/astro | 少发 JavaScript 的内容站框架 | 内容网站少带脚本，打开更轻快 | 内容站被脚本拖慢 |
+| tailwindlabs/tailwindcss | 用工具类快速搭出定制界面 | 不写一大堆 CSS，也能做定制界面 | 手写 CSS 又慢又乱 |
+| shadcn-ui/ui | 好看的组件，直接复制进项目 | 好看的组件，复制进来就能用 | 组件库好看但改不动 |
+| tanstack/query | 管好异步数据的状态库 | 请求数据和缓存，交给它管 | 异步数据状态一团乱 |
+| kubernetes/kubernetes | 生产级容器编排系统 | 容器多了，部署扩容交给它 | 容器一多就难管 |
+| docker/compose | 定义并运行多容器应用 | 多个容器写进一个文件，一起跑 | 一个个启动容器太麻烦 |
+| hashicorp/terraform | 用代码管理云基础设施 | 云资源写成代码，改动有据可查 | 控制台点来点去易出错 |
+| pulumi/pulumi | 用通用编程语言写基础设施 | 用熟悉的编程语言管云资源 | 不想学专用配置语言 |
+| caddyserver/caddy | 自动 HTTPS 的快速网页服务器 | 搭网站服务器，HTTPS 自动配好 | 证书配置又难又容易过期 |
+| traefik/traefik | 云原生反向代理与负载均衡 | 服务多了，流量自动分好 | 反向代理配置太复杂 |
+| prometheus/prometheus | 系统监控与告警工具包 | 系统出问题，告警先找到你 | 系统挂了没人知道 |
+| grafana/grafana | 指标、日志、链路一站式观测 | 指标日志链路，放进一个面板 | 排查问题要开好几个窗口 |
+| excalidraw/excalidraw | 手绘风格的在线白板 | 打开就画，像在纸上随手画图 | 画图软件太正式太难用 |
+| penpot/penpot | 开源的团队设计与原型平台 | 团队做设计和原型，用开源的 | 设计工具贵还不自由 |
+| jgraph/drawio | 画流程图和白板的应用 | 流程图和示意图，拖拖就画好 | 画流程图对不齐太费劲 |
+| lottiefiles/lottie-ios | iOS 上播放 AE 动画 | AE 做的动画，直接放进 iOS | 设计动画上 App 难还原 |
+| airbnb/lottie-web | 网页上播放 AE 动画 | AE 做的动画，直接放进网页 | 网页动画难还原设计稿 |
+| saadeghi/daisyui | 最受欢迎的 Tailwind 组件库 | 用 Tailwind，也有现成组件可挑 | Tailwind 组件要自己拼 |
+| lucide-icons/lucide | 社区打造的统一风格图标库 | 一套图标风格统一，拿来就用 | 图标东拼西凑不统一 |
+| phosphor-icons/homepage | 灵活好用的图标家族 | 界面图示演示，图标一套够用 | 不同场景要找不同图标 |
+| duckdb/duckdb | 内嵌在应用里的 SQL 分析数据库 | 不搭数据库服务，也能跑 SQL 分析 | 分析小数据还要部署服务 |
+| pola-rs/polars | 极快的 DataFrame 库 | 表格数据处理快，不用干等 | 处理大表格太慢 |
+| apache/arrow | 跨语言的内存数据分析平台 | 不同语言之间，数据直接通用 | 跨语言传数据要转格式 |
+| dbt-labs/dbt-core | 用软件工程方式处理数据仓库 | 数仓 SQL 也能版本管理和测试 | 数仓 SQL 改乱了难追 |
+| apache/superset | 现代化的数据探索与可视化 | 数据看不懂，做成图就明白 | 数据堆着看不出门道 |
+| ClickHouse/ClickHouse | 开源列式实时分析数据库 | 大量数据实时分析，用开源的 | 数据一多查询就慢 |
+| apache/kafka | 分布式事件流平台 | 系统之间传消息，稳稳接住 | 系统间消息容易丢 |
+| jupyter/notebook | 可交互的笔记本文档 | 代码结果和说明，放在一页里 | 代码和说明分开难分享 |
+
+## 飙升榜 slogan 写法规则
+
+1. **先写用户的麻烦，再写产品解决什么**：痛点从原描述里找，不能从技术名词出发。
+2. **只说原描述有的事实**：不添功能、数字、效果和平台；没写开源、免费、本地，就不写。
+3. **写给第一次见的人看**：能说「装包」就不说「依赖解析」，能说「AI 记得上次」就不说「跨会话记忆」。
+4. **一句只卖一个好处**：宁可放弃次要功能，也不要把功能清单塞进 slogan。
+5. **短到能一眼读完**：中文不超过 18 字，尽量 15 字内；不用感叹号、省略号和夸张词。
+6. **用日常动作和画面**：优先用「看、找、装、画、切、扫、管」这类动词，少用抽象名词。
+7. **安全和合规类说平实**：只说检查什么、防住什么，不吓人；破解、盗版、绕限制类不写成卖点。
+8. **品牌名不是理由**：官方、大厂、知名作者只在描述里有且确实帮助理解时才提，不能拿来代替用户好处。
diff --git a/tests/test_hooks.py b/tests/test_hooks.py
index 1105426..24b5e2a 100644
--- a/tests/test_hooks.py
+++ b/tests/test_hooks.py
@@ -58,8 +58,8 @@ def test_the_old_morluto_rea_text_is_not_a_hook_but_the_new_one_is(self):
for lang in LANG5:
self.assertIsNotNone(hooks.check_hook(rea["desc"][lang], lang), lang) # the long text fails the rule
self.assertIsNone(hooks.check_hook(rea["hook"][lang], lang, rea["desc"][lang]), lang)
- self.assertEqual(rea["hook"]["zh-Hans"], "让 AI 帮你逆向、复刻任何软件")
- self.assertLessEqual(len(rea["hook"]["zh-Hans"].replace(" ", "")), 15)
+ self.assertEqual(rea["hook"]["zh-Hans"], "看不懂的程序，让 AI 讲给你听")
+ self.assertEqual(rea["hook_prev"]["zh-Hans"], "让 AI 帮你逆向、复刻任何软件") # the PR #12 hook is kept
def test_rejects_hype_exclamation_ellipsis_new_numbers_and_multiline(self):
d = "A tool with 3 parts."
@@ -86,6 +86,70 @@ def test_every_ranked_new_repo_has_a_hook_or_is_listed_as_pending(self):
self.assertEqual(missing, [], "run: python3 tools/i18n_pipeline.py --hooks")
+class SloganTests(unittest.TestCase):
+ """The 70 zh-Hans slogans of tests/fixtures/slogans_zh.md are the zh-Hans hooks, the old hooks are kept."""
+
+ def slogans(self):
+ rows = {}
+ for line in (ROOT / "tests/fixtures/slogans_zh.md").read_text("utf-8").splitlines():
+ cells = [c.strip() for c in line.strip().strip("|").split("|")]
+ if len(cells) == 4 and "/" in cells[0]:
+ rows[cells[0]] = (cells[1], cells[2])
+ return rows
+
+ def test_the_70_slogans_are_the_zh_hans_hooks_and_the_old_one_is_kept(self):
+ rows = self.slogans()
+ self.assertEqual(len(rows), 70)
+ by_name = {p["name"]: p for p in PROJECTS}
+ for name, (old, new) in rows.items():
+ self.assertEqual(by_name[name]["hook"]["zh-Hans"], new, name)
+ self.assertEqual(by_name[name]["hook_prev"]["zh-Hans"], old, name)
+
+ def test_every_hook_of_the_previous_set_is_kept_as_hook_prev(self):
+ prev = json.loads((ROOT / "tests/fixtures/previous_hooks_baseline.json").read_text("utf-8"))
+ by_name = {p["name"]: p for p in PROJECTS}
+ for name, hook in prev["projects"].items():
+ self.assertEqual(by_name[name]["hook_prev"], hook, name)
+ for name, versions in prev["library"].items():
+ for h, hook in versions.items():
+ self.assertEqual(LIB["entries"][name][h]["hook_prev"], hook, name)
+
+ def test_slogans_are_not_the_old_hooks_and_every_language_changed(self):
+ by_name = {p["name"]: p for p in PROJECTS}
+ for name in self.slogans():
+ for lang in LANG5:
+ self.assertNotEqual(by_name[name]["hook"][lang], by_name[name]["hook_prev"][lang], (name, lang))
+
+ LITERAL = {"AshReinvigorate/Microsoft-Office", "CaretakerPlain/Whale-Tracker", "Fangludisclose/SystemCare-Pro",
+ "FormHalberdierSouk/SoundPad", "Lostbrocreate/Adobe-InDesign", "Phantomeidemonstrate/AnyDesk",
+ "PhoenixRetreat/Wondshare-Recoverit", "ScorpionHub17/KMS-Pico", "SoapmakerShout44/Cinema-4d",
+ "Sourcecladrag/Windows-Optimizer", "UniteCuttlefishBolt/Canva-Pro", "ViceFencerManacle/Camtasia",
+ "nodedevelopersack/Cubase", "scarletscreengrasp/Uttorent", "twilightstonerestore/Glary-Utilities-Pro"}
+
+ def test_listed_repos_are_rewritten_too_except_literal_labels_and_one_already_plain_text(self):
+ same = {n for n, v in LIB["entries"].items() for e in v.values() if e["hook"] == e["hook_prev"]}
+ # cracked / pre-activated installers keep their flat literal label (rule 7); tstack's source text is already the plain hook
+ self.assertEqual(same, self.LITERAL | {"t3dotgg/tstack"})
+ for n, v in LIB["entries"].items():
+ if n not in same:
+ for e in v.values():
+ self.assertNotEqual(e["hook"]["zh-Hans"], e["hook_prev"]["zh-Hans"], n)
+
+ def test_regenerating_a_hook_keeps_the_previous_one(self):
+ repo = Repo({"a/one": "Does one thing."})
+ self.addCleanup(repo.close)
+ repo.write("projects.json", [project("p/proj", "A long English description.")])
+ pipe.write_hooks(repo.root, repo.items, FakeRunner(), pipe.Budget(60), lambda m: None)
+ rows = repo.read("projects.json")
+ rows[0]["hook"]["en"] = "x" * 80 # now breaks the rule
+ repo.write("projects.json", rows)
+ pipe.write_hooks(repo.root, repo.items, FakeRunner(hook=lambda i: {l: f"better {l}" for l in i["langs"]}),
+ pipe.Budget(60), lambda m: None)
+ row = repo.read("projects.json")[0]
+ self.assertEqual(row["hook"]["en"], "better en")
+ self.assertEqual(row["hook_prev"]["en"], "x" * 80)
+
+
class OldEntriesSurviveTests(unittest.TestCase):
"""The long descriptions and every translation stay exactly as they were; the hook is a separate field."""
@@ -150,10 +214,21 @@ def test_prompt_carries_the_rule_with_every_limit_and_the_example(self):
self.run_hooks(r)
prompt = r.calls[0]
for needle in ("English <= 60", "18 Chinese characters", "Japanese <= 28", "Korean <= 30",
- "让 AI 帮你逆向、复刻任何软件", "never invent", "literal"):
+ "看不懂的程序，让 AI 讲给你听", "copywriter", "word-for-word", "literal"):
self.assertIn(needle.lower(), prompt.lower(), needle)
self.assertIn('"literal": true', prompt) # the suspicious repo is flagged to the model
+ def test_all_eight_writing_rules_are_in_the_prompt(self):
+ self.assertEqual(len(hooks.WRITING_RULES), 8)
+ r = FakeRunner()
+ self.run_hooks(r)
+ for i, rule in enumerate(hooks.WRITING_RULES, 1):
+ self.assertIn(f"({i}) {rule}", r.calls[0], i)
+ # the eight rules of the source file, by their key phrases
+ for needle in ("reader's trouble", "Say only what the source states", "never seen it", "ONE benefit",
+ "no exclamation marks", "everyday actions", "never scary", "A brand name is not a reason"):
+ self.assertIn(needle, hooks.HOOK_RULE, needle)
+
def test_polish_prompt_keeps_the_details_and_points_at_the_hooks(self):
self.assertIn("one-line hook", pipe.POLISH_PROMPT)
self.assertIn("keep the details", pipe.POLISH_PROMPT)
diff --git a/tests/test_i18n_remaining.py b/tests/test_i18n_remaining.py
index 5ec6bbe..9d2a54d 100644
--- a/tests/test_i18n_remaining.py
+++ b/tests/test_i18n_remaining.py
@@ -34,7 +34,7 @@ def test_entries_are_keyed_by_repo_source_hash_and_language(self):
for h, entry in versions.items():
self.assertEqual(h, newcomer_i18n.src_hash(entry["src"]), f"{name}: key is not the source hash")
for lang, text in entry.items():
- if lang == "hook": # the one-line table hook, a separate field (tests/test_hooks.py)
+ if lang in ("hook", "hook_prev"): # the one-line table hook, a separate field (tests/test_hooks.py)
self.assertEqual(set(text), set(LANGS), name)
elif lang not in ("src", "seen"):
self.assertIn(lang, LANGS, f"{name}: unknown language {lang}")
diff --git a/tools/hooks.py b/tools/hooks.py
index 399d207..bca275c 100644
--- a/tools/hooks.py
+++ b/tools/hooks.py
@@ -6,9 +6,11 @@
file formats, the long original wording) stays in the detail text and is listed on docs/DETAILS*.md.
Where hooks live:
- data/projects.json "hook": {lang: text} next to "desc" (= the detail text)
+ data/projects.json "hook": {lang: text} next to "desc" (= the detail text);
+ "hook_prev": the hook before the last rewrite (kept, never shown)
data/translation_library.json slot["hook"] = {lang: text} next to the translations of a source text
- (same repo + source-hash key, so a changed source needs a new hook)
+ (same repo + source-hash key, so a changed source needs a new hook);
+ slot["hook_prev"] keeps the previous hook the same way
The length limits below are enforced by `check_hook` (the pipeline rejects longer hooks and keeps the old
text) and by tests/test_hooks.py (every stored hook must obey them, in every language).
@@ -27,16 +29,30 @@
GOAL = {"en": "about 45 characters", "zh-Hans": "about 15 Chinese characters", "zh-Hant": "about 15 Chinese characters",
"ja": "about 25 Japanese characters", "ko": "about 25 Korean characters"}
+# The eight writing rules for ad-grade hooks (from the 2026-10-31 zh-Hans slogan set). Every one of them is in the prompt.
+WRITING_RULES = (
+ "Start from the reader's trouble, then say what the project fixes: find the pain in the source text, never start from a technical noun.",
+ "Say only what the source states: add no feature, number, effect or platform; if the source does not say open source, free or local, you do not say it either.",
+ "Write for someone who has never seen it: say \"install packages\", not \"dependency resolution\"; say \"AI remembers last time\", not \"cross-session memory\".",
+ "One sentence sells ONE benefit; drop the minor features rather than listing them.",
+ "Short enough to read at a glance (limits below); no exclamation marks, no ellipsis, no hype words.",
+ "Use everyday actions and pictures: look, find, install, draw, switch, scan, manage; few abstract nouns.",
+ "Security / compliance: plain words about what is checked and what is kept out, never scary; cracked, pirated or limit-bypassing projects are never turned into a selling point.",
+ "A brand name is not a reason: official / big-company / famous-author appears only when the source says it and it really helps understanding, never in place of the user's benefit.",
+)
+
HOOK_RULE = (
- "HOOK RULE: each ranking row shows ONE short hook per language. A hook is a single plain, catchy sentence "
- "(or fragment) that says what the project lets you DO, so a beginner gets it at a glance. "
- "Example: \"Let AI reverse-engineer and clone any software\" / 「让 AI 帮你逆向、复刻任何软件」. "
- "Limits (hard): English <= {en} characters; Simplified/Traditional Chinese <= 18 Chinese characters "
+ "HOOK RULE: each ranking row shows ONE ad-grade hook per language (a single plain, catchy sentence or fragment). "
+ "Example: \"Can't read a program? Let AI explain it to you\" / 「看不懂的程序，让 AI 讲给你听」. "
+ "Write it as a copywriter in that language would (benefit first, natural rhythm), not as a word-for-word translation: "
+ "all languages carry the same meaning and flavour. "
+ "Eight writing rules: "
+ + " ".join(f"({i}) {r}" for i, r in enumerate(WRITING_RULES, 1))
+ + " Hard limits: English <= {en} characters; Simplified/Traditional Chinese <= 18 Chinese characters "
"(aim for about 15); Japanese <= 28 characters; Korean <= 30 characters. "
- "Use everyday words; lead with the benefit; drop file formats, tool names, version lists and credits "
- "(they stay in the detail text, nothing is lost). Never invent a fact, number or claim that the source does not state; "
- "no exclamation marks, no hype or clickbait words, no trailing \"…\". One line, no markdown, no quotes. "
- "For repos that look cracked / pirated / pre-activated, do not make them attractive: a flat literal label "
+ "Tool names, file formats, version lists and credits stay in the detail text (nothing is lost). "
+ "No trailing \"…\", one line, no markdown, no quotes. "
+ "For repos that look cracked / pirated / pre-activated, write a flat literal label "
"(for example \" 2026 installer, listed as pre-activated\")."
).format(**{"en": MAX_WIDTH["en"]})
diff --git a/tools/i18n_pipeline.py b/tools/i18n_pipeline.py
index 4f36781..b86917a 100644
--- a/tools/i18n_pipeline.py
+++ b/tools/i18n_pipeline.py
@@ -493,7 +493,11 @@ def write_hooks(root: Path, items: list[dict[str, Any]], runner: Runner, budget:
if g["kind"] == "newcomer":
nci.put_hook(lib, g["id"], g["src"], lang, text.strip(), today)
else:
- by_name[g["id"]].setdefault("hook", {})[lang] = text.strip()
+ row = by_name[g["id"]]
+ old = (row.get("hook") or {}).get(lang)
+ if old and old != text.strip(): # an earlier hook is kept (never shown), not overwritten
+ row.setdefault("hook_prev", {})[lang] = old
+ row.setdefault("hook", {})[lang] = text.strip()
stat["written"] += 1
nci.save(lib, root / LIB_REL) # saved after every batch so a later failure loses nothing
_write_json(projects_path, projects)
diff --git a/tools/newcomer_i18n.py b/tools/newcomer_i18n.py
index 7eb5ef6..8a28ad1 100644
--- a/tools/newcomer_i18n.py
+++ b/tools/newcomer_i18n.py
@@ -109,6 +109,9 @@ def get_hook(lib: Library, name: str, description: str, lang: str) -> str | None
def put_hook(lib: Library, name: str, description: str, lang: str, text: str, today: str | None = None) -> None:
"""Store a hook. Only the `hook` sub-dict changes: translations already in the entry are never touched."""
slot = lib["entries"].setdefault(name, {}).setdefault(src_hash(description), {"src": description})
+ old = (slot.get("hook") or {}).get(lang)
+ if old and old != text: # an earlier hook is kept (never shown), not overwritten
+ slot.setdefault("hook_prev", {})[lang] = old
slot.setdefault("hook", {})[lang] = text
if today:
slot["seen"] = today
From fdad336e0c0e9761b65826dcc1d8318544c6e4ba Mon Sep 17 00:00:00 2001
From: jammyfu <1559847+jammyfu@users.noreply.github.com>
Date: Sat, 31 Oct 2026 02:17:24 +0800
Subject: [PATCH 2/4] =?UTF-8?q?fix(hooks):=20zh-Hant=20wording=20(?=
=?UTF-8?q?=E5=A5=97=E4=BB=B6,=20=E4=B9=BE=E7=AD=89,=20=E5=84=B2=E5=AD=98?=
=?UTF-8?q?=E5=BA=AB)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
README.zh-Hant.md | 24 ++++++++++++------------
data/projects.json | 6 +++---
data/translation_library.json | 2 +-
docs/DETAILS.zh-Hant.md | 8 ++++----
4 files changed, 20 insertions(+), 20 deletions(-)
diff --git a/README.zh-Hant.md b/README.zh-Hant.md
index 28d7fdc..b8372b8 100644
--- a/README.zh-Hant.md
+++ b/README.zh-Hant.md
@@ -147,10 +147,10 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
開啟就快，還能多人一起寫程式碼
`開發者工具` | +396 | 56.6 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 包，不用再幹等
`開發者工具` | +343 | 49.0 | 91,352 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 套件，不用再乾等
`開發者工具` | +343 | 49.0 | 91,352 | |
| 3 | [jdx/mise](https://github.com/jdx/mise)
各種語言版本，一個工具管齊
`開發者工具` | +287 | 41.0 | 35,557 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整個目錄找文字，比 grep 快
`開發者工具` | +242 | 34.6 | 69,561 | |
-| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝包，一個工具全包
`開發者工具` | +161 | 23.0 | 96,468 | |
+| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝套件，一個工具全包
`開發者工具` | +161 | 23.0 | 96,468 | |
| 6 | [cli/cli](https://github.com/cli/cli)
不開網頁，命令列裡處理 GitHub
`開發者工具` | +111 | 15.9 | 46,801 | |
| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
不裝一堆外掛，補全高亮都現成
`開發者工具` | +93 | 13.3 | 46,733 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
網頁程式碼格式和檢查，一個工具搞定
`開發者工具` | +55 | 7.9 | 26,022 | |
@@ -160,10 +160,10 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
開啟就快，還能多人一起寫程式碼
`開發者工具` | +1,614 | 53.8 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 包，不用再幹等
`開發者工具` | +1,247 | 41.6 | 91,352 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 套件，不用再乾等
`開發者工具` | +1,247 | 41.6 | 91,352 | |
| 3 | [jdx/mise](https://github.com/jdx/mise)
各種語言版本，一個工具管齊
`開發者工具` | +1,198 | 39.9 | 35,557 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整個目錄找文字，比 grep 快
`開發者工具` | +984 | 32.8 | 69,561 | |
-| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝包，一個工具全包
`開發者工具` | +673 | 22.4 | 96,468 | |
+| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝套件，一個工具全包
`開發者工具` | +673 | 22.4 | 96,468 | |
| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不裝一堆外掛，補全高亮都現成
`開發者工具` | +468 | 15.6 | 46,733 | |
| 7 | [cli/cli](https://github.com/cli/cli)
不開網頁，命令列裡處理 GitHub
`開發者工具` | +442 | 14.7 | 46,801 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
網頁程式碼格式和檢查，一個工具搞定
`開發者工具` | +210 | 7.0 | 26,022 | |
@@ -173,8 +173,8 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
開啟就快，還能多人一起寫程式碼
`開發者工具` | +25,774 | 70.6 | 92,406 | |
-| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 包，不用再幹等
`開發者工具` | +21,546 | 59.0 | 91,352 | |
-| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝包，一個工具全包
`開發者工具` | +16,581 | 45.4 | 96,468 | |
+| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 套件，不用再乾等
`開發者工具` | +21,546 | 59.0 | 91,352 | |
+| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝套件，一個工具全包
`開發者工具` | +16,581 | 45.4 | 96,468 | |
| 4 | [jdx/mise](https://github.com/jdx/mise)
各種語言版本，一個工具管齊
`開發者工具` | +15,035 | 41.2 | 35,557 | |
| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整個目錄找文字，比 grep 快
`開發者工具` | +13,351 | 36.6 | 69,561 | |
| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不裝一堆外掛，補全高亮都現成
`開發者工具` | +6,831 | 18.7 | 46,733 | |
@@ -185,9 +185,9 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 總星號 | 星號歷史 |
|---|---|---:|---|
-| 1 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝包，一個工具全包
`開發者工具` | 96,468 | |
+| 1 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝套件，一個工具全包
`開發者工具` | 96,468 | |
| 2 | [zed-industries/zed](https://github.com/zed-industries/zed)
開啟就快，還能多人一起寫程式碼
`開發者工具` | 92,406 | |
-| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 包，不用再幹等
`開發者工具` | 91,352 | |
+| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 套件，不用再乾等
`開發者工具` | 91,352 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整個目錄找文字，比 grep 快
`開發者工具` | 69,561 | |
| 5 | [cli/cli](https://github.com/cli/cli)
不開網頁，命令列裡處理 GitHub
`開發者工具` | 46,801 | |
| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不裝一堆外掛，補全高亮都現成
`開發者工具` | 46,733 | |
@@ -463,7 +463,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭資料庫服務，也能跑 SQL 分析
`資料` | +280 | 40.0 | 42,680 | |
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量資料即時分析，用開源的
`資料` | +135 | 19.3 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
資料看不懂，做成圖就明白
`資料` | +127 | 18.1 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用幹等
`資料` | +77 | 11.0 | 40,233 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用乾等
`資料` | +77 | 11.0 | 40,233 | |
| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間傳訊息，穩穩接住
`資料` | +70 | 10.0 | 34,100 | |
| 6 | [apache/arrow](https://github.com/apache/arrow)
不同語言之間，資料直接通用
`資料` | +47 | 6.7 | 17,260 | |
| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
數倉 SQL 也能版本管理和測試
`資料` | +42 | 6.0 | 14,104 | |
@@ -476,7 +476,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭資料庫服務，也能跑 SQL 分析
`資料` | +932 | 31.1 | 42,680 | |
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量資料即時分析，用開源的
`資料` | +618 | 20.6 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
資料看不懂，做成圖就明白
`資料` | +483 | 16.1 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用幹等
`資料` | +385 | 12.8 | 40,233 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用乾等
`資料` | +385 | 12.8 | 40,233 | |
| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間傳訊息，穩穩接住
`資料` | +304 | 10.1 | 34,100 | |
| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
數倉 SQL 也能版本管理和測試
`資料` | +177 | 5.9 | 14,104 | |
| 7 | [apache/arrow](https://github.com/apache/arrow)
不同語言之間，資料直接通用
`資料` | +115 | 3.8 | 17,260 | |
@@ -489,7 +489,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 1 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭資料庫服務，也能跑 SQL 分析
`資料` | +9,367 | 25.7 | 42,680 | |
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量資料即時分析，用開源的
`資料` | +7,643 | 20.9 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
資料看不懂，做成圖就明白
`資料` | +7,461 | 20.4 | 75,366 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用幹等
`資料` | +4,866 | 13.3 | 40,233 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用乾等
`資料` | +4,866 | 13.3 | 40,233 | |
| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間傳訊息，穩穩接住
`資料` | +3,302 | 9.0 | 34,100 | |
| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
數倉 SQL 也能版本管理和測試
`資料` | +2,470 | 6.8 | 14,104 | |
| 7 | [apache/arrow](https://github.com/apache/arrow)
不同語言之間，資料直接通用
`資料` | +1,313 | 3.6 | 17,260 | |
@@ -502,7 +502,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 1 | [apache/superset](https://github.com/apache/superset)
資料看不懂，做成圖就明白
`資料` | 75,366 | |
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量資料即時分析，用開源的
`資料` | 50,670 | |
| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭資料庫服務，也能跑 SQL 分析
`資料` | 42,680 | |
-| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用幹等
`資料` | 40,233 | |
+| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用乾等
`資料` | 40,233 | |
| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間傳訊息，穩穩接住
`資料` | 34,100 | |
| 6 | [apache/arrow](https://github.com/apache/arrow)
不同語言之間，資料直接通用
`資料` | 17,260 | |
| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
數倉 SQL 也能版本管理和測試
`資料` | 14,104 | |
diff --git a/data/projects.json b/data/projects.json
index fc1663b..77318c1 100644
--- a/data/projects.json
+++ b/data/projects.json
@@ -585,7 +585,7 @@
"hook": {
"en": "Install Python packages without the wait",
"zh-Hans": "装 Python 包，不用再干等",
- "zh-Hant": "裝 Python 包，不用再幹等",
+ "zh-Hant": "裝 Python 套件，不用再乾等",
"ja": "Python パッケージの導入で待たされない",
"ko": "Python 패키지 설치, 더 이상 기다리지 않는다"
},
@@ -611,7 +611,7 @@
"hook": {
"en": "Run, bundle, test, install: one tool does it all",
"zh-Hans": "运行打包测试装包，一个工具全包",
- "zh-Hant": "執行打包測試裝包，一個工具全包",
+ "zh-Hant": "執行打包測試裝套件，一個工具全包",
"ja": "実行・バンドル・テスト・導入を 1 つで",
"ko": "실행·번들·테스트·설치를 도구 하나로"
},
@@ -1651,7 +1651,7 @@
"hook": {
"en": "Table data handled fast, no more waiting",
"zh-Hans": "表格数据处理快，不用干等",
- "zh-Hant": "表格資料處理快，不用幹等",
+ "zh-Hant": "表格資料處理快，不用乾等",
"ja": "表データの処理が速く、待たされない",
"ko": "표 데이터 처리가 빨라 기다릴 일 없다"
},
diff --git a/data/translation_library.json b/data/translation_library.json
index 7c2694d..30513fc 100644
--- a/data/translation_library.json
+++ b/data/translation_library.json
@@ -911,7 +911,7 @@
"hook": {
"en": "Have AI map out the threats facing your repo",
"zh-Hans": "让 AI 把仓库面临的威胁理清楚",
- "zh-Hant": "讓 AI 把倉庫面臨的威脅理清楚",
+ "zh-Hant": "讓 AI 把儲存庫面臨的威脅理清楚",
"ja": "リポジトリの脅威を、AI に整理させる",
"ko": "저장소의 위협을 AI가 정리해 준다"
},
diff --git a/docs/DETAILS.zh-Hant.md b/docs/DETAILS.zh-Hant.md
index 3d5c125..4eb7f4b 100644
--- a/docs/DETAILS.zh-Hant.md
+++ b/docs/DETAILS.zh-Hant.md
@@ -39,8 +39,8 @@
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
-| [astral-sh/uv](https://github.com/astral-sh/uv) | 裝 Python 包，不用再幹等 | 用 Rust 寫的極速 Python 套件與專案管理器。 |
-| [oven-sh/bun](https://github.com/oven-sh/bun) | 執行打包測試裝包，一個工具全包 | 一體化 JavaScript 執行環境與工具箱：執行環境、打包、測試、套件管理。 |
+| [astral-sh/uv](https://github.com/astral-sh/uv) | 裝 Python 套件，不用再乾等 | 用 Rust 寫的極速 Python 套件與專案管理器。 |
+| [oven-sh/bun](https://github.com/oven-sh/bun) | 執行打包測試裝套件，一個工具全包 | 一體化 JavaScript 執行環境與工具箱：執行環境、打包、測試、套件管理。 |
| [biomejs/biome](https://github.com/biomejs/biome) | 網頁程式碼格式和檢查，一個工具搞定 | 面向 Web 專案的高速格式化與檢查工具，涵蓋 JS/TS/JSON/CSS。 |
| [zed-industries/zed](https://github.com/zed-industries/zed) | 開啟就快，還能多人一起寫程式碼 | Atom 與 Tree-sitter 作者打造的高效能多人協作程式碼編輯器。 |
| [helix-editor/helix](https://github.com/helix-editor/helix) | 不裝一堆外掛，補全高亮都現成 | 內建 LSP、tree-sitter 與多重選取的模態文字編輯器。 |
@@ -105,7 +105,7 @@
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
| [duckdb/duckdb](https://github.com/duckdb/duckdb) | 不搭資料庫服務，也能跑 SQL 分析 | 行程內 SQL OLAP 資料庫管理系統。 |
-| [pola-rs/polars](https://github.com/pola-rs/polars) | 表格資料處理快，不用幹等 | 面向 Rust 與 Python 的極速 DataFrame 函式庫。 |
+| [pola-rs/polars](https://github.com/pola-rs/polars) | 表格資料處理快，不用乾等 | 面向 Rust 與 Python 的極速 DataFrame 函式庫。 |
| [apache/arrow](https://github.com/apache/arrow) | 不同語言之間，資料直接通用 | 面向記憶體分析的跨語言開發平台。 |
| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | 數倉 SQL 也能版本管理和測試 | 用軟體工程方式在資料倉中轉換資料。 |
| [apache/superset](https://github.com/apache/superset) | 資料看不懂，做成圖就明白 | 現代資料探索與視覺化平台。 |
@@ -128,7 +128,7 @@
| [patch-gg/anymove](https://github.com/patch-gg/anymove) | 一段 AI 影片，給任何生物做動作捕捉 | 只用一段 AI 影片，為任何生物做動作捕捉：一個畫面裡兩個機位、DINOv2 關節辨識、在兩個視角中擬合骨架，輸出 GLB。 |
| [daveebbelaar/bama](https://github.com/daveebbelaar/bama) | 想做 Mac 應用，讓代理技能來幫你 | BAMA：Build Any Mac App（打造任何 Mac 應用程式）。用 Swift 和 SwiftUI 研究、仿製、設計、建置、最佳化和測試原生 macOS 應用程式的代理技能。 |
| [shipwords-dev/shipwords](https://github.com/shipwords-dev/shipwords) | 追到新詞，一下午上線一個 AI 站 | 為每個新關鍵字上線一個賺錢的 AI 網站。基於 Cloudflare 的起始範本，含登入驗證、點數、付款和 AI 生成。/ 新詞站群框架：一個新詞一個站，一個下午上線。起量的繼續迭代，沒起… |
-| [jmanico/grim-prompter](https://github.com/jmanico/grim-prompter) | 讓 AI 把倉庫面臨的威脅理清楚 | 針對 AI 程式設計代理的威脅建模：讓 Claude Code、Codex 或任何代理讀取你的儲存庫，產生有證據可追溯的威脅模型。36 種架構，29 種方法，… |
+| [jmanico/grim-prompter](https://github.com/jmanico/grim-prompter) | 讓 AI 把儲存庫面臨的威脅理清楚 | 針對 AI 程式設計代理的威脅建模：讓 Claude Code、Codex 或任何代理讀取你的儲存庫，產生有證據可追溯的威脅模型。36 種架構，29 種方法，… |
| [andyhuo520/vibe-knowledge](https://github.com/andyhuo520/vibe-knowledge) | 一個知識點，做成帶出處的短片 | Vibe 知識大賞：一個知識點 → 一支有旁白、每句有出處的精品知識短片（Claude Code skill · 44 套風格 · 程式碼逐格成片） |
| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | 從外面看你的系統哪裡有洞，並有證據 | 以 AI 為先的外部攻擊面評估：持續探索資產、以證據為基礎驗證漏洞，並整合開發者代理 MCP。 |
| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | 畫出 AI 工作流程，在自己電腦上跑 | 適用於視覺化工作流程與自主代理的代理式 AI 平台。可用 Docker 在你自己的電腦或伺服器上執行。 |
From eb18e14efe4c5a574b5a24712ce0e96ac98d9d53 Mon Sep 17 00:00:00 2001
From: jammyfu <1559847+jammyfu@users.noreply.github.com>
Date: Sat, 31 Oct 2026 02:22:14 +0800
Subject: [PATCH 3/4] fix(hooks): morluto/rea hook = clone any software (user:
core of rea is cloning)
---
README.ja.md | 8 ++++----
README.ko.md | 8 ++++----
README.md | 8 ++++----
README.zh-Hans.md | 8 ++++----
README.zh-Hant.md | 8 ++++----
data/projects.json | 10 +++++-----
docs/DETAILS.ja.md | 2 +-
docs/DETAILS.ko.md | 2 +-
docs/DETAILS.md | 2 +-
docs/DETAILS.zh-Hans.md | 2 +-
docs/DETAILS.zh-Hant.md | 2 +-
tests/fixtures/slogans_zh.md | 4 +++-
tests/test_hooks.py | 2 +-
13 files changed, 34 insertions(+), 32 deletions(-)
diff --git a/README.ja.md b/README.ja.md
index 1dfe402..4e2057e 100644
--- a/README.ja.md
+++ b/README.ja.md
@@ -65,7 +65,7 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
読めないプログラムは、AI に説明させよう
`AI` | +41,593 | 5,941.9 | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
AI でどんなソフトもクローンできる
`AI` | +41,593 | 5,941.9 | 409,565 | |
| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI が書いたコードを、別の AI が突っ込む
`AI` | +13,079 | 1,868.4 | 53,235 | |
| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
欲しいエージェントは、プラグインで自分で組む
`AI` | +7,979 | 1,139.9 | 266,274 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
複数の AI に書かせて、どれが良いか一目で
`AI` | +7,519 | 1,074.1 | 110,515 | |
@@ -80,7 +80,7 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
読めないプログラムは、AI に説明させよう
`AI` | +408,693 | 13,623.1 | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
AI でどんなソフトもクローンできる
`AI` | +408,693 | 13,623.1 | 409,565 | |
| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI の無駄なコードを減らし、必要な所は正しく
`AI` | +33,133 | 1,104.4 | 180,485 | |
| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI が書いたコードを、別の AI が突っ込む
`AI` | +30,082 | 1,002.7 | 53,235 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
複数の AI に書かせて、どれが良いか一目で
`AI` | +29,219 | 974.0 | 110,515 | |
@@ -96,7 +96,7 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
欲しいエージェントは、プラグインで自分で組む
`AI` | +266,171 | 3,412.4 †
÷78日 | 266,274 | |
-| 2 | [morluto/rea](https://github.com/morluto/rea)
読めないプログラムは、AI に説明させよう
`AI` | +409,095 | 2,055.8 †
÷199日 | 409,565 | |
+| 2 | [morluto/rea](https://github.com/morluto/rea)
AI でどんなソフトもクローンできる
`AI` | +409,095 | 2,055.8 †
÷199日 | 409,565 | |
| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI の無駄なコードを減らし、必要な所は正しく
`AI` | +180,405 | 1,288.6 †
÷140日 | 180,485 | |
| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
仕事を終わらせる AI。データは自分の PC に残る
`AI` | +393,398 | 1,157.1 †
÷340日 | 393,413 | |
| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
コーディング AI に記憶・スキル・安全チェックを
`AI` | +292,884 | 1,027.7 †
÷285日 | 292,932 | |
@@ -112,7 +112,7 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 総スター数 | スター推移 |
|---|---|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
読めないプログラムは、AI に説明させよう
`AI` | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
AI でどんなソフトもクローンできる
`AI` | 409,565 | |
| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
仕事を終わらせる AI。データは自分の PC に残る
`AI` | 393,413 | |
| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
コーディング AI に記憶・スキル・安全チェックを
`AI` | 292,932 | |
| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
欲しいエージェントは、プラグインで自分で組む
`AI` | 266,274 | |
diff --git a/README.ko.md b/README.ko.md
index f8f0f4e..26072c2 100644
--- a/README.ko.md
+++ b/README.ko.md
@@ -65,7 +65,7 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
읽을 수 없는 프로그램, AI가 설명해 준다
`AI` | +41,593 | 5,941.9 | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
AI가 어떤 소프트웨어든 클론해 준다
`AI` | +41,593 | 5,941.9 | 409,565 | |
| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI가 쓴 코드를 다른 AI가 다시 짚어 준다
`AI` | +13,079 | 1,868.4 | 53,235 | |
| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
원하는 에이전트를 플러그인으로 직접 조립
`AI` | +7,979 | 1,139.9 | 266,274 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
AI 여러 개가 함께 쓰니 뭐가 나은지 한눈에
`AI` | +7,519 | 1,074.1 | 110,515 | |
@@ -80,7 +80,7 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
읽을 수 없는 프로그램, AI가 설명해 준다
`AI` | +408,693 | 13,623.1 | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
AI가 어떤 소프트웨어든 클론해 준다
`AI` | +408,693 | 13,623.1 | 409,565 | |
| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 쓸데없는 코드는 줄이고 필요한 건 정확히
`AI` | +33,133 | 1,104.4 | 180,485 | |
| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI가 쓴 코드를 다른 AI가 다시 짚어 준다
`AI` | +30,082 | 1,002.7 | 53,235 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
AI 여러 개가 함께 쓰니 뭐가 나은지 한눈에
`AI` | +29,219 | 974.0 | 110,515 | |
@@ -96,7 +96,7 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
원하는 에이전트를 플러그인으로 직접 조립
`AI` | +266,171 | 3,412.4 †
÷78일 | 266,274 | |
-| 2 | [morluto/rea](https://github.com/morluto/rea)
읽을 수 없는 프로그램, AI가 설명해 준다
`AI` | +409,095 | 2,055.8 †
÷199일 | 409,565 | |
+| 2 | [morluto/rea](https://github.com/morluto/rea)
AI가 어떤 소프트웨어든 클론해 준다
`AI` | +409,095 | 2,055.8 †
÷199일 | 409,565 | |
| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 쓸데없는 코드는 줄이고 필요한 건 정확히
`AI` | +180,405 | 1,288.6 †
÷140일 | 180,485 | |
| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
일을 끝내는 AI, 데이터는 내 컴퓨터에 남는다
`AI` | +393,398 | 1,157.1 †
÷340일 | 393,413 | |
| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
코딩 AI에 기억, 스킬, 보안 점검을 더한다
`AI` | +292,884 | 1,027.7 †
÷285일 | 292,932 | |
@@ -112,7 +112,7 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 총 스타 | 스타 추이 |
|---|---|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
읽을 수 없는 프로그램, AI가 설명해 준다
`AI` | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
AI가 어떤 소프트웨어든 클론해 준다
`AI` | 409,565 | |
| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
일을 끝내는 AI, 데이터는 내 컴퓨터에 남는다
`AI` | 393,413 | |
| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
코딩 AI에 기억, 스킬, 보안 점검을 더한다
`AI` | 292,932 | |
| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
원하는 에이전트를 플러그인으로 직접 조립
`AI` | 266,274 | |
diff --git a/README.md b/README.md
index faae14c..7edcc8d 100644
--- a/README.md
+++ b/README.md
@@ -65,7 +65,7 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
Can't read a program? Let AI explain it to you
`AI` | +41,593 | 5,941.9 | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
Let AI clone any software for you
`AI` | +41,593 | 5,941.9 | 409,565 | |
| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
After AI writes the code, a second AI picks it apart
`AI` | +13,079 | 1,868.4 | 53,235 | |
| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
Pick plugins and build the agent you want
`AI` | +7,979 | 1,139.9 | 266,274 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
Several AIs write at once, see which one works best
`AI` | +7,519 | 1,074.1 | 110,515 | |
@@ -80,7 +80,7 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
Can't read a program? Let AI explain it to you
`AI` | +408,693 | 13,623.1 | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
Let AI clone any software for you
`AI` | +408,693 | 13,623.1 | 409,565 | |
| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Less filler code from AI, the needed code done right
`AI` | +33,133 | 1,104.4 | 180,485 | |
| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
After AI writes the code, a second AI picks it apart
`AI` | +30,082 | 1,002.7 | 53,235 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
Several AIs write at once, see which one works best
`AI` | +29,219 | 974.0 | 110,515 | |
@@ -96,7 +96,7 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
Pick plugins and build the agent you want
`AI` | +266,171 | 3,412.4 †
÷78d | 266,274 | |
-| 2 | [morluto/rea](https://github.com/morluto/rea)
Can't read a program? Let AI explain it to you
`AI` | +409,095 | 2,055.8 †
÷199d | 409,565 | |
+| 2 | [morluto/rea](https://github.com/morluto/rea)
Let AI clone any software for you
`AI` | +409,095 | 2,055.8 †
÷199d | 409,565 | |
| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Less filler code from AI, the needed code done right
`AI` | +180,405 | 1,288.6 †
÷140d | 180,485 | |
| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
An AI that finishes the job, data stays on your machine
`AI` | +393,398 | 1,157.1 †
÷340d | 393,413 | |
| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
Give your coding AI memory, skills and safety checks
`AI` | +292,884 | 1,027.7 †
÷285d | 292,932 | |
@@ -112,7 +112,7 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Total stars | Star history |
|---|---|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
Can't read a program? Let AI explain it to you
`AI` | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
Let AI clone any software for you
`AI` | 409,565 | |
| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
An AI that finishes the job, data stays on your machine
`AI` | 393,413 | |
| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
Give your coding AI memory, skills and safety checks
`AI` | 292,932 | |
| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
Pick plugins and build the agent you want
`AI` | 266,274 | |
diff --git a/README.zh-Hans.md b/README.zh-Hans.md
index 65dba3b..542a280 100644
--- a/README.zh-Hans.md
+++ b/README.zh-Hans.md
@@ -65,7 +65,7 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程序，让 AI 讲给你听
`人工智能` | +41,593 | 5,941.9 | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
让 AI 帮你克隆任何软件
`人工智能` | +41,593 | 5,941.9 | 409,565 | |
| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 写完代码，再请一个 AI 挑刺
`人工智能` | +13,079 | 1,868.4 | 53,235 | |
| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什么智能体，用插件自己拼
`人工智能` | +7,979 | 1,139.9 | 266,274 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
几个 AI 一起写，谁好用一眼看出
`人工智能` | +7,519 | 1,074.1 | 110,515 | |
@@ -80,7 +80,7 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程序，让 AI 讲给你听
`人工智能` | +408,693 | 13,623.1 | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
让 AI 帮你克隆任何软件
`人工智能` | +408,693 | 13,623.1 | 409,565 | |
| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
让 AI 少写废代码，该写的写对
`人工智能` | +33,133 | 1,104.4 | 180,485 | |
| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 写完代码，再请一个 AI 挑刺
`人工智能` | +30,082 | 1,002.7 | 53,235 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
几个 AI 一起写，谁好用一眼看出
`人工智能` | +29,219 | 974.0 | 110,515 | |
@@ -96,7 +96,7 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什么智能体，用插件自己拼
`人工智能` | +266,171 | 3,412.4 †
÷78 天 | 266,274 | |
-| 2 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程序，让 AI 讲给你听
`人工智能` | +409,095 | 2,055.8 †
÷199 天 | 409,565 | |
+| 2 | [morluto/rea](https://github.com/morluto/rea)
让 AI 帮你克隆任何软件
`人工智能` | +409,095 | 2,055.8 †
÷199 天 | 409,565 | |
| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
让 AI 少写废代码，该写的写对
`人工智能` | +180,405 | 1,288.6 †
÷140 天 | 180,485 | |
| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI，数据留在本机
`人工智能` | +393,398 | 1,157.1 †
÷340 天 | 393,413 | |
| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
给编程 AI 加记忆、技能和安全检查
`人工智能` | +292,884 | 1,027.7 †
÷285 天 | 292,932 | |
@@ -112,7 +112,7 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 总星标 | 星标历史 |
|---|---|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程序，让 AI 讲给你听
`人工智能` | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
让 AI 帮你克隆任何软件
`人工智能` | 409,565 | |
| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI，数据留在本机
`人工智能` | 393,413 | |
| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
给编程 AI 加记忆、技能和安全检查
`人工智能` | 292,932 | |
| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什么智能体，用插件自己拼
`人工智能` | 266,274 | |
diff --git a/README.zh-Hant.md b/README.zh-Hant.md
index b8372b8..0eb28ad 100644
--- a/README.zh-Hant.md
+++ b/README.zh-Hant.md
@@ -65,7 +65,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程式，讓 AI 講給你聽
`人工智慧` | +41,593 | 5,941.9 | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
讓 AI 幫你克隆任何軟體
`人工智慧` | +41,593 | 5,941.9 | 409,565 | |
| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 寫完程式碼，再請一個 AI 挑刺
`人工智慧` | +13,079 | 1,868.4 | 53,235 | |
| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什麼代理，用外掛自己拼
`人工智慧` | +7,979 | 1,139.9 | 266,274 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
幾個 AI 一起寫，誰好用一眼看出
`人工智慧` | +7,519 | 1,074.1 | 110,515 | |
@@ -80,7 +80,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程式，讓 AI 講給你聽
`人工智慧` | +408,693 | 13,623.1 | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
讓 AI 幫你克隆任何軟體
`人工智慧` | +408,693 | 13,623.1 | 409,565 | |
| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
讓 AI 少寫廢程式碼，該寫的寫對
`人工智慧` | +33,133 | 1,104.4 | 180,485 | |
| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 寫完程式碼，再請一個 AI 挑刺
`人工智慧` | +30,082 | 1,002.7 | 53,235 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
幾個 AI 一起寫，誰好用一眼看出
`人工智慧` | +29,219 | 974.0 | 110,515 | |
@@ -96,7 +96,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什麼代理，用外掛自己拼
`人工智慧` | +266,171 | 3,412.4 †
÷78 天 | 266,274 | |
-| 2 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程式，讓 AI 講給你聽
`人工智慧` | +409,095 | 2,055.8 †
÷199 天 | 409,565 | |
+| 2 | [morluto/rea](https://github.com/morluto/rea)
讓 AI 幫你克隆任何軟體
`人工智慧` | +409,095 | 2,055.8 †
÷199 天 | 409,565 | |
| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
讓 AI 少寫廢程式碼，該寫的寫對
`人工智慧` | +180,405 | 1,288.6 †
÷140 天 | 180,485 | |
| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI，資料留在本機
`人工智慧` | +393,398 | 1,157.1 †
÷340 天 | 393,413 | |
| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
給程式設計 AI 加記憶、技能和安全檢查
`人工智慧` | +292,884 | 1,027.7 †
÷285 天 | 292,932 | |
@@ -112,7 +112,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 總星號 | 星號歷史 |
|---|---|---:|---|
-| 1 | [morluto/rea](https://github.com/morluto/rea)
看不懂的程式，讓 AI 講給你聽
`人工智慧` | 409,565 | |
+| 1 | [morluto/rea](https://github.com/morluto/rea)
讓 AI 幫你克隆任何軟體
`人工智慧` | 409,565 | |
| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI，資料留在本機
`人工智慧` | 393,413 | |
| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
給程式設計 AI 加記憶、技能和安全檢查
`人工智慧` | 292,932 | |
| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什麼代理，用外掛自己拼
`人工智慧` | 266,274 | |
diff --git a/data/projects.json b/data/projects.json
index 77318c1..fdaf909 100644
--- a/data/projects.json
+++ b/data/projects.json
@@ -11,11 +11,11 @@
"ko": "리버서가 며칠씩 어셈블리를 노려보던 일을, AI가 프로그램이 무슨 일을 하는지 바로 알려준다. Ghidra와 연결되어 읽을 수 없던 바이너리를 한 문장으로 설명한다."
},
"hook": {
- "en": "Can't read a program? Let AI explain it to you",
- "zh-Hans": "看不懂的程序，让 AI 讲给你听",
- "zh-Hant": "看不懂的程式，讓 AI 講給你聽",
- "ja": "読めないプログラムは、AI に説明させよう",
- "ko": "읽을 수 없는 프로그램, AI가 설명해 준다"
+ "en": "Let AI clone any software for you",
+ "zh-Hans": "让 AI 帮你克隆任何软件",
+ "zh-Hant": "讓 AI 幫你克隆任何軟體",
+ "ja": "AI でどんなソフトもクローンできる",
+ "ko": "AI가 어떤 소프트웨어든 클론해 준다"
},
"hook_prev": {
"en": "Let AI reverse-engineer and clone any software",
diff --git a/docs/DETAILS.ja.md b/docs/DETAILS.ja.md
index 271de36..a17fa9d 100644
--- a/docs/DETAILS.ja.md
+++ b/docs/DETAILS.ja.md
@@ -12,7 +12,7 @@
| プロジェクト | 表の 1 行 | 完全な説明 |
|---|---|---|
-| [morluto/rea](https://github.com/morluto/rea) | 読めないプログラムは、AI に説明させよう | リバースエンジニアが何日もアセンブリを睨む代わりに、AI がプログラムの動作をそのまま教えてくれる。Ghidra と連携し、読めなかったバイナリを一言で説明する。 |
+| [morluto/rea](https://github.com/morluto/rea) | AI でどんなソフトもクローンできる | リバースエンジニアが何日もアセンブリを睨む代わりに、AI がプログラムの動作をそのまま教えてくれる。Ghidra と連携し、読めなかったバイナリを一言で説明する。 |
| [anomalyco/opencode](https://github.com/anomalyco/opencode) | ブラウザなしで、ターミナルの AI がコードを書く | ブラウザを開かず、ターミナルのまま AI でコーディング。多数のモデルに対応し、Claude Code や Codex に対抗する無料のオープンソース。 |
| [stablyai/orca](https://github.com/stablyai/orca) | 複数の AI に書かせて、どれが良いか一目で | 一つのデスクトップで複数の AI コーディングエージェントを同時に走らせ、誰の出来が良いか比べられる。各エージェントは独立したワークスペースで互いに干渉しない。 |
| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI が書いたコードを、別の AI が突っ込む | AI に自分のコードの脆弱性を調べさせ、さらに別の AI に反論させる。コーディングエージェントが書きがちな安全でないコード対策。 |
diff --git a/docs/DETAILS.ko.md b/docs/DETAILS.ko.md
index 4024f27..6abc978 100644
--- a/docs/DETAILS.ko.md
+++ b/docs/DETAILS.ko.md
@@ -12,7 +12,7 @@
| 프로젝트 | 표의 한 줄 | 전체 설명 |
|---|---|---|
-| [morluto/rea](https://github.com/morluto/rea) | 읽을 수 없는 프로그램, AI가 설명해 준다 | 리버서가 며칠씩 어셈블리를 노려보던 일을, AI가 프로그램이 무슨 일을 하는지 바로 알려준다. Ghidra와 연결되어 읽을 수 없던 바이너리를 한 문장으로 설명한다. |
+| [morluto/rea](https://github.com/morluto/rea) | AI가 어떤 소프트웨어든 클론해 준다 | 리버서가 며칠씩 어셈블리를 노려보던 일을, AI가 프로그램이 무슨 일을 하는지 바로 알려준다. Ghidra와 연결되어 읽을 수 없던 바이너리를 한 문장으로 설명한다. |
| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 브라우저 없이 터미널에서 AI가 코드를 쓴다 | 웹 페이지 없이 터미널에서 바로 AI로 코딩한다. 여러 모델을 지원하고 Claude Code·Codex에 맞서는 무료 오픈소스. |
| [stablyai/orca](https://github.com/stablyai/orca) | AI 여러 개가 함께 쓰니 뭐가 나은지 한눈에 | 한 데스크톱에서 여러 AI 코딩 에이전트를 동시에 돌려 누가 더 잘 짜는지 비교한다. 에이전트마다 작업 공간이 따로라 서로 방해하지 않는다. |
| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI가 쓴 코드를 다른 AI가 다시 짚어 준다 | AI가 자기 코드의 취약점을 직접 찾게 하고, 다른 AI를 불러 반박까지 시킨다. 코딩 에이전트가 쓰는 불안전한 코드를 잡아낸다. |
diff --git a/docs/DETAILS.md b/docs/DETAILS.md
index 09e6edb..6aa482b 100644
--- a/docs/DETAILS.md
+++ b/docs/DETAILS.md
@@ -12,7 +12,7 @@ The ranking tables show one short line per project. This page keeps the full des
| Project | In the table | Full description |
|---|---|---|
-| [morluto/rea](https://github.com/morluto/rea) | Can't read a program? Let AI explain it to you | Reverse engineers stare at assembly for days; this lets AI just tell you what a program does. Hooks into Ghidra so an unreadable binary gets explained in one sentence. |
+| [morluto/rea](https://github.com/morluto/rea) | Let AI clone any software for you | Reverse engineers stare at assembly for days; this lets AI just tell you what a program does. Hooks into Ghidra so an unreadable binary gets explained in one sentence. |
| [anomalyco/opencode](https://github.com/anomalyco/opencode) | AI writes your code right in the terminal, no browser | Write code with AI right in your terminal, no browser tab needed. Supports many models, rivals Claude Code and Codex, free and open source. |
| [stablyai/orca](https://github.com/stablyai/orca) | Several AIs write at once, see which one works best | Run several AI coding agents on one desktop and compare who writes better. Each agent gets its own workspace, so they never step on each other. |
| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | After AI writes the code, a second AI picks it apart | Have AI audit its own code for vulnerabilities, then call in a second AI to challenge the findings. Built for the insecure code coding agents tend to write. |
diff --git a/docs/DETAILS.zh-Hans.md b/docs/DETAILS.zh-Hans.md
index ddbe2a9..b28e4ce 100644
--- a/docs/DETAILS.zh-Hans.md
+++ b/docs/DETAILS.zh-Hans.md
@@ -12,7 +12,7 @@
| 项目 | 表里的一句话 | 完整介绍 |
|---|---|---|
-| [morluto/rea](https://github.com/morluto/rea) | 看不懂的程序，让 AI 讲给你听 | 逆向工程师往往要盯着汇编看上好几天，这个工具让 AI 直接告诉你程序做了什么。它接入 Ghidra，让原本读不懂的二进制文件一句话就能讲清楚。 |
+| [morluto/rea](https://github.com/morluto/rea) | 让 AI 帮你克隆任何软件 | 逆向工程师往往要盯着汇编看上好几天，这个工具让 AI 直接告诉你程序做了什么。它接入 Ghidra，让原本读不懂的二进制文件一句话就能讲清楚。 |
| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 不开浏览器，终端里就有 AI 写代码 | 直接在终端里用 AI 写代码，无需打开浏览器标签页。支持多种模型，可与 Claude Code 和 Codex 相媲美，免费开源。 |
| [stablyai/orca](https://github.com/stablyai/orca) | 几个 AI 一起写，谁好用一眼看出 | 在同一台桌面电脑上同时运行多个 AI 编程智能体，比较谁写得更好。每个智能体都有自己的工作区，互不干扰。 |
| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI 写完代码，再请一个 AI 挑刺 | 让 AI 审查自己写的代码是否有漏洞，再请第二个 AI 来质疑审查结论。专门针对编程智能体容易写出的不安全代码。 |
diff --git a/docs/DETAILS.zh-Hant.md b/docs/DETAILS.zh-Hant.md
index 4eb7f4b..0e6858a 100644
--- a/docs/DETAILS.zh-Hant.md
+++ b/docs/DETAILS.zh-Hant.md
@@ -12,7 +12,7 @@
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
-| [morluto/rea](https://github.com/morluto/rea) | 看不懂的程式，讓 AI 講給你聽 | 逆向工程師往往得盯著組合語言看上好幾天，這個工具讓 AI 直接告訴你程式在做什麼。它串接 Ghidra，讓原本看不懂的二進位檔一句話就能說明清楚。 |
+| [morluto/rea](https://github.com/morluto/rea) | 讓 AI 幫你克隆任何軟體 | 逆向工程師往往得盯著組合語言看上好幾天，這個工具讓 AI 直接告訴你程式在做什麼。它串接 Ghidra，讓原本看不懂的二進位檔一句話就能說明清楚。 |
| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 不開瀏覽器，終端裡就有 AI 寫程式碼 | 直接在終端機裡用 AI 寫程式，不必開啟瀏覽器分頁。支援多種模型，可與 Claude Code 和 Codex 一較高下，免費開源。 |
| [stablyai/orca](https://github.com/stablyai/orca) | 幾個 AI 一起寫，誰好用一眼看出 | 在同一台桌上型電腦上同時執行多個 AI 程式設計代理，比較誰寫得更好。每個代理都有自己的工作區，彼此不會互相干擾。 |
| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI 寫完程式碼，再請一個 AI 挑刺 | 讓 AI 審查自己寫的程式碼是否有漏洞，再請第二個 AI 來質疑審查結論。專門針對程式設計代理容易寫出的不安全程式碼。 |
diff --git a/tests/fixtures/slogans_zh.md b/tests/fixtures/slogans_zh.md
index a36f311..3083270 100644
--- a/tests/fixtures/slogans_zh.md
+++ b/tests/fixtures/slogans_zh.md
@@ -1,8 +1,10 @@
# GitHub 飙升榜 · 广告级 slogan（中文）
+> 修订（2026-10-31）：用户确认 morluto/rea 的核心是「克隆软件」，该行新 slogan 由「看不懂的程序，让 AI 讲给你听」改为「让 AI 帮你克隆任何软件」。
+
| repo | 旧一句话 | 新 slogan | 打中的痛点（半句） |
|---|---|---|---|
-| morluto/rea | 让 AI 帮你逆向、复刻任何软件 | 看不懂的程序，让 AI 讲给你听 | 盯汇编好几天还看不懂 |
+| morluto/rea | 让 AI 帮你逆向、复刻任何软件 | 让 AI 帮你克隆任何软件 | 盯汇编好几天还看不懂 |
| anomalyco/opencode | 终端里的免费开源 AI 编程助手 | 不开浏览器，终端里就有 AI 写代码 | 写代码还要来回切网页 |
| stablyai/orca | 多个 AI 编程智能体同台比拼 | 几个 AI 一起写，谁好用一眼看出 | 不知道哪个 AI 写得好 |
| cloudflare/security-audit-skill | 两个 AI 互相挑代码漏洞 | AI 写完代码，再请一个 AI 挑刺 | AI 写的代码不敢放心用 |
diff --git a/tests/test_hooks.py b/tests/test_hooks.py
index 24b5e2a..d9a8b55 100644
--- a/tests/test_hooks.py
+++ b/tests/test_hooks.py
@@ -58,7 +58,7 @@ def test_the_old_morluto_rea_text_is_not_a_hook_but_the_new_one_is(self):
for lang in LANG5:
self.assertIsNotNone(hooks.check_hook(rea["desc"][lang], lang), lang) # the long text fails the rule
self.assertIsNone(hooks.check_hook(rea["hook"][lang], lang, rea["desc"][lang]), lang)
- self.assertEqual(rea["hook"]["zh-Hans"], "看不懂的程序，让 AI 讲给你听")
+ self.assertEqual(rea["hook"]["zh-Hans"], "让 AI 帮你克隆任何软件") # the user: the core of rea is "clone a software"
self.assertEqual(rea["hook_prev"]["zh-Hans"], "让 AI 帮你逆向、复刻任何软件") # the PR #12 hook is kept
def test_rejects_hype_exclamation_ellipsis_new_numbers_and_multiline(self):
From a9315f775f6d84cf4b81c2467fbe80bf2291088c Mon Sep 17 00:00:00 2001
From: jammyfu <1559847+jammyfu@users.noreply.github.com>
Date: Sat, 31 Oct 2026 02:28:33 +0800
Subject: [PATCH 4/4] =?UTF-8?q?fix(hooks):=20accuracy=20pass=20=E2=80=94?=
=?UTF-8?q?=2023=20hooks=20rewritten=20to=20match=20each=20repo's=20own=20?=
=?UTF-8?q?description/README=20(5=20languages),=20daisyui=20shortened?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
README.ja.md | 150 +++++++++----------
README.ko.md | 150 +++++++++----------
README.md | 150 +++++++++----------
README.zh-Hans.md | 150 +++++++++----------
README.zh-Hant.md | 150 +++++++++----------
data/projects.json | 210 +++++++++++++--------------
data/translation_library.json | 20 +--
docs/DETAILS.ja.md | 46 +++---
docs/DETAILS.ko.md | 46 +++---
docs/DETAILS.md | 46 +++---
docs/DETAILS.zh-Hans.md | 46 +++---
docs/DETAILS.zh-Hant.md | 46 +++---
docs/project-governance/CHANGELOG.md | 1 +
tests/fixtures/slogans_zh.md | 44 +++---
14 files changed, 629 insertions(+), 626 deletions(-)
diff --git a/README.ja.md b/README.ja.md
index 4e2057e..3921926 100644
--- a/README.ja.md
+++ b/README.ja.md
@@ -66,7 +66,7 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
AI でどんなソフトもクローンできる
`AI` | +41,593 | 5,941.9 | 409,565 | |
-| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI が書いたコードを、別の AI が突っ込む
`AI` | +13,079 | 1,868.4 | 53,235 | |
+| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI が脆弱性を探し、別の AI が一件ずつ検証
`AI` | +13,079 | 1,868.4 | 53,235 | |
| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
欲しいエージェントは、プラグインで自分で組む
`AI` | +7,979 | 1,139.9 | 266,274 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
複数の AI に書かせて、どれが良いか一目で
`AI` | +7,519 | 1,074.1 | 110,515 | |
| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI の無駄なコードを減らし、必要な所は正しく
`AI` | +6,688 | 955.4 | 180,485 | |
@@ -82,7 +82,7 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
|---|---|---:|---:|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
AI でどんなソフトもクローンできる
`AI` | +408,693 | 13,623.1 | 409,565 | |
| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI の無駄なコードを減らし、必要な所は正しく
`AI` | +33,133 | 1,104.4 | 180,485 | |
-| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI が書いたコードを、別の AI が突っ込む
`AI` | +30,082 | 1,002.7 | 53,235 | |
+| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI が脆弱性を探し、別の AI が一件ずつ検証
`AI` | +30,082 | 1,002.7 | 53,235 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
複数の AI に書かせて、どれが良いか一目で
`AI` | +29,219 | 974.0 | 110,515 | |
| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
欲しいエージェントは、プラグインで自分で組む
`AI` | +27,143 | 904.8 | 266,274 | |
| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
コーディング AI に記憶・スキル・安全チェックを
`AI` | +24,768 | 825.6 | 292,932 | |
@@ -98,12 +98,12 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
欲しいエージェントは、プラグインで自分で組む
`AI` | +266,171 | 3,412.4 †
÷78日 | 266,274 | |
| 2 | [morluto/rea](https://github.com/morluto/rea)
AI でどんなソフトもクローンできる
`AI` | +409,095 | 2,055.8 †
÷199日 | 409,565 | |
| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI の無駄なコードを減らし、必要な所は正しく
`AI` | +180,405 | 1,288.6 †
÷140日 | 180,485 | |
-| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
仕事を終わらせる AI。データは自分の PC に残る
`AI` | +393,398 | 1,157.1 †
÷340日 | 393,413 | |
+| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
仕事を片付ける AI アシスタント、動くのは自分の端末
`AI` | +393,398 | 1,157.1 †
÷340日 | 393,413 | |
| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
コーディング AI に記憶・スキル・安全チェックを
`AI` | +292,884 | 1,027.7 †
÷285日 | 292,932 | |
| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
使うほど仕事が上手くなる AI アシスタント
`AI` | +258,600 | 708.5 | 258,636 | |
| 7 | [yetone/magpie](https://github.com/yetone/magpie)
コーディング AI のモデルを替え、枠切れでも続行
`AI` | +25,719 | 695.1 †
÷37日 | 25,810 | |
| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
大きすぎて読めない時は、まずこの地図から
`AI` | +138,922 | 661.5 †
÷210日 | 138,983 | |
-| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
ブラウザなしで、ターミナルの AI がコードを書く
`AI` | +194,805 | 533.7 | 223,154 | |
+| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
ターミナルで、オープンソースの AI がコードを書く
`AI` | +194,805 | 533.7 | 223,154 | |
| 10 | [stablyai/orca](https://github.com/stablyai/orca)
複数の AI に書かせて、どれが良いか一目で
`AI` | +110,415 | 486.4 †
÷227日 | 110,515 | |
† リポジトリの作成が集計期間より新しいため、スター/日は期間全体ではなくリポジトリの経過日数（数値の下に表示）で割っています。
@@ -113,11 +113,11 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 総スター数 | スター推移 |
|---|---|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
AI でどんなソフトもクローンできる
`AI` | 409,565 | |
-| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
仕事を終わらせる AI。データは自分の PC に残る
`AI` | 393,413 | |
+| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
仕事を片付ける AI アシスタント、動くのは自分の端末
`AI` | 393,413 | |
| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
コーディング AI に記憶・スキル・安全チェックを
`AI` | 292,932 | |
| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
欲しいエージェントは、プラグインで自分で組む
`AI` | 266,274 | |
| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
使うほど仕事が上手くなる AI アシスタント
`AI` | 258,636 | |
-| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
ブラウザなしで、ターミナルの AI がコードを書く
`AI` | 223,154 | |
+| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
ターミナルで、オープンソースの AI がコードを書く
`AI` | 223,154 | |
| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Claude スキルの書き方は、公式の例で学ぶ
`AI` | 184,884 | |
| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI の無駄なコードを減らし、必要な所は正しく
`AI` | 180,485 | |
| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
設定ファイルを触らず、ワンクリックで切替
`AI` | 150,238 | |
@@ -148,11 +148,11 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
|---|---|---:|---:|---:|---|
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
すぐ開けて、みんなで一緒にコードを書ける
`開発者ツール` | +396 | 56.6 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python パッケージの導入で待たされない
`開発者ツール` | +343 | 49.0 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
言語のバージョンを 1 つのツールでまとめて管理
`開発者ツール` | +287 | 41.0 | 35,557 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
開発ツール・環境変数・タスクを 1 つで管理
`開発者ツール` | +287 | 41.0 | 35,557 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
フォルダ全体の文字検索が grep より速い
`開発者ツール` | +242 | 34.6 | 69,561 | |
| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
実行・バンドル・テスト・導入を 1 つで
`開発者ツール` | +161 | 23.0 | 96,468 | |
| 6 | [cli/cli](https://github.com/cli/cli)
ブラウザを開かず、コマンドラインで GitHub を操作
`開発者ツール` | +111 | 15.9 | 46,801 | |
-| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
プラグイン不要、補完とハイライトは最初から
`開発者ツール` | +93 | 13.3 | 46,733 | |
+| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
構文ハイライトも言語サーバーも内蔵のテキストエディタ
`開発者ツール` | +93 | 13.3 | 46,733 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Web コードの整形とチェックを 1 つで
`開発者ツール` | +55 | 7.9 | 26,022 | |
### 今月もっとも伸びた（直近 30 日）
@@ -161,10 +161,10 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
|---|---|---:|---:|---:|---|
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
すぐ開けて、みんなで一緒にコードを書ける
`開発者ツール` | +1,614 | 53.8 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python パッケージの導入で待たされない
`開発者ツール` | +1,247 | 41.6 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
言語のバージョンを 1 つのツールでまとめて管理
`開発者ツール` | +1,198 | 39.9 | 35,557 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
開発ツール・環境変数・タスクを 1 つで管理
`開発者ツール` | +1,198 | 39.9 | 35,557 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
フォルダ全体の文字検索が grep より速い
`開発者ツール` | +984 | 32.8 | 69,561 | |
| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
実行・バンドル・テスト・導入を 1 つで
`開発者ツール` | +673 | 22.4 | 96,468 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
プラグイン不要、補完とハイライトは最初から
`開発者ツール` | +468 | 15.6 | 46,733 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
構文ハイライトも言語サーバーも内蔵のテキストエディタ
`開発者ツール` | +468 | 15.6 | 46,733 | |
| 7 | [cli/cli](https://github.com/cli/cli)
ブラウザを開かず、コマンドラインで GitHub を操作
`開発者ツール` | +442 | 14.7 | 46,801 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Web コードの整形とチェックを 1 つで
`開発者ツール` | +210 | 7.0 | 26,022 | |
@@ -175,9 +175,9 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
すぐ開けて、みんなで一緒にコードを書ける
`開発者ツール` | +25,774 | 70.6 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python パッケージの導入で待たされない
`開発者ツール` | +21,546 | 59.0 | 91,352 | |
| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
実行・バンドル・テスト・導入を 1 つで
`開発者ツール` | +16,581 | 45.4 | 96,468 | |
-| 4 | [jdx/mise](https://github.com/jdx/mise)
言語のバージョンを 1 つのツールでまとめて管理
`開発者ツール` | +15,035 | 41.2 | 35,557 | |
+| 4 | [jdx/mise](https://github.com/jdx/mise)
開発ツール・環境変数・タスクを 1 つで管理
`開発者ツール` | +15,035 | 41.2 | 35,557 | |
| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
フォルダ全体の文字検索が grep より速い
`開発者ツール` | +13,351 | 36.6 | 69,561 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
プラグイン不要、補完とハイライトは最初から
`開発者ツール` | +6,831 | 18.7 | 46,733 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
構文ハイライトも言語サーバーも内蔵のテキストエディタ
`開発者ツール` | +6,831 | 18.7 | 46,733 | |
| 7 | [cli/cli](https://github.com/cli/cli)
ブラウザを開かず、コマンドラインで GitHub を操作
`開発者ツール` | +6,262 | 17.2 | 46,801 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Web コードの整形とチェックを 1 つで
`開発者ツール` | +4,610 | 12.6 | 26,022 | |
@@ -190,8 +190,8 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python パッケージの導入で待たされない
`開発者ツール` | 91,352 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
フォルダ全体の文字検索が grep より速い
`開発者ツール` | 69,561 | |
| 5 | [cli/cli](https://github.com/cli/cli)
ブラウザを開かず、コマンドラインで GitHub を操作
`開発者ツール` | 46,801 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
プラグイン不要、補完とハイライトは最初から
`開発者ツール` | 46,733 | |
-| 7 | [jdx/mise](https://github.com/jdx/mise)
言語のバージョンを 1 つのツールでまとめて管理
`開発者ツール` | 35,557 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
構文ハイライトも言語サーバーも内蔵のテキストエディタ
`開発者ツール` | 46,733 | |
+| 7 | [jdx/mise](https://github.com/jdx/mise)
開発ツール・環境変数・タスクを 1 つで管理
`開発者ツール` | 35,557 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Web コードの整形とチェックを 1 つで
`開発者ツール` | 26,022 | |
## セキュリティ
@@ -212,11 +212,11 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
コンテナもコードも、安全チェックは 1 回で
`セキュリティ` | +229 | 32.7 | 38,849 | |
| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
テンプレート 1 つで、脆弱性を一括スキャン
`セキュリティ` | +226 | 32.3 | 32,453 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
コードの問題は、コミット前に見つけ出す
`セキュリティ` | +163 | 23.3 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
セキュリティのやり方は、このシリーズで十分
`セキュリティ` | +95 | 13.6 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
アプリのセキュリティは、この簡潔な手引きで
`セキュリティ` | +95 | 13.6 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
使っている依存は安全か、スキャンすればわかる
`セキュリティ` | +85 | 12.1 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
イメージを公開する前に、脆弱性を確認
`セキュリティ` | +57 | 8.1 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
コンテナイメージに脆弱性がないか、スキャンで確認
`セキュリティ` | +57 | 8.1 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
クラウドの異常に、すぐ気づける
`セキュリティ` | +34 | 4.9 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードの危ない書き方を早めに見つける
`セキュリティ` | +14 | 2.0 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードのセキュリティ問題を、スキャンで見つける
`セキュリティ` | +14 | 2.0 | 8,992 | |
### 今月もっとも伸びた（直近 30 日）
@@ -225,11 +225,11 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
テンプレート 1 つで、脆弱性を一括スキャン
`セキュリティ` | +892 | 29.7 | 32,453 | |
| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
コンテナもコードも、安全チェックは 1 回で
`セキュリティ` | +768 | 25.6 | 38,849 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
コードの問題は、コミット前に見つけ出す
`セキュリティ` | +576 | 19.2 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
セキュリティのやり方は、このシリーズで十分
`セキュリティ` | +479 | 16.0 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
アプリのセキュリティは、この簡潔な手引きで
`セキュリティ` | +479 | 16.0 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
使っている依存は安全か、スキャンすればわかる
`セキュリティ` | +227 | 7.6 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
イメージを公開する前に、脆弱性を確認
`セキュリティ` | +200 | 6.7 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
コンテナイメージに脆弱性がないか、スキャンで確認
`セキュリティ` | +200 | 6.7 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
クラウドの異常に、すぐ気づける
`セキュリティ` | +121 | 4.0 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードの危ない書き方を早めに見つける
`セキュリティ` | +42 | 1.4 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードのセキュリティ問題を、スキャンで見つける
`セキュリティ` | +42 | 1.4 | 8,992 | |
### 今年もっとも伸びた（直近 365 日）
@@ -238,24 +238,24 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
コンテナもコードも、安全チェックは 1 回で
`セキュリティ` | +10,099 | 27.7 | 38,849 | |
| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
テンプレート 1 つで、脆弱性を一括スキャン
`セキュリティ` | +7,574 | 20.8 | 32,453 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
コードの問題は、コミット前に見つけ出す
`セキュリティ` | +4,347 | 11.9 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
セキュリティのやり方は、このシリーズで十分
`セキュリティ` | +3,498 | 9.6 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
アプリのセキュリティは、この簡潔な手引きで
`セキュリティ` | +3,498 | 9.6 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
使っている依存は安全か、スキャンすればわかる
`セキュリティ` | +3,473 | 9.5 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
イメージを公開する前に、脆弱性を確認
`セキュリティ` | +2,359 | 6.5 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
コンテナイメージに脆弱性がないか、スキャンで確認
`セキュリティ` | +2,359 | 6.5 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
クラウドの異常に、すぐ気づける
`セキュリティ` | +1,265 | 3.5 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードの危ない書き方を早めに見つける
`セキュリティ` | +562 | 1.5 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードのセキュリティ問題を、スキャンで見つける
`セキュリティ` | +562 | 1.5 | 8,992 | |
### 総スター数ランキング（累計）
| # | プロジェクト | 総スター数 | スター推移 |
|---|---|---:|---|
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
コンテナもコードも、安全チェックは 1 回で
`セキュリティ` | 38,849 | |
-| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
セキュリティのやり方は、このシリーズで十分
`セキュリティ` | 33,798 | |
+| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
アプリのセキュリティは、この簡潔な手引きで
`セキュリティ` | 33,798 | |
| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
テンプレート 1 つで、脆弱性を一括スキャン
`セキュリティ` | 32,453 | |
| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
コードの問題は、コミット前に見つけ出す
`セキュリティ` | 17,352 | |
-| 5 | [anchore/grype](https://github.com/anchore/grype)
イメージを公開する前に、脆弱性を確認
`セキュリティ` | 13,141 | |
+| 5 | [anchore/grype](https://github.com/anchore/grype)
コンテナイメージに脆弱性がないか、スキャンで確認
`セキュリティ` | 13,141 | |
| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
使っている依存は安全か、スキャンすればわかる
`セキュリティ` | 11,326 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
クラウドの異常に、すぐ気づける
`セキュリティ` | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードの危ない書き方を早めに見つける
`セキュリティ` | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go コードのセキュリティ問題を、スキャンで見つける
`セキュリティ` | 8,992 | |
## Web / フロントエンド
@@ -275,11 +275,11 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
見栄えの良い部品。コピーしてすぐ使える
`Web / フロントエンド` | +723 | 103.3 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
Web もアプリの画面も、同じ書き方で
`Web / フロントエンド` | +343 | 49.0 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
スクリプトを減らして、軽く開くコンテンツサイト
`Web / フロントエンド` | +211 | 30.1 | 63,603 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
見栄えの良い部品。コードは自分のもの、自由に改造
`Web / フロントエンド` | +723 | 103.3 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
Web もネイティブアプリの画面も、これで作る
`Web / フロントエンド` | +343 | 49.0 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
コンテンツ中心のサイトを、軽量な出力で作る
`Web / フロントエンド` | +211 | 30.1 | 63,603 | |
| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React でサイトを丸ごと、フロントから裏側まで
`Web / フロントエンド` | +175 | 25.0 | 143,204 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
書くのはフレームワーク、動くのは軽いページ
`Web / フロントエンド` | +123 | 17.6 | 88,491 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
書いた部品を、コンパイラが効率的な Web コードに
`Web / フロントエンド` | +123 | 17.6 | 88,491 | |
| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS を大量に書かなくても、独自デザインに
`Web / フロントエンド` | +108 | 15.4 | 98,015 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
小さなページから始め、使う分だけ学べる
`Web / フロントエンド` | +103 | 14.7 | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
データ取得とキャッシュは、これに任せる
`Web / フロントエンド` | +49 | 7.0 | 50,497 | |
@@ -288,12 +288,12 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
見栄えの良い部品。コピーしてすぐ使える
`Web / フロントエンド` | +2,537 | 84.6 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
Web もアプリの画面も、同じ書き方で
`Web / フロントエンド` | +1,581 | 52.7 | 251,753 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
見栄えの良い部品。コードは自分のもの、自由に改造
`Web / フロントエンド` | +2,537 | 84.6 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
Web もネイティブアプリの画面も、これで作る
`Web / フロントエンド` | +1,581 | 52.7 | 251,753 | |
| 3 | [vercel/next.js](https://github.com/vercel/next.js)
React でサイトを丸ごと、フロントから裏側まで
`Web / フロントエンド` | +823 | 27.4 | 143,204 | |
-| 4 | [withastro/astro](https://github.com/withastro/astro)
スクリプトを減らして、軽く開くコンテンツサイト
`Web / フロントエンド` | +790 | 26.3 | 63,603 | |
+| 4 | [withastro/astro](https://github.com/withastro/astro)
コンテンツ中心のサイトを、軽量な出力で作る
`Web / フロントエンド` | +790 | 26.3 | 63,603 | |
| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS を大量に書かなくても、独自デザインに
`Web / フロントエンド` | +484 | 16.1 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
書くのはフレームワーク、動くのは軽いページ
`Web / フロントエンド` | +462 | 15.4 | 88,491 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
書いた部品を、コンパイラが効率的な Web コードに
`Web / フロントエンド` | +462 | 15.4 | 88,491 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
小さなページから始め、使う分だけ学べる
`Web / フロントエンド` | +408 | 13.6 | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
データ取得とキャッシュは、これに任せる
`Web / フロントエンド` | +201 | 6.7 | 50,497 | |
@@ -301,12 +301,12 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
見栄えの良い部品。コピーしてすぐ使える
`Web / フロントエンド` | +30,284 | 83.0 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
Web もアプリの画面も、同じ書き方で
`Web / フロントエンド` | +15,179 | 41.6 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
スクリプトを減らして、軽く開くコンテンツサイト
`Web / フロントエンド` | +10,483 | 28.7 | 63,603 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
見栄えの良い部品。コードは自分のもの、自由に改造
`Web / フロントエンド` | +30,284 | 83.0 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
Web もネイティブアプリの画面も、これで作る
`Web / フロントエンド` | +15,179 | 41.6 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
コンテンツ中心のサイトを、軽量な出力で作る
`Web / フロントエンド` | +10,483 | 28.7 | 63,603 | |
| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React でサイトを丸ごと、フロントから裏側まで
`Web / フロントエンド` | +10,352 | 28.4 | 143,204 | |
| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS を大量に書かなくても、独自デザインに
`Web / フロントエンド` | +8,536 | 23.4 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
書くのはフレームワーク、動くのは軽いページ
`Web / フロントエンド` | +5,260 | 14.4 | 88,491 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
書いた部品を、コンパイラが効率的な Web コードに
`Web / フロントエンド` | +5,260 | 14.4 | 88,491 | |
| 7 | [tanstack/query](https://github.com/tanstack/query)
データ取得とキャッシュは、これに任せる
`Web / フロントエンド` | +3,870 | 10.6 | 50,497 | |
| 8 | [vuejs/core](https://github.com/vuejs/core)
小さなページから始め、使う分だけ学べる
`Web / フロントエンド` | +3,622 | 9.9 | 54,798 | |
@@ -314,12 +314,12 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 総スター数 | スター推移 |
|---|---|---:|---|
-| 1 | [facebook/react](https://github.com/facebook/react)
Web もアプリの画面も、同じ書き方で
`Web / フロントエンド` | 251,753 | |
+| 1 | [facebook/react](https://github.com/facebook/react)
Web もネイティブアプリの画面も、これで作る
`Web / フロントエンド` | 251,753 | |
| 2 | [vercel/next.js](https://github.com/vercel/next.js)
React でサイトを丸ごと、フロントから裏側まで
`Web / フロントエンド` | 143,204 | |
-| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
見栄えの良い部品。コピーしてすぐ使える
`Web / フロントエンド` | 126,937 | |
+| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
見栄えの良い部品。コードは自分のもの、自由に改造
`Web / フロントエンド` | 126,937 | |
| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS を大量に書かなくても、独自デザインに
`Web / フロントエンド` | 98,015 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
書くのはフレームワーク、動くのは軽いページ
`Web / フロントエンド` | 88,491 | |
-| 6 | [withastro/astro](https://github.com/withastro/astro)
スクリプトを減らして、軽く開くコンテンツサイト
`Web / フロントエンド` | 63,603 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
書いた部品を、コンパイラが効率的な Web コードに
`Web / フロントエンド` | 88,491 | |
+| 6 | [withastro/astro](https://github.com/withastro/astro)
コンテンツ中心のサイトを、軽量な出力で作る
`Web / フロントエンド` | 63,603 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
小さなページから始め、使う分だけ学べる
`Web / フロントエンド` | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
データ取得とキャッシュは、これに任せる
`Web / フロントエンド` | 50,497 | |
@@ -342,7 +342,7 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
コンテナが増えても、配備と拡張は任せる
`インフラ` | +207 | 29.6 | 128,522 | |
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標・ログ・トレースを 1 つのパネルに
`インフラ` | +184 | 26.3 | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
システムの不具合は、アラートが先に知らせる
`インフラ` | +182 | 26.0 | 66,853 | |
-| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド資源をコードにして、変更を追えるように
`インフラ` | +114 | 16.3 | 50,087 | |
+| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド資源をコードにして、レビューもバージョン管理も
`インフラ` | +114 | 16.3 | 50,087 | |
| 6 | [docker/compose](https://github.com/docker/compose)
複数のコンテナを 1 つのファイルでまとめて動かす
`インフラ` | +114 | 16.3 | 38,525 | |
| 7 | [traefik/traefik](https://github.com/traefik/traefik)
サービスが増えても、通信は自動で振り分け
`インフラ` | +108 | 15.4 | 65,414 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
使い慣れた言語で、クラウド資源を管理
`インフラ` | +32 | 4.6 | 25,832 | |
@@ -356,7 +356,7 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標・ログ・トレースを 1 つのパネルに
`インフラ` | +760 | 25.3 | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
システムの不具合は、アラートが先に知らせる
`インフラ` | +702 | 23.4 | 66,853 | |
| 5 | [traefik/traefik](https://github.com/traefik/traefik)
サービスが増えても、通信は自動で振り分け
`インフラ` | +489 | 16.3 | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド資源をコードにして、変更を追えるように
`インフラ` | +397 | 13.2 | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド資源をコードにして、レビューもバージョン管理も
`インフラ` | +397 | 13.2 | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
複数のコンテナを 1 つのファイルでまとめて動かす
`インフラ` | +333 | 11.1 | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
使い慣れた言語で、クラウド資源を管理
`インフラ` | +135 | 4.5 | 25,832 | |
@@ -369,7 +369,7 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 3 | [traefik/traefik](https://github.com/traefik/traefik)
サービスが増えても、通信は自動で振り分け
`インフラ` | +8,750 | 24.0 | 65,414 | |
| 4 | [grafana/grafana](https://github.com/grafana/grafana)
指標・ログ・トレースを 1 つのパネルに
`インフラ` | +7,871 | 21.6 | 77,585 | |
| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
システムの不具合は、アラートが先に知らせる
`インフラ` | +6,537 | 17.9 | 66,853 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド資源をコードにして、変更を追えるように
`インフラ` | +3,760 | 10.3 | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド資源をコードにして、レビューもバージョン管理も
`インフラ` | +3,760 | 10.3 | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
複数のコンテナを 1 つのファイルでまとめて動かす
`インフラ` | +2,590 | 7.1 | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
使い慣れた言語で、クラウド資源を管理
`インフラ` | +2,089 | 5.7 | 25,832 | |
@@ -382,7 +382,7 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標・ログ・トレースを 1 つのパネルに
`インフラ` | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
システムの不具合は、アラートが先に知らせる
`インフラ` | 66,853 | |
| 5 | [traefik/traefik](https://github.com/traefik/traefik)
サービスが増えても、通信は自動で振り分け
`インフラ` | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド資源をコードにして、変更を追えるように
`インフラ` | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
クラウド資源をコードにして、レビューもバージョン管理も
`インフラ` | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
複数のコンテナを 1 つのファイルでまとめて動かす
`インフラ` | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
使い慣れた言語で、クラウド資源を管理
`インフラ` | 25,832 | |
@@ -399,11 +399,11 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開いてすぐ描ける、紙に落書きする感覚で
`デザイン / クリエイティブ` | +459 | 65.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チームのデザインとプロトタイプはオープンソースで
`デザイン / クリエイティブ` | +379 | 54.1 | 61,862 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チームで一緒にデザイン、オープンソースの基盤で
`デザイン / クリエイティブ` | +379 | 54.1 | 61,862 | |
| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
スタイルが揃ったアイコン一式、すぐ使える
`デザイン / クリエイティブ` | +173 | 24.7 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
フローチャートや図は、ドラッグで完成
`デザイン / クリエイティブ` | +145 | 20.7 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind でも、選べる部品が最初から揃う
`デザイン / クリエイティブ` | +69 | 9.9 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
画面・図・スライドに、アイコン一式で足りる
`デザイン / クリエイティブ` | +43 | 6.1 | 7,743 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
作図もホワイトボードも、1 つのエディタで
`デザイン / クリエイティブ` | +145 | 20.7 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind 用の部品が最初から揃っている
`デザイン / クリエイティブ` | +69 | 9.9 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
誰でも使える、柔軟なアイコンファミリー
`デザイン / クリエイティブ` | +43 | 6.1 | 7,743 | |
| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects のアニメを、そのまま Web に
`デザイン / クリエイティブ` | +33 | 4.7 | 32,290 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects のアニメを、そのまま iOS に
`デザイン / クリエイティブ` | +0 | 0.0 | 43 | |
@@ -412,12 +412,12 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開いてすぐ描ける、紙に落書きする感覚で
`デザイン / クリエイティブ` | +1,937 | 64.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チームのデザインとプロトタイプはオープンソースで
`デザイン / クリエイティブ` | +1,505 | 50.2 | 61,862 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チームで一緒にデザイン、オープンソースの基盤で
`デザイン / クリエイティブ` | +1,505 | 50.2 | 61,862 | |
| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
スタイルが揃ったアイコン一式、すぐ使える
`デザイン / クリエイティブ` | +646 | 21.5 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
フローチャートや図は、ドラッグで完成
`デザイン / クリエイティブ` | +613 | 20.4 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind でも、選べる部品が最初から揃う
`デザイン / クリエイティブ` | +274 | 9.1 | 42,707 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
作図もホワイトボードも、1 つのエディタで
`デザイン / クリエイティブ` | +613 | 20.4 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind 用の部品が最初から揃っている
`デザイン / クリエイティブ` | +274 | 9.1 | 42,707 | |
| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects のアニメを、そのまま Web に
`デザイン / クリエイティブ` | +189 | 6.3 | 32,290 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
画面・図・スライドに、アイコン一式で足りる
`デザイン / クリエイティブ` | +183 | 6.1 | 7,743 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
誰でも使える、柔軟なアイコンファミリー
`デザイン / クリエイティブ` | +183 | 6.1 | 7,743 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects のアニメを、そのまま iOS に
`デザイン / クリエイティブ` | +0 | 0.0 | 43 | |
### 今年もっとも伸びた（直近 365 日）
@@ -425,11 +425,11 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 増加数 | スター/日 | 総スター数 | スター推移 |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開いてすぐ描ける、紙に落書きする感覚で
`デザイン / クリエイティブ` | +26,967 | 73.9 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チームのデザインとプロトタイプはオープンソースで
`デザイン / クリエイティブ` | +21,637 | 59.3 | 61,862 | |
-| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
フローチャートや図は、ドラッグで完成
`デザイン / クリエイティブ` | +6,446 | 17.7 | 9,075 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チームで一緒にデザイン、オープンソースの基盤で
`デザイン / クリエイティブ` | +21,637 | 59.3 | 61,862 | |
+| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
作図もホワイトボードも、1 つのエディタで
`デザイン / クリエイティブ` | +6,446 | 17.7 | 9,075 | |
| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
スタイルが揃ったアイコン一式、すぐ使える
`デザイン / クリエイティブ` | +6,210 | 17.0 | 25,390 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind でも、選べる部品が最初から揃う
`デザイン / クリエイティブ` | +4,240 | 11.6 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
画面・図・スライドに、アイコン一式で足りる
`デザイン / クリエイティブ` | +2,191 | 6.0 | 7,743 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind 用の部品が最初から揃っている
`デザイン / クリエイティブ` | +4,240 | 11.6 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
誰でも使える、柔軟なアイコンファミリー
`デザイン / クリエイティブ` | +2,191 | 6.0 | 7,743 | |
| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects のアニメを、そのまま Web に
`デザイン / クリエイティブ` | +1,055 | 2.9 | 32,290 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects のアニメを、そのまま iOS に
`デザイン / クリエイティブ` | +1 | 0.0 | 43 | |
@@ -438,12 +438,12 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 総スター数 | スター推移 |
|---|---|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開いてすぐ描ける、紙に落書きする感覚で
`デザイン / クリエイティブ` | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チームのデザインとプロトタイプはオープンソースで
`デザイン / クリエイティブ` | 61,862 | |
-| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind でも、選べる部品が最初から揃う
`デザイン / クリエイティブ` | 42,707 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
チームで一緒にデザイン、オープンソースの基盤で
`デザイン / クリエイティブ` | 61,862 | |
+| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind 用の部品が最初から揃っている
`デザイン / クリエイティブ` | 42,707 | |
| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects のアニメを、そのまま Web に
`デザイン / クリエイティブ` | 32,290 | |
| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
スタイルが揃ったアイコン一式、すぐ使える
`デザイン / クリエイティブ` | 25,390 | |
-| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
フローチャートや図は、ドラッグで完成
`デザイン / クリエイティブ` | 9,075 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
画面・図・スライドに、アイコン一式で足りる
`デザイン / クリエイティブ` | 7,743 | |
+| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
作図もホワイトボードも、1 つのエディタで
`デザイン / クリエイティブ` | 9,075 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
誰でも使える、柔軟なアイコンファミリー
`デザイン / クリエイティブ` | 7,743 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects のアニメを、そのまま iOS に
`デザイン / クリエイティブ` | 43 | |
## データ
@@ -454,7 +454,7 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| # | プロジェクト | 作成日（UTC） | 総スター数 | スター/日 | スター推移 |
|---|---|---|---:|---:|---|
-| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
データ変換は、オープンソースコミュニティのツールで | 2026-10-25
5.0 日 | 269 | 53.5 | |
+| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
オープンソースにふさわしいデータ変換ツール | 2026-10-25
5.0 日 | 269 | 53.5 | |
### 今週もっとも伸びた（直近 7 日）
@@ -464,10 +464,10 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量データのリアルタイム分析をオープンソースで
`データ` | +135 | 19.3 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
データは、グラフにすれば見えてくる
`データ` | +127 | 18.1 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表データの処理が速く、待たされない
`データ` | +77 | 11.0 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
システム間のメッセージを、確実に受け止める
`データ` | +70 | 10.0 | 34,100 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
システム間のイベントの流れを、分散基盤で運ぶ
`データ` | +70 | 10.0 | 34,100 | |
| 6 | [apache/arrow](https://github.com/apache/arrow)
言語が違っても、データはそのまま通じる
`データ` | +47 | 6.7 | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
データウェアハウスの SQL もバージョン管理とテストを
`データ` | +42 | 6.0 | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
コードと結果と説明を、1 ページにまとめる
`データ` | +6 | 0.9 | 13,461 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
データ変換を、ソフトウェア開発のやり方で
`データ` | +42 | 6.0 | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
ブラウザでコードを書き、結果をその場で確認
`データ` | +6 | 0.9 | 13,461 | |
### 今月もっとも伸びた（直近 30 日）
@@ -477,10 +477,10 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量データのリアルタイム分析をオープンソースで
`データ` | +618 | 20.6 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
データは、グラフにすれば見えてくる
`データ` | +483 | 16.1 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表データの処理が速く、待たされない
`データ` | +385 | 12.8 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
システム間のメッセージを、確実に受け止める
`データ` | +304 | 10.1 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
データウェアハウスの SQL もバージョン管理とテストを
`データ` | +177 | 5.9 | 14,104 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
システム間のイベントの流れを、分散基盤で運ぶ
`データ` | +304 | 10.1 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
データ変換を、ソフトウェア開発のやり方で
`データ` | +177 | 5.9 | 14,104 | |
| 7 | [apache/arrow](https://github.com/apache/arrow)
言語が違っても、データはそのまま通じる
`データ` | +115 | 3.8 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
コードと結果と説明を、1 ページにまとめる
`データ` | +71 | 2.4 | 13,461 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
ブラウザでコードを書き、結果をその場で確認
`データ` | +71 | 2.4 | 13,461 | |
### 今年もっとも伸びた（直近 365 日）
@@ -490,10 +490,10 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量データのリアルタイム分析をオープンソースで
`データ` | +7,643 | 20.9 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
データは、グラフにすれば見えてくる
`データ` | +7,461 | 20.4 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表データの処理が速く、待たされない
`データ` | +4,866 | 13.3 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
システム間のメッセージを、確実に受け止める
`データ` | +3,302 | 9.0 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
データウェアハウスの SQL もバージョン管理とテストを
`データ` | +2,470 | 6.8 | 14,104 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
システム間のイベントの流れを、分散基盤で運ぶ
`データ` | +3,302 | 9.0 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
データ変換を、ソフトウェア開発のやり方で
`データ` | +2,470 | 6.8 | 14,104 | |
| 7 | [apache/arrow](https://github.com/apache/arrow)
言語が違っても、データはそのまま通じる
`データ` | +1,313 | 3.6 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
コードと結果と説明を、1 ページにまとめる
`データ` | +916 | 2.5 | 13,461 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
ブラウザでコードを書き、結果をその場で確認
`データ` | +916 | 2.5 | 13,461 | |
### 総スター数ランキング（累計）
@@ -503,10 +503,10 @@ GitHub Trending は GitHub 公式のページです。GitHub Risers は独立し
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量データのリアルタイム分析をオープンソースで
`データ` | 50,670 | |
| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
データベースサーバーなしで、SQL 分析ができる
`データ` | 42,680 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表データの処理が速く、待たされない
`データ` | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
システム間のメッセージを、確実に受け止める
`データ` | 34,100 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
システム間のイベントの流れを、分散基盤で運ぶ
`データ` | 34,100 | |
| 6 | [apache/arrow](https://github.com/apache/arrow)
言語が違っても、データはそのまま通じる
`データ` | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
データウェアハウスの SQL もバージョン管理とテストを
`データ` | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
コードと結果と説明を、1 ページにまとめる
`データ` | 13,461 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
データ変換を、ソフトウェア開発のやり方で
`データ` | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
ブラウザでコードを書き、結果をその場で確認
`データ` | 13,461 | |
---
diff --git a/README.ko.md b/README.ko.md
index 26072c2..fffdb38 100644
--- a/README.ko.md
+++ b/README.ko.md
@@ -66,7 +66,7 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
AI가 어떤 소프트웨어든 클론해 준다
`AI` | +41,593 | 5,941.9 | 409,565 | |
-| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI가 쓴 코드를 다른 AI가 다시 짚어 준다
`AI` | +13,079 | 1,868.4 | 53,235 | |
+| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI가 취약점을 찾고, 다른 AI가 하나씩 검증
`AI` | +13,079 | 1,868.4 | 53,235 | |
| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
원하는 에이전트를 플러그인으로 직접 조립
`AI` | +7,979 | 1,139.9 | 266,274 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
AI 여러 개가 함께 쓰니 뭐가 나은지 한눈에
`AI` | +7,519 | 1,074.1 | 110,515 | |
| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 쓸데없는 코드는 줄이고 필요한 건 정확히
`AI` | +6,688 | 955.4 | 180,485 | |
@@ -82,7 +82,7 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
|---|---|---:|---:|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
AI가 어떤 소프트웨어든 클론해 준다
`AI` | +408,693 | 13,623.1 | 409,565 | |
| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 쓸데없는 코드는 줄이고 필요한 건 정확히
`AI` | +33,133 | 1,104.4 | 180,485 | |
-| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI가 쓴 코드를 다른 AI가 다시 짚어 준다
`AI` | +30,082 | 1,002.7 | 53,235 | |
+| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI가 취약점을 찾고, 다른 AI가 하나씩 검증
`AI` | +30,082 | 1,002.7 | 53,235 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
AI 여러 개가 함께 쓰니 뭐가 나은지 한눈에
`AI` | +29,219 | 974.0 | 110,515 | |
| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
원하는 에이전트를 플러그인으로 직접 조립
`AI` | +27,143 | 904.8 | 266,274 | |
| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
코딩 AI에 기억, 스킬, 보안 점검을 더한다
`AI` | +24,768 | 825.6 | 292,932 | |
@@ -98,12 +98,12 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
원하는 에이전트를 플러그인으로 직접 조립
`AI` | +266,171 | 3,412.4 †
÷78일 | 266,274 | |
| 2 | [morluto/rea](https://github.com/morluto/rea)
AI가 어떤 소프트웨어든 클론해 준다
`AI` | +409,095 | 2,055.8 †
÷199일 | 409,565 | |
| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 쓸데없는 코드는 줄이고 필요한 건 정확히
`AI` | +180,405 | 1,288.6 †
÷140일 | 180,485 | |
-| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
일을 끝내는 AI, 데이터는 내 컴퓨터에 남는다
`AI` | +393,398 | 1,157.1 †
÷340일 | 393,413 | |
+| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
일을 끝내는 AI 비서, 내 기기에서 돌아간다
`AI` | +393,398 | 1,157.1 †
÷340일 | 393,413 | |
| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
코딩 AI에 기억, 스킬, 보안 점검을 더한다
`AI` | +292,884 | 1,027.7 †
÷285일 | 292,932 | |
| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
쓸수록 일을 더 잘하는 AI 도우미
`AI` | +258,600 | 708.5 | 258,636 | |
| 7 | [yetone/magpie](https://github.com/yetone/magpie)
코딩 AI의 모델을 바꾸고, 한도가 차도 이어서
`AI` | +25,719 | 695.1 †
÷37일 | 25,810 | |
| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
너무 커서 못 읽겠다면 이 지도부터 보자
`AI` | +138,922 | 661.5 †
÷210일 | 138,983 | |
-| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
브라우저 없이 터미널에서 AI가 코드를 쓴다
`AI` | +194,805 | 533.7 | 223,154 | |
+| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
터미널에서 오픈 소스 AI가 코드를 쓴다
`AI` | +194,805 | 533.7 | 223,154 | |
| 10 | [stablyai/orca](https://github.com/stablyai/orca)
AI 여러 개가 함께 쓰니 뭐가 나은지 한눈에
`AI` | +110,415 | 486.4 †
÷227일 | 110,515 | |
† 저장소가 집계 기간보다 새로 만들어져, 스타/일은 전체 기간이 아니라 저장소 나이(숫자 아래 표시, 일 단위)로 나눈 값입니다.
@@ -113,11 +113,11 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 총 스타 | 스타 추이 |
|---|---|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
AI가 어떤 소프트웨어든 클론해 준다
`AI` | 409,565 | |
-| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
일을 끝내는 AI, 데이터는 내 컴퓨터에 남는다
`AI` | 393,413 | |
+| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
일을 끝내는 AI 비서, 내 기기에서 돌아간다
`AI` | 393,413 | |
| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
코딩 AI에 기억, 스킬, 보안 점검을 더한다
`AI` | 292,932 | |
| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
원하는 에이전트를 플러그인으로 직접 조립
`AI` | 266,274 | |
| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
쓸수록 일을 더 잘하는 AI 도우미
`AI` | 258,636 | |
-| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
브라우저 없이 터미널에서 AI가 코드를 쓴다
`AI` | 223,154 | |
+| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
터미널에서 오픈 소스 AI가 코드를 쓴다
`AI` | 223,154 | |
| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Claude 스킬 작성법은 공식 예제로 배운다
`AI` | 184,884 | |
| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
AI의 쓸데없는 코드는 줄이고 필요한 건 정확히
`AI` | 180,485 | |
| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
설정 파일 안 고치고 원클릭으로 전환
`AI` | 150,238 | |
@@ -148,11 +148,11 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
|---|---|---:|---:|---:|---|
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
열자마자 빠르고, 함께 코딩도 된다
`개발자 도구` | +396 | 56.6 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python 패키지 설치, 더 이상 기다리지 않는다
`개발자 도구` | +343 | 49.0 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
여러 언어 버전을 도구 하나로 관리
`개발자 도구` | +287 | 41.0 | 35,557 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
개발 도구·환경 변수·작업을 도구 하나로
`개발자 도구` | +287 | 41.0 | 35,557 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
폴더 전체의 글자 검색, grep보다 빠르다
`개발자 도구` | +242 | 34.6 | 69,561 | |
| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
실행·번들·테스트·설치를 도구 하나로
`개발자 도구` | +161 | 23.0 | 96,468 | |
| 6 | [cli/cli](https://github.com/cli/cli)
브라우저 없이 명령줄에서 GitHub 처리
`개발자 도구` | +111 | 15.9 | 46,801 | |
-| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
플러그인 없이 자동완성·하이라이트가 기본
`개발자 도구` | +93 | 13.3 | 46,733 | |
+| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
구문 강조와 언어 서버가 내장된 텍스트 편집기
`개발자 도구` | +93 | 13.3 | 46,733 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
웹 코드 정리와 점검을 도구 하나로
`개발자 도구` | +55 | 7.9 | 26,022 | |
### 이번 달 가장 빨리 오른 프로젝트 (최근 30일)
@@ -161,10 +161,10 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
|---|---|---:|---:|---:|---|
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
열자마자 빠르고, 함께 코딩도 된다
`개발자 도구` | +1,614 | 53.8 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python 패키지 설치, 더 이상 기다리지 않는다
`개발자 도구` | +1,247 | 41.6 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
여러 언어 버전을 도구 하나로 관리
`개발자 도구` | +1,198 | 39.9 | 35,557 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
개발 도구·환경 변수·작업을 도구 하나로
`개발자 도구` | +1,198 | 39.9 | 35,557 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
폴더 전체의 글자 검색, grep보다 빠르다
`개발자 도구` | +984 | 32.8 | 69,561 | |
| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
실행·번들·테스트·설치를 도구 하나로
`개발자 도구` | +673 | 22.4 | 96,468 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
플러그인 없이 자동완성·하이라이트가 기본
`개발자 도구` | +468 | 15.6 | 46,733 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
구문 강조와 언어 서버가 내장된 텍스트 편집기
`개발자 도구` | +468 | 15.6 | 46,733 | |
| 7 | [cli/cli](https://github.com/cli/cli)
브라우저 없이 명령줄에서 GitHub 처리
`개발자 도구` | +442 | 14.7 | 46,801 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
웹 코드 정리와 점검을 도구 하나로
`개발자 도구` | +210 | 7.0 | 26,022 | |
@@ -175,9 +175,9 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
열자마자 빠르고, 함께 코딩도 된다
`개발자 도구` | +25,774 | 70.6 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python 패키지 설치, 더 이상 기다리지 않는다
`개발자 도구` | +21,546 | 59.0 | 91,352 | |
| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
실행·번들·테스트·설치를 도구 하나로
`개발자 도구` | +16,581 | 45.4 | 96,468 | |
-| 4 | [jdx/mise](https://github.com/jdx/mise)
여러 언어 버전을 도구 하나로 관리
`개발자 도구` | +15,035 | 41.2 | 35,557 | |
+| 4 | [jdx/mise](https://github.com/jdx/mise)
개발 도구·환경 변수·작업을 도구 하나로
`개발자 도구` | +15,035 | 41.2 | 35,557 | |
| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
폴더 전체의 글자 검색, grep보다 빠르다
`개발자 도구` | +13,351 | 36.6 | 69,561 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
플러그인 없이 자동완성·하이라이트가 기본
`개발자 도구` | +6,831 | 18.7 | 46,733 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
구문 강조와 언어 서버가 내장된 텍스트 편집기
`개발자 도구` | +6,831 | 18.7 | 46,733 | |
| 7 | [cli/cli](https://github.com/cli/cli)
브라우저 없이 명령줄에서 GitHub 처리
`개발자 도구` | +6,262 | 17.2 | 46,801 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
웹 코드 정리와 점검을 도구 하나로
`개발자 도구` | +4,610 | 12.6 | 26,022 | |
@@ -190,8 +190,8 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
Python 패키지 설치, 더 이상 기다리지 않는다
`개발자 도구` | 91,352 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
폴더 전체의 글자 검색, grep보다 빠르다
`개발자 도구` | 69,561 | |
| 5 | [cli/cli](https://github.com/cli/cli)
브라우저 없이 명령줄에서 GitHub 처리
`개발자 도구` | 46,801 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
플러그인 없이 자동완성·하이라이트가 기본
`개발자 도구` | 46,733 | |
-| 7 | [jdx/mise](https://github.com/jdx/mise)
여러 언어 버전을 도구 하나로 관리
`개발자 도구` | 35,557 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
구문 강조와 언어 서버가 내장된 텍스트 편집기
`개발자 도구` | 46,733 | |
+| 7 | [jdx/mise](https://github.com/jdx/mise)
개발 도구·환경 변수·작업을 도구 하나로
`개발자 도구` | 35,557 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
웹 코드 정리와 점검을 도구 하나로
`개발자 도구` | 26,022 | |
## 보안
@@ -212,11 +212,11 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
컨테이너와 코드 저장소 보안 점검을 한 번에
`보안` | +229 | 32.7 | 38,849 | |
| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
템플릿 하나로 취약점을 한꺼번에 스캔
`보안` | +226 | 32.3 | 32,453 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
코드의 문제는 커밋 전에 찾아낸다
`보안` | +163 | 23.3 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
보안은 어떻게 하나? 이 문서면 충분하다
`보안` | +95 | 13.6 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
앱 보안은 이 간결한 가이드로
`보안` | +95 | 13.6 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
쓰는 의존성이 안전한지, 스캔하면 안다
`보안` | +85 | 12.1 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
이미지를 올리기 전에 취약점부터 확인
`보안` | +57 | 8.1 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
컨테이너 이미지에 취약점이 있는지 스캔으로 확인
`보안` | +57 | 8.1 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
클라우드의 이상 징후를 바로 안다
`보안` | +34 | 4.9 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 위험한 작성 패턴을 미리 찾는다
`보안` | +14 | 2.0 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 보안 문제를 스캔으로 찾는다
`보안` | +14 | 2.0 | 8,992 | |
### 이번 달 가장 빨리 오른 프로젝트 (최근 30일)
@@ -225,11 +225,11 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
템플릿 하나로 취약점을 한꺼번에 스캔
`보안` | +892 | 29.7 | 32,453 | |
| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
컨테이너와 코드 저장소 보안 점검을 한 번에
`보안` | +768 | 25.6 | 38,849 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
코드의 문제는 커밋 전에 찾아낸다
`보안` | +576 | 19.2 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
보안은 어떻게 하나? 이 문서면 충분하다
`보안` | +479 | 16.0 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
앱 보안은 이 간결한 가이드로
`보안` | +479 | 16.0 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
쓰는 의존성이 안전한지, 스캔하면 안다
`보안` | +227 | 7.6 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
이미지를 올리기 전에 취약점부터 확인
`보안` | +200 | 6.7 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
컨테이너 이미지에 취약점이 있는지 스캔으로 확인
`보안` | +200 | 6.7 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
클라우드의 이상 징후를 바로 안다
`보안` | +121 | 4.0 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 위험한 작성 패턴을 미리 찾는다
`보안` | +42 | 1.4 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 보안 문제를 스캔으로 찾는다
`보안` | +42 | 1.4 | 8,992 | |
### 올해 가장 빨리 오른 프로젝트 (최근 365일)
@@ -238,24 +238,24 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
컨테이너와 코드 저장소 보안 점검을 한 번에
`보안` | +10,099 | 27.7 | 38,849 | |
| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
템플릿 하나로 취약점을 한꺼번에 스캔
`보안` | +7,574 | 20.8 | 32,453 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
코드의 문제는 커밋 전에 찾아낸다
`보안` | +4,347 | 11.9 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
보안은 어떻게 하나? 이 문서면 충분하다
`보안` | +3,498 | 9.6 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
앱 보안은 이 간결한 가이드로
`보안` | +3,498 | 9.6 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
쓰는 의존성이 안전한지, 스캔하면 안다
`보안` | +3,473 | 9.5 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
이미지를 올리기 전에 취약점부터 확인
`보안` | +2,359 | 6.5 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
컨테이너 이미지에 취약점이 있는지 스캔으로 확인
`보안` | +2,359 | 6.5 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
클라우드의 이상 징후를 바로 안다
`보안` | +1,265 | 3.5 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 위험한 작성 패턴을 미리 찾는다
`보안` | +562 | 1.5 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 보안 문제를 스캔으로 찾는다
`보안` | +562 | 1.5 | 8,992 | |
### 총 스타 수 (누적)
| # | 프로젝트 | 총 스타 | 스타 추이 |
|---|---|---:|---|
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
컨테이너와 코드 저장소 보안 점검을 한 번에
`보안` | 38,849 | |
-| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
보안은 어떻게 하나? 이 문서면 충분하다
`보안` | 33,798 | |
+| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
앱 보안은 이 간결한 가이드로
`보안` | 33,798 | |
| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
템플릿 하나로 취약점을 한꺼번에 스캔
`보안` | 32,453 | |
| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
코드의 문제는 커밋 전에 찾아낸다
`보안` | 17,352 | |
-| 5 | [anchore/grype](https://github.com/anchore/grype)
이미지를 올리기 전에 취약점부터 확인
`보안` | 13,141 | |
+| 5 | [anchore/grype](https://github.com/anchore/grype)
컨테이너 이미지에 취약점이 있는지 스캔으로 확인
`보안` | 13,141 | |
| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
쓰는 의존성이 안전한지, 스캔하면 안다
`보안` | 11,326 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
클라우드의 이상 징후를 바로 안다
`보안` | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 위험한 작성 패턴을 미리 찾는다
`보안` | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 코드의 보안 문제를 스캔으로 찾는다
`보안` | 8,992 | |
## Web / 프론트엔드
@@ -275,11 +275,11 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
예쁜 컴포넌트, 복사해서 바로 쓴다
`Web / 프론트엔드` | +723 | 103.3 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
웹과 앱 화면을 같은 방식으로
`Web / 프론트엔드` | +343 | 49.0 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
스크립트를 줄여 더 가볍게 열리는 콘텐츠 사이트
`Web / 프론트엔드` | +211 | 30.1 | 63,603 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
예쁜 컴포넌트, 코드는 내 것이니 마음대로 고친다
`Web / 프론트엔드` | +723 | 103.3 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
웹과 네이티브 앱 화면을 이걸로 만든다
`Web / 프론트엔드` | +343 | 49.0 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
가벼운 결과물로 만드는 콘텐츠 중심 사이트
`Web / 프론트엔드` | +211 | 30.1 | 63,603 | |
| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React로 사이트 전체를 앞뒤까지 완성
`Web / 프론트엔드` | +175 | 25.0 | 143,204 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
쓰는 건 프레임워크, 돌아가는 건 가벼운 페이지
`Web / 프론트엔드` | +123 | 17.6 | 88,491 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
작성한 컴포넌트를 컴파일러가 효율적인 웹 코드로
`Web / 프론트엔드` | +123 | 17.6 | 88,491 | |
| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS를 잔뜩 안 써도 맞춤 디자인
`Web / 프론트엔드` | +108 | 15.4 | 98,015 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
작은 페이지부터, 쓰는 만큼만 배운다
`Web / 프론트엔드` | +103 | 14.7 | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
데이터 요청과 캐시는 이 도구에 맡긴다
`Web / 프론트엔드` | +49 | 7.0 | 50,497 | |
@@ -288,12 +288,12 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
예쁜 컴포넌트, 복사해서 바로 쓴다
`Web / 프론트엔드` | +2,537 | 84.6 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
웹과 앱 화면을 같은 방식으로
`Web / 프론트엔드` | +1,581 | 52.7 | 251,753 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
예쁜 컴포넌트, 코드는 내 것이니 마음대로 고친다
`Web / 프론트엔드` | +2,537 | 84.6 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
웹과 네이티브 앱 화면을 이걸로 만든다
`Web / 프론트엔드` | +1,581 | 52.7 | 251,753 | |
| 3 | [vercel/next.js](https://github.com/vercel/next.js)
React로 사이트 전체를 앞뒤까지 완성
`Web / 프론트엔드` | +823 | 27.4 | 143,204 | |
-| 4 | [withastro/astro](https://github.com/withastro/astro)
스크립트를 줄여 더 가볍게 열리는 콘텐츠 사이트
`Web / 프론트엔드` | +790 | 26.3 | 63,603 | |
+| 4 | [withastro/astro](https://github.com/withastro/astro)
가벼운 결과물로 만드는 콘텐츠 중심 사이트
`Web / 프론트엔드` | +790 | 26.3 | 63,603 | |
| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS를 잔뜩 안 써도 맞춤 디자인
`Web / 프론트엔드` | +484 | 16.1 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
쓰는 건 프레임워크, 돌아가는 건 가벼운 페이지
`Web / 프론트엔드` | +462 | 15.4 | 88,491 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
작성한 컴포넌트를 컴파일러가 효율적인 웹 코드로
`Web / 프론트엔드` | +462 | 15.4 | 88,491 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
작은 페이지부터, 쓰는 만큼만 배운다
`Web / 프론트엔드` | +408 | 13.6 | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
데이터 요청과 캐시는 이 도구에 맡긴다
`Web / 프론트엔드` | +201 | 6.7 | 50,497 | |
@@ -301,12 +301,12 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
예쁜 컴포넌트, 복사해서 바로 쓴다
`Web / 프론트엔드` | +30,284 | 83.0 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
웹과 앱 화면을 같은 방식으로
`Web / 프론트엔드` | +15,179 | 41.6 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
스크립트를 줄여 더 가볍게 열리는 콘텐츠 사이트
`Web / 프론트엔드` | +10,483 | 28.7 | 63,603 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
예쁜 컴포넌트, 코드는 내 것이니 마음대로 고친다
`Web / 프론트엔드` | +30,284 | 83.0 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
웹과 네이티브 앱 화면을 이걸로 만든다
`Web / 프론트엔드` | +15,179 | 41.6 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
가벼운 결과물로 만드는 콘텐츠 중심 사이트
`Web / 프론트엔드` | +10,483 | 28.7 | 63,603 | |
| 4 | [vercel/next.js](https://github.com/vercel/next.js)
React로 사이트 전체를 앞뒤까지 완성
`Web / 프론트엔드` | +10,352 | 28.4 | 143,204 | |
| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS를 잔뜩 안 써도 맞춤 디자인
`Web / 프론트엔드` | +8,536 | 23.4 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
쓰는 건 프레임워크, 돌아가는 건 가벼운 페이지
`Web / 프론트엔드` | +5,260 | 14.4 | 88,491 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
작성한 컴포넌트를 컴파일러가 효율적인 웹 코드로
`Web / 프론트엔드` | +5,260 | 14.4 | 88,491 | |
| 7 | [tanstack/query](https://github.com/tanstack/query)
데이터 요청과 캐시는 이 도구에 맡긴다
`Web / 프론트엔드` | +3,870 | 10.6 | 50,497 | |
| 8 | [vuejs/core](https://github.com/vuejs/core)
작은 페이지부터, 쓰는 만큼만 배운다
`Web / 프론트엔드` | +3,622 | 9.9 | 54,798 | |
@@ -314,12 +314,12 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 총 스타 | 스타 추이 |
|---|---|---:|---|
-| 1 | [facebook/react](https://github.com/facebook/react)
웹과 앱 화면을 같은 방식으로
`Web / 프론트엔드` | 251,753 | |
+| 1 | [facebook/react](https://github.com/facebook/react)
웹과 네이티브 앱 화면을 이걸로 만든다
`Web / 프론트엔드` | 251,753 | |
| 2 | [vercel/next.js](https://github.com/vercel/next.js)
React로 사이트 전체를 앞뒤까지 완성
`Web / 프론트엔드` | 143,204 | |
-| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
예쁜 컴포넌트, 복사해서 바로 쓴다
`Web / 프론트엔드` | 126,937 | |
+| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
예쁜 컴포넌트, 코드는 내 것이니 마음대로 고친다
`Web / 프론트엔드` | 126,937 | |
| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
CSS를 잔뜩 안 써도 맞춤 디자인
`Web / 프론트엔드` | 98,015 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
쓰는 건 프레임워크, 돌아가는 건 가벼운 페이지
`Web / 프론트엔드` | 88,491 | |
-| 6 | [withastro/astro](https://github.com/withastro/astro)
스크립트를 줄여 더 가볍게 열리는 콘텐츠 사이트
`Web / 프론트엔드` | 63,603 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
작성한 컴포넌트를 컴파일러가 효율적인 웹 코드로
`Web / 프론트엔드` | 88,491 | |
+| 6 | [withastro/astro](https://github.com/withastro/astro)
가벼운 결과물로 만드는 콘텐츠 중심 사이트
`Web / 프론트엔드` | 63,603 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
작은 페이지부터, 쓰는 만큼만 배운다
`Web / 프론트엔드` | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
데이터 요청과 캐시는 이 도구에 맡긴다
`Web / 프론트엔드` | 50,497 | |
@@ -342,7 +342,7 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
컨테이너가 늘어도 배포와 확장은 맡긴다
`인프라` | +207 | 29.6 | 128,522 | |
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
지표·로그·트레이스를 한 대시보드에
`인프라` | +184 | 26.3 | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
시스템에 문제가 생기면 알림이 먼저 찾아온다
`인프라` | +182 | 26.0 | 66,853 | |
-| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 자원을 코드로, 변경 내역이 남는다
`인프라` | +114 | 16.3 | 50,087 | |
+| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 자원을 코드로, 검토도 버전 관리도
`인프라` | +114 | 16.3 | 50,087 | |
| 6 | [docker/compose](https://github.com/docker/compose)
여러 컨테이너를 파일 하나로 함께 실행
`인프라` | +114 | 16.3 | 38,525 | |
| 7 | [traefik/traefik](https://github.com/traefik/traefik)
서비스가 늘어도 트래픽은 자동 분배
`인프라` | +108 | 15.4 | 65,414 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
익숙한 프로그래밍 언어로 클라우드 자원 관리
`인프라` | +32 | 4.6 | 25,832 | |
@@ -356,7 +356,7 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
지표·로그·트레이스를 한 대시보드에
`인프라` | +760 | 25.3 | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
시스템에 문제가 생기면 알림이 먼저 찾아온다
`인프라` | +702 | 23.4 | 66,853 | |
| 5 | [traefik/traefik](https://github.com/traefik/traefik)
서비스가 늘어도 트래픽은 자동 분배
`인프라` | +489 | 16.3 | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 자원을 코드로, 변경 내역이 남는다
`인프라` | +397 | 13.2 | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 자원을 코드로, 검토도 버전 관리도
`인프라` | +397 | 13.2 | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
여러 컨테이너를 파일 하나로 함께 실행
`인프라` | +333 | 11.1 | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
익숙한 프로그래밍 언어로 클라우드 자원 관리
`인프라` | +135 | 4.5 | 25,832 | |
@@ -369,7 +369,7 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 3 | [traefik/traefik](https://github.com/traefik/traefik)
서비스가 늘어도 트래픽은 자동 분배
`인프라` | +8,750 | 24.0 | 65,414 | |
| 4 | [grafana/grafana](https://github.com/grafana/grafana)
지표·로그·트레이스를 한 대시보드에
`인프라` | +7,871 | 21.6 | 77,585 | |
| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
시스템에 문제가 생기면 알림이 먼저 찾아온다
`인프라` | +6,537 | 17.9 | 66,853 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 자원을 코드로, 변경 내역이 남는다
`인프라` | +3,760 | 10.3 | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 자원을 코드로, 검토도 버전 관리도
`인프라` | +3,760 | 10.3 | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
여러 컨테이너를 파일 하나로 함께 실행
`인프라` | +2,590 | 7.1 | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
익숙한 프로그래밍 언어로 클라우드 자원 관리
`인프라` | +2,089 | 5.7 | 25,832 | |
@@ -382,7 +382,7 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
지표·로그·트레이스를 한 대시보드에
`인프라` | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
시스템에 문제가 생기면 알림이 먼저 찾아온다
`인프라` | 66,853 | |
| 5 | [traefik/traefik](https://github.com/traefik/traefik)
서비스가 늘어도 트래픽은 자동 분배
`인프라` | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 자원을 코드로, 변경 내역이 남는다
`인프라` | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
클라우드 자원을 코드로, 검토도 버전 관리도
`인프라` | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
여러 컨테이너를 파일 하나로 함께 실행
`인프라` | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
익숙한 프로그래밍 언어로 클라우드 자원 관리
`인프라` | 25,832 | |
@@ -399,11 +399,11 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
열자마자 그린다, 종이에 낙서하듯
`디자인 / 크리에이티브` | +459 | 65.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀의 디자인·프로토타입, 오픈 소스로
`디자인 / 크리에이티브` | +379 | 54.1 | 61,862 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀이 함께 디자인, 오픈 소스 플랫폼에서
`디자인 / 크리에이티브` | +379 | 54.1 | 61,862 | |
| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
스타일이 통일된 아이콘 세트, 바로 쓴다
`디자인 / 크리에이티브` | +173 | 24.7 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
순서도와 다이어그램, 끌어서 완성
`디자인 / 크리에이티브` | +145 | 20.7 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind에도 골라 쓸 컴포넌트가 준비돼 있다
`디자인 / 크리에이티브` | +69 | 9.9 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
화면·도식·발표 자료까지 아이콘 한 세트
`디자인 / 크리에이티브` | +43 | 6.1 | 7,743 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
다이어그램도 화이트보드도 에디터 하나로
`디자인 / 크리에이티브` | +145 | 20.7 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind용 컴포넌트가 이미 준비돼 있다
`디자인 / 크리에이티브` | +69 | 9.9 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
누구나 쓸 수 있는 유연한 아이콘 패밀리
`디자인 / 크리에이티브` | +43 | 6.1 | 7,743 | |
| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects 애니메이션을 그대로 웹에
`디자인 / 크리에이티브` | +33 | 4.7 | 32,290 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects 애니메이션을 그대로 iOS에
`디자인 / 크리에이티브` | +0 | 0.0 | 43 | |
@@ -412,12 +412,12 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
열자마자 그린다, 종이에 낙서하듯
`디자인 / 크리에이티브` | +1,937 | 64.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀의 디자인·프로토타입, 오픈 소스로
`디자인 / 크리에이티브` | +1,505 | 50.2 | 61,862 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀이 함께 디자인, 오픈 소스 플랫폼에서
`디자인 / 크리에이티브` | +1,505 | 50.2 | 61,862 | |
| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
스타일이 통일된 아이콘 세트, 바로 쓴다
`디자인 / 크리에이티브` | +646 | 21.5 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
순서도와 다이어그램, 끌어서 완성
`디자인 / 크리에이티브` | +613 | 20.4 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind에도 골라 쓸 컴포넌트가 준비돼 있다
`디자인 / 크리에이티브` | +274 | 9.1 | 42,707 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
다이어그램도 화이트보드도 에디터 하나로
`디자인 / 크리에이티브` | +613 | 20.4 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind용 컴포넌트가 이미 준비돼 있다
`디자인 / 크리에이티브` | +274 | 9.1 | 42,707 | |
| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects 애니메이션을 그대로 웹에
`디자인 / 크리에이티브` | +189 | 6.3 | 32,290 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
화면·도식·발표 자료까지 아이콘 한 세트
`디자인 / 크리에이티브` | +183 | 6.1 | 7,743 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
누구나 쓸 수 있는 유연한 아이콘 패밀리
`디자인 / 크리에이티브` | +183 | 6.1 | 7,743 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects 애니메이션을 그대로 iOS에
`디자인 / 크리에이티브` | +0 | 0.0 | 43 | |
### 올해 가장 빨리 오른 프로젝트 (최근 365일)
@@ -425,11 +425,11 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 증가 스타 | 스타/일 | 총 스타 | 스타 추이 |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
열자마자 그린다, 종이에 낙서하듯
`디자인 / 크리에이티브` | +26,967 | 73.9 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀의 디자인·프로토타입, 오픈 소스로
`디자인 / 크리에이티브` | +21,637 | 59.3 | 61,862 | |
-| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
순서도와 다이어그램, 끌어서 완성
`디자인 / 크리에이티브` | +6,446 | 17.7 | 9,075 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀이 함께 디자인, 오픈 소스 플랫폼에서
`디자인 / 크리에이티브` | +21,637 | 59.3 | 61,862 | |
+| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
다이어그램도 화이트보드도 에디터 하나로
`디자인 / 크리에이티브` | +6,446 | 17.7 | 9,075 | |
| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
스타일이 통일된 아이콘 세트, 바로 쓴다
`디자인 / 크리에이티브` | +6,210 | 17.0 | 25,390 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind에도 골라 쓸 컴포넌트가 준비돼 있다
`디자인 / 크리에이티브` | +4,240 | 11.6 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
화면·도식·발표 자료까지 아이콘 한 세트
`디자인 / 크리에이티브` | +2,191 | 6.0 | 7,743 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind용 컴포넌트가 이미 준비돼 있다
`디자인 / 크리에이티브` | +4,240 | 11.6 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
누구나 쓸 수 있는 유연한 아이콘 패밀리
`디자인 / 크리에이티브` | +2,191 | 6.0 | 7,743 | |
| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects 애니메이션을 그대로 웹에
`디자인 / 크리에이티브` | +1,055 | 2.9 | 32,290 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects 애니메이션을 그대로 iOS에
`디자인 / 크리에이티브` | +1 | 0.0 | 43 | |
@@ -438,12 +438,12 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 총 스타 | 스타 추이 |
|---|---|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
열자마자 그린다, 종이에 낙서하듯
`디자인 / 크리에이티브` | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀의 디자인·프로토타입, 오픈 소스로
`디자인 / 크리에이티브` | 61,862 | |
-| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind에도 골라 쓸 컴포넌트가 준비돼 있다
`디자인 / 크리에이티브` | 42,707 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
팀이 함께 디자인, 오픈 소스 플랫폼에서
`디자인 / 크리에이티브` | 61,862 | |
+| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind용 컴포넌트가 이미 준비돼 있다
`디자인 / 크리에이티브` | 42,707 | |
| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
After Effects 애니메이션을 그대로 웹에
`디자인 / 크리에이티브` | 32,290 | |
| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
스타일이 통일된 아이콘 세트, 바로 쓴다
`디자인 / 크리에이티브` | 25,390 | |
-| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
순서도와 다이어그램, 끌어서 완성
`디자인 / 크리에이티브` | 9,075 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
화면·도식·발표 자료까지 아이콘 한 세트
`디자인 / 크리에이티브` | 7,743 | |
+| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
다이어그램도 화이트보드도 에디터 하나로
`디자인 / 크리에이티브` | 9,075 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
누구나 쓸 수 있는 유연한 아이콘 패밀리
`디자인 / 크리에이티브` | 7,743 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
After Effects 애니메이션을 그대로 iOS에
`디자인 / 크리에이티브` | 43 | |
## 데이터
@@ -454,7 +454,7 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| # | 프로젝트 | 생성일 (UTC) | 총 스타 | 스타/일 | 스타 추이 |
|---|---|---|---:|---:|---|
-| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
데이터 변환, 오픈 소스 커뮤니티의 도구로 | 2026-10-25
5.0일 | 269 | 53.5 | |
+| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
오픈 소스가 누려야 할 데이터 변환 도구 | 2026-10-25
5.0일 | 269 | 53.5 | |
### 이번 주 가장 빨리 오른 프로젝트 (최근 7일)
@@ -464,10 +464,10 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
대용량 데이터 실시간 분석, 오픈 소스로
`데이터` | +135 | 19.3 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
데이터가 안 읽히면 차트로 만들면 보인다
`데이터` | +127 | 18.1 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
표 데이터 처리가 빨라 기다릴 일 없다
`데이터` | +77 | 11.0 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
시스템 사이의 메시지를 믿음직하게 받아낸다
`데이터` | +70 | 10.0 | 34,100 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
시스템 간 이벤트 흐름을 분산 플랫폼으로 전달
`데이터` | +70 | 10.0 | 34,100 | |
| 6 | [apache/arrow](https://github.com/apache/arrow)
언어가 달라도 데이터가 그대로 통한다
`데이터` | +47 | 6.7 | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
데이터 웨어하우스 SQL도 버전 관리와 테스트를
`데이터` | +42 | 6.0 | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
코드·결과·설명을 한 페이지에
`데이터` | +6 | 0.9 | 13,461 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
데이터 변환을 소프트웨어 개발 방식으로
`데이터` | +42 | 6.0 | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
브라우저에서 코드를 쓰고 결과를 바로 확인
`데이터` | +6 | 0.9 | 13,461 | |
### 이번 달 가장 빨리 오른 프로젝트 (최근 30일)
@@ -477,10 +477,10 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
대용량 데이터 실시간 분석, 오픈 소스로
`데이터` | +618 | 20.6 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
데이터가 안 읽히면 차트로 만들면 보인다
`데이터` | +483 | 16.1 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
표 데이터 처리가 빨라 기다릴 일 없다
`데이터` | +385 | 12.8 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
시스템 사이의 메시지를 믿음직하게 받아낸다
`데이터` | +304 | 10.1 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
데이터 웨어하우스 SQL도 버전 관리와 테스트를
`데이터` | +177 | 5.9 | 14,104 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
시스템 간 이벤트 흐름을 분산 플랫폼으로 전달
`데이터` | +304 | 10.1 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
데이터 변환을 소프트웨어 개발 방식으로
`데이터` | +177 | 5.9 | 14,104 | |
| 7 | [apache/arrow](https://github.com/apache/arrow)
언어가 달라도 데이터가 그대로 통한다
`데이터` | +115 | 3.8 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
코드·결과·설명을 한 페이지에
`데이터` | +71 | 2.4 | 13,461 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
브라우저에서 코드를 쓰고 결과를 바로 확인
`데이터` | +71 | 2.4 | 13,461 | |
### 올해 가장 빨리 오른 프로젝트 (최근 365일)
@@ -490,10 +490,10 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
대용량 데이터 실시간 분석, 오픈 소스로
`데이터` | +7,643 | 20.9 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
데이터가 안 읽히면 차트로 만들면 보인다
`데이터` | +7,461 | 20.4 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
표 데이터 처리가 빨라 기다릴 일 없다
`데이터` | +4,866 | 13.3 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
시스템 사이의 메시지를 믿음직하게 받아낸다
`데이터` | +3,302 | 9.0 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
데이터 웨어하우스 SQL도 버전 관리와 테스트를
`데이터` | +2,470 | 6.8 | 14,104 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
시스템 간 이벤트 흐름을 분산 플랫폼으로 전달
`데이터` | +3,302 | 9.0 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
데이터 변환을 소프트웨어 개발 방식으로
`데이터` | +2,470 | 6.8 | 14,104 | |
| 7 | [apache/arrow](https://github.com/apache/arrow)
언어가 달라도 데이터가 그대로 통한다
`데이터` | +1,313 | 3.6 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
코드·결과·설명을 한 페이지에
`데이터` | +916 | 2.5 | 13,461 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
브라우저에서 코드를 쓰고 결과를 바로 확인
`데이터` | +916 | 2.5 | 13,461 | |
### 총 스타 수 (누적)
@@ -503,10 +503,10 @@ GitHub Trending은 GitHub 공식 페이지입니다. GitHub Risers는 독립적
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
대용량 데이터 실시간 분석, 오픈 소스로
`데이터` | 50,670 | |
| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
DB 서버 없이도 SQL 분석을 돌린다
`데이터` | 42,680 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
표 데이터 처리가 빨라 기다릴 일 없다
`데이터` | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
시스템 사이의 메시지를 믿음직하게 받아낸다
`데이터` | 34,100 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
시스템 간 이벤트 흐름을 분산 플랫폼으로 전달
`데이터` | 34,100 | |
| 6 | [apache/arrow](https://github.com/apache/arrow)
언어가 달라도 데이터가 그대로 통한다
`데이터` | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
데이터 웨어하우스 SQL도 버전 관리와 테스트를
`데이터` | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
코드·결과·설명을 한 페이지에
`데이터` | 13,461 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
데이터 변환을 소프트웨어 개발 방식으로
`데이터` | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
브라우저에서 코드를 쓰고 결과를 바로 확인
`데이터` | 13,461 | |
---
diff --git a/README.md b/README.md
index 7edcc8d..6ea7614 100644
--- a/README.md
+++ b/README.md
@@ -66,7 +66,7 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
Let AI clone any software for you
`AI` | +41,593 | 5,941.9 | 409,565 | |
-| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
After AI writes the code, a second AI picks it apart
`AI` | +13,079 | 1,868.4 | 53,235 | |
+| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
One AI hunts security holes, a fresh AI verifies each
`AI` | +13,079 | 1,868.4 | 53,235 | |
| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
Pick plugins and build the agent you want
`AI` | +7,979 | 1,139.9 | 266,274 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
Several AIs write at once, see which one works best
`AI` | +7,519 | 1,074.1 | 110,515 | |
| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Less filler code from AI, the needed code done right
`AI` | +6,688 | 955.4 | 180,485 | |
@@ -82,7 +82,7 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
|---|---|---:|---:|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
Let AI clone any software for you
`AI` | +408,693 | 13,623.1 | 409,565 | |
| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Less filler code from AI, the needed code done right
`AI` | +33,133 | 1,104.4 | 180,485 | |
-| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
After AI writes the code, a second AI picks it apart
`AI` | +30,082 | 1,002.7 | 53,235 | |
+| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
One AI hunts security holes, a fresh AI verifies each
`AI` | +30,082 | 1,002.7 | 53,235 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
Several AIs write at once, see which one works best
`AI` | +29,219 | 974.0 | 110,515 | |
| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
Pick plugins and build the agent you want
`AI` | +27,143 | 904.8 | 266,274 | |
| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
Give your coding AI memory, skills and safety checks
`AI` | +24,768 | 825.6 | 292,932 | |
@@ -98,12 +98,12 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
Pick plugins and build the agent you want
`AI` | +266,171 | 3,412.4 †
÷78d | 266,274 | |
| 2 | [morluto/rea](https://github.com/morluto/rea)
Let AI clone any software for you
`AI` | +409,095 | 2,055.8 †
÷199d | 409,565 | |
| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Less filler code from AI, the needed code done right
`AI` | +180,405 | 1,288.6 †
÷140d | 180,485 | |
-| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
An AI that finishes the job, data stays on your machine
`AI` | +393,398 | 1,157.1 †
÷340d | 393,413 | |
+| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
An AI assistant that gets things done, on your own devices
`AI` | +393,398 | 1,157.1 †
÷340d | 393,413 | |
| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
Give your coding AI memory, skills and safety checks
`AI` | +292,884 | 1,027.7 †
÷285d | 292,932 | |
| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
An AI helper that gets better the more you use it
`AI` | +258,600 | 708.5 | 258,636 | |
| 7 | [yetone/magpie](https://github.com/yetone/magpie)
Swap models in your coding AI; quota runs out, it carries on
`AI` | +25,719 | 695.1 †
÷37d | 25,810 | |
| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
Too big to read? Start with this map of the code
`AI` | +138,922 | 661.5 †
÷210d | 138,983 | |
-| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
AI writes your code right in the terminal, no browser
`AI` | +194,805 | 533.7 | 223,154 | |
+| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
An open-source AI that writes code in your terminal
`AI` | +194,805 | 533.7 | 223,154 | |
| 10 | [stablyai/orca](https://github.com/stablyai/orca)
Several AIs write at once, see which one works best
`AI` | +110,415 | 486.4 †
÷227d | 110,515 | |
† The repo is younger than the window, so stars/day is divided by the repo age in days (shown under the figure) instead of the full window.
@@ -113,11 +113,11 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Total stars | Star history |
|---|---|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
Let AI clone any software for you
`AI` | 409,565 | |
-| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
An AI that finishes the job, data stays on your machine
`AI` | 393,413 | |
+| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
An AI assistant that gets things done, on your own devices
`AI` | 393,413 | |
| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
Give your coding AI memory, skills and safety checks
`AI` | 292,932 | |
| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
Pick plugins and build the agent you want
`AI` | 266,274 | |
| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
An AI helper that gets better the more you use it
`AI` | 258,636 | |
-| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
AI writes your code right in the terminal, no browser
`AI` | 223,154 | |
+| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
An open-source AI that writes code in your terminal
`AI` | 223,154 | |
| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Learn to write Claude skills from the official examples
`AI` | 184,884 | |
| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
Less filler code from AI, the needed code done right
`AI` | 180,485 | |
| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
Switch providers in one click, no config editing
`AI` | 150,238 | |
@@ -148,11 +148,11 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
|---|---|---:|---:|---:|---|
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
Opens fast, and you can code together with others
`Developer Tools` | +396 | 56.6 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Install Python packages without the wait
`Developer Tools` | +343 | 49.0 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
Every language version, managed by one tool
`Developer Tools` | +287 | 41.0 | 35,557 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
Dev tools, env variables and tasks, in one tool
`Developer Tools` | +287 | 41.0 | 35,557 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
Search a whole folder for text, faster than grep
`Developer Tools` | +242 | 34.6 | 69,561 | |
| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
Run, bundle, test, install: one tool does it all
`Developer Tools` | +161 | 23.0 | 96,468 | |
| 6 | [cli/cli](https://github.com/cli/cli)
Handle GitHub from the command line, no browser
`Developer Tools` | +111 | 15.9 | 46,801 | |
-| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
No pile of plugins: completion and highlighting built in
`Developer Tools` | +93 | 13.3 | 46,733 | |
+| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
A text editor with language server and highlighting built in
`Developer Tools` | +93 | 13.3 | 46,733 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Format and check web code with one tool
`Developer Tools` | +55 | 7.9 | 26,022 | |
### Fastest rising this month (last 30 days)
@@ -161,10 +161,10 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
|---|---|---:|---:|---:|---|
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
Opens fast, and you can code together with others
`Developer Tools` | +1,614 | 53.8 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Install Python packages without the wait
`Developer Tools` | +1,247 | 41.6 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
Every language version, managed by one tool
`Developer Tools` | +1,198 | 39.9 | 35,557 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
Dev tools, env variables and tasks, in one tool
`Developer Tools` | +1,198 | 39.9 | 35,557 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
Search a whole folder for text, faster than grep
`Developer Tools` | +984 | 32.8 | 69,561 | |
| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
Run, bundle, test, install: one tool does it all
`Developer Tools` | +673 | 22.4 | 96,468 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
No pile of plugins: completion and highlighting built in
`Developer Tools` | +468 | 15.6 | 46,733 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
A text editor with language server and highlighting built in
`Developer Tools` | +468 | 15.6 | 46,733 | |
| 7 | [cli/cli](https://github.com/cli/cli)
Handle GitHub from the command line, no browser
`Developer Tools` | +442 | 14.7 | 46,801 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Format and check web code with one tool
`Developer Tools` | +210 | 7.0 | 26,022 | |
@@ -175,9 +175,9 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
Opens fast, and you can code together with others
`Developer Tools` | +25,774 | 70.6 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
Install Python packages without the wait
`Developer Tools` | +21,546 | 59.0 | 91,352 | |
| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
Run, bundle, test, install: one tool does it all
`Developer Tools` | +16,581 | 45.4 | 96,468 | |
-| 4 | [jdx/mise](https://github.com/jdx/mise)
Every language version, managed by one tool
`Developer Tools` | +15,035 | 41.2 | 35,557 | |
+| 4 | [jdx/mise](https://github.com/jdx/mise)
Dev tools, env variables and tasks, in one tool
`Developer Tools` | +15,035 | 41.2 | 35,557 | |
| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
Search a whole folder for text, faster than grep
`Developer Tools` | +13,351 | 36.6 | 69,561 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
No pile of plugins: completion and highlighting built in
`Developer Tools` | +6,831 | 18.7 | 46,733 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
A text editor with language server and highlighting built in
`Developer Tools` | +6,831 | 18.7 | 46,733 | |
| 7 | [cli/cli](https://github.com/cli/cli)
Handle GitHub from the command line, no browser
`Developer Tools` | +6,262 | 17.2 | 46,801 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Format and check web code with one tool
`Developer Tools` | +4,610 | 12.6 | 26,022 | |
@@ -190,8 +190,8 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
Install Python packages without the wait
`Developer Tools` | 91,352 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
Search a whole folder for text, faster than grep
`Developer Tools` | 69,561 | |
| 5 | [cli/cli](https://github.com/cli/cli)
Handle GitHub from the command line, no browser
`Developer Tools` | 46,801 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
No pile of plugins: completion and highlighting built in
`Developer Tools` | 46,733 | |
-| 7 | [jdx/mise](https://github.com/jdx/mise)
Every language version, managed by one tool
`Developer Tools` | 35,557 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
A text editor with language server and highlighting built in
`Developer Tools` | 46,733 | |
+| 7 | [jdx/mise](https://github.com/jdx/mise)
Dev tools, env variables and tasks, in one tool
`Developer Tools` | 35,557 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
Format and check web code with one tool
`Developer Tools` | 26,022 | |
## Security
@@ -212,11 +212,11 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
Scan containers and code repos for security issues at once
`Security` | +229 | 32.7 | 38,849 | |
| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
Write one template, scan for vulnerabilities in bulk
`Security` | +226 | 32.3 | 32,453 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
Catch the problems in your code before you commit
`Security` | +163 | 23.3 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
How to do security right? These pages are enough
`Security` | +95 | 13.6 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
Concise cheat sheets on application security
`Security` | +95 | 13.6 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
Are your dependencies safe? One scan tells you
`Security` | +85 | 12.1 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
Check an image for vulnerabilities before it goes live
`Security` | +57 | 8.1 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
Does your container image have vulnerabilities? Scan it
`Security` | +57 | 8.1 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
Know the moment something odd happens in the cloud
`Security` | +34 | 4.9 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Spot risky patterns in your Go code early
`Security` | +14 | 2.0 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Scan your Go code for security problems
`Security` | +14 | 2.0 | 8,992 | |
### Fastest rising this month (last 30 days)
@@ -225,11 +225,11 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
Write one template, scan for vulnerabilities in bulk
`Security` | +892 | 29.7 | 32,453 | |
| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
Scan containers and code repos for security issues at once
`Security` | +768 | 25.6 | 38,849 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
Catch the problems in your code before you commit
`Security` | +576 | 19.2 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
How to do security right? These pages are enough
`Security` | +479 | 16.0 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
Concise cheat sheets on application security
`Security` | +479 | 16.0 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
Are your dependencies safe? One scan tells you
`Security` | +227 | 7.6 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
Check an image for vulnerabilities before it goes live
`Security` | +200 | 6.7 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
Does your container image have vulnerabilities? Scan it
`Security` | +200 | 6.7 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
Know the moment something odd happens in the cloud
`Security` | +121 | 4.0 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Spot risky patterns in your Go code early
`Security` | +42 | 1.4 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Scan your Go code for security problems
`Security` | +42 | 1.4 | 8,992 | |
### Fastest rising this year (last 365 days)
@@ -238,24 +238,24 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
Scan containers and code repos for security issues at once
`Security` | +10,099 | 27.7 | 38,849 | |
| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
Write one template, scan for vulnerabilities in bulk
`Security` | +7,574 | 20.8 | 32,453 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
Catch the problems in your code before you commit
`Security` | +4,347 | 11.9 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
How to do security right? These pages are enough
`Security` | +3,498 | 9.6 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
Concise cheat sheets on application security
`Security` | +3,498 | 9.6 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
Are your dependencies safe? One scan tells you
`Security` | +3,473 | 9.5 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
Check an image for vulnerabilities before it goes live
`Security` | +2,359 | 6.5 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
Does your container image have vulnerabilities? Scan it
`Security` | +2,359 | 6.5 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
Know the moment something odd happens in the cloud
`Security` | +1,265 | 3.5 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Spot risky patterns in your Go code early
`Security` | +562 | 1.5 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Scan your Go code for security problems
`Security` | +562 | 1.5 | 8,992 | |
### Total stars (all time)
| # | Project | Total stars | Star history |
|---|---|---:|---|
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
Scan containers and code repos for security issues at once
`Security` | 38,849 | |
-| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
How to do security right? These pages are enough
`Security` | 33,798 | |
+| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
Concise cheat sheets on application security
`Security` | 33,798 | |
| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
Write one template, scan for vulnerabilities in bulk
`Security` | 32,453 | |
| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
Catch the problems in your code before you commit
`Security` | 17,352 | |
-| 5 | [anchore/grype](https://github.com/anchore/grype)
Check an image for vulnerabilities before it goes live
`Security` | 13,141 | |
+| 5 | [anchore/grype](https://github.com/anchore/grype)
Does your container image have vulnerabilities? Scan it
`Security` | 13,141 | |
| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
Are your dependencies safe? One scan tells you
`Security` | 11,326 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
Know the moment something odd happens in the cloud
`Security` | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Spot risky patterns in your Go code early
`Security` | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Scan your Go code for security problems
`Security` | 8,992 | |
## Web / Frontend
@@ -275,11 +275,11 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Good-looking components: copy them in and use them
`Web / Frontend` | +723 | 103.3 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
Web and app screens, built the same way
`Web / Frontend` | +343 | 49.0 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
Content sites with less script open lighter
`Web / Frontend` | +211 | 30.1 | 63,603 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Good-looking components, and the code is yours to change
`Web / Frontend` | +723 | 103.3 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
Build web and native app interfaces with one library
`Web / Frontend` | +343 | 49.0 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
For content-driven websites, with lightweight output
`Web / Frontend` | +211 | 30.1 | 63,603 | |
| 4 | [vercel/next.js](https://github.com/vercel/next.js)
Build a whole site with React, front to back
`Web / Frontend` | +175 | 25.0 | 143,204 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
You write a framework, visitors get a light page
`Web / Frontend` | +123 | 17.6 | 88,491 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
A compiler turns your components into efficient web code
`Web / Frontend` | +123 | 17.6 | 88,491 | |
| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
Custom designs without writing a pile of CSS
`Web / Frontend` | +108 | 15.4 | 98,015 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
Start with one small page, learn only what you use
`Web / Frontend` | +103 | 14.7 | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
Fetching data and caching it? Leave it to this
`Web / Frontend` | +49 | 7.0 | 50,497 | |
@@ -288,12 +288,12 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Good-looking components: copy them in and use them
`Web / Frontend` | +2,537 | 84.6 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
Web and app screens, built the same way
`Web / Frontend` | +1,581 | 52.7 | 251,753 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Good-looking components, and the code is yours to change
`Web / Frontend` | +2,537 | 84.6 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
Build web and native app interfaces with one library
`Web / Frontend` | +1,581 | 52.7 | 251,753 | |
| 3 | [vercel/next.js](https://github.com/vercel/next.js)
Build a whole site with React, front to back
`Web / Frontend` | +823 | 27.4 | 143,204 | |
-| 4 | [withastro/astro](https://github.com/withastro/astro)
Content sites with less script open lighter
`Web / Frontend` | +790 | 26.3 | 63,603 | |
+| 4 | [withastro/astro](https://github.com/withastro/astro)
For content-driven websites, with lightweight output
`Web / Frontend` | +790 | 26.3 | 63,603 | |
| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
Custom designs without writing a pile of CSS
`Web / Frontend` | +484 | 16.1 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
You write a framework, visitors get a light page
`Web / Frontend` | +462 | 15.4 | 88,491 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
A compiler turns your components into efficient web code
`Web / Frontend` | +462 | 15.4 | 88,491 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
Start with one small page, learn only what you use
`Web / Frontend` | +408 | 13.6 | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
Fetching data and caching it? Leave it to this
`Web / Frontend` | +201 | 6.7 | 50,497 | |
@@ -301,12 +301,12 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Good-looking components: copy them in and use them
`Web / Frontend` | +30,284 | 83.0 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
Web and app screens, built the same way
`Web / Frontend` | +15,179 | 41.6 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
Content sites with less script open lighter
`Web / Frontend` | +10,483 | 28.7 | 63,603 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Good-looking components, and the code is yours to change
`Web / Frontend` | +30,284 | 83.0 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
Build web and native app interfaces with one library
`Web / Frontend` | +15,179 | 41.6 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
For content-driven websites, with lightweight output
`Web / Frontend` | +10,483 | 28.7 | 63,603 | |
| 4 | [vercel/next.js](https://github.com/vercel/next.js)
Build a whole site with React, front to back
`Web / Frontend` | +10,352 | 28.4 | 143,204 | |
| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
Custom designs without writing a pile of CSS
`Web / Frontend` | +8,536 | 23.4 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
You write a framework, visitors get a light page
`Web / Frontend` | +5,260 | 14.4 | 88,491 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
A compiler turns your components into efficient web code
`Web / Frontend` | +5,260 | 14.4 | 88,491 | |
| 7 | [tanstack/query](https://github.com/tanstack/query)
Fetching data and caching it? Leave it to this
`Web / Frontend` | +3,870 | 10.6 | 50,497 | |
| 8 | [vuejs/core](https://github.com/vuejs/core)
Start with one small page, learn only what you use
`Web / Frontend` | +3,622 | 9.9 | 54,798 | |
@@ -314,12 +314,12 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| # | Project | Total stars | Star history |
|---|---|---:|---|
-| 1 | [facebook/react](https://github.com/facebook/react)
Web and app screens, built the same way
`Web / Frontend` | 251,753 | |
+| 1 | [facebook/react](https://github.com/facebook/react)
Build web and native app interfaces with one library
`Web / Frontend` | 251,753 | |
| 2 | [vercel/next.js](https://github.com/vercel/next.js)
Build a whole site with React, front to back
`Web / Frontend` | 143,204 | |
-| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Good-looking components: copy them in and use them
`Web / Frontend` | 126,937 | |
+| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
Good-looking components, and the code is yours to change
`Web / Frontend` | 126,937 | |
| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
Custom designs without writing a pile of CSS
`Web / Frontend` | 98,015 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
You write a framework, visitors get a light page
`Web / Frontend` | 88,491 | |
-| 6 | [withastro/astro](https://github.com/withastro/astro)
Content sites with less script open lighter
`Web / Frontend` | 63,603 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
A compiler turns your components into efficient web code
`Web / Frontend` | 88,491 | |
+| 6 | [withastro/astro](https://github.com/withastro/astro)
For content-driven websites, with lightweight output
`Web / Frontend` | 63,603 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
Start with one small page, learn only what you use
`Web / Frontend` | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
Fetching data and caching it? Leave it to this
`Web / Frontend` | 50,497 | |
@@ -342,7 +342,7 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
Lots of containers? Leave deploying and scaling to it
`Infrastructure` | +207 | 29.6 | 128,522 | |
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
Metrics, logs and traces on one dashboard
`Infrastructure` | +184 | 26.3 | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
When the system breaks, the alert finds you first
`Infrastructure` | +182 | 26.0 | 66,853 | |
-| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Write cloud resources as code, every change on record
`Infrastructure` | +114 | 16.3 | 50,087 | |
+| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Write cloud resources as code you can review and version
`Infrastructure` | +114 | 16.3 | 50,087 | |
| 6 | [docker/compose](https://github.com/docker/compose)
Put many containers in one file and run them together
`Infrastructure` | +114 | 16.3 | 38,525 | |
| 7 | [traefik/traefik](https://github.com/traefik/traefik)
With many services, traffic gets sorted automatically
`Infrastructure` | +108 | 15.4 | 65,414 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
Manage cloud resources in a language you already know
`Infrastructure` | +32 | 4.6 | 25,832 | |
@@ -356,7 +356,7 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
Metrics, logs and traces on one dashboard
`Infrastructure` | +760 | 25.3 | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
When the system breaks, the alert finds you first
`Infrastructure` | +702 | 23.4 | 66,853 | |
| 5 | [traefik/traefik](https://github.com/traefik/traefik)
With many services, traffic gets sorted automatically
`Infrastructure` | +489 | 16.3 | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Write cloud resources as code, every change on record
`Infrastructure` | +397 | 13.2 | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Write cloud resources as code you can review and version
`Infrastructure` | +397 | 13.2 | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
Put many containers in one file and run them together
`Infrastructure` | +333 | 11.1 | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
Manage cloud resources in a language you already know
`Infrastructure` | +135 | 4.5 | 25,832 | |
@@ -369,7 +369,7 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| 3 | [traefik/traefik](https://github.com/traefik/traefik)
With many services, traffic gets sorted automatically
`Infrastructure` | +8,750 | 24.0 | 65,414 | |
| 4 | [grafana/grafana](https://github.com/grafana/grafana)
Metrics, logs and traces on one dashboard
`Infrastructure` | +7,871 | 21.6 | 77,585 | |
| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
When the system breaks, the alert finds you first
`Infrastructure` | +6,537 | 17.9 | 66,853 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Write cloud resources as code, every change on record
`Infrastructure` | +3,760 | 10.3 | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Write cloud resources as code you can review and version
`Infrastructure` | +3,760 | 10.3 | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
Put many containers in one file and run them together
`Infrastructure` | +2,590 | 7.1 | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
Manage cloud resources in a language you already know
`Infrastructure` | +2,089 | 5.7 | 25,832 | |
@@ -382,7 +382,7 @@ Twice a day, at 00:00 Beijing time and 00:00 Los Angeles time. Every run is arch
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
Metrics, logs and traces on one dashboard
`Infrastructure` | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
When the system breaks, the alert finds you first
`Infrastructure` | 66,853 | |
| 5 | [traefik/traefik](https://github.com/traefik/traefik)
With many services, traffic gets sorted automatically
`Infrastructure` | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Write cloud resources as code, every change on record
`Infrastructure` | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
Write cloud resources as code you can review and version
`Infrastructure` | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
Put many containers in one file and run them together
`Infrastructure` | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
Manage cloud resources in a language you already know
`Infrastructure` | 25,832 | |
@@ -399,11 +399,11 @@ No new repo met the criteria in this run.
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
Open it and draw, like sketching on paper
`Design / Creative` | +459 | 65.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Design and prototype as a team, with open source
`Design / Creative` | +379 | 54.1 | 61,862 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Design together as a team, on an open-source platform
`Design / Creative` | +379 | 54.1 | 61,862 | |
| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
One icon set in one style, ready to use
`Design / Creative` | +173 | 24.7 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
Flowcharts and diagrams, drag and done
`Design / Creative` | +145 | 20.7 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Using Tailwind? Ready-made components to pick from
`Design / Creative` | +69 | 9.9 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
One icon family for screens, diagrams and slides
`Design / Creative` | +43 | 6.1 | 7,743 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
Diagrams and a whiteboard in one editor
`Design / Creative` | +145 | 20.7 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Pick ready-made components for Tailwind CSS
`Design / Creative` | +69 | 9.9 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
A flexible icon family for everyone
`Design / Creative` | +43 | 6.1 | 7,743 | |
| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
Drop After Effects animations straight into web pages
`Design / Creative` | +33 | 4.7 | 32,290 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
Drop After Effects animations straight into iOS
`Design / Creative` | +0 | 0.0 | 43 | |
@@ -412,12 +412,12 @@ No new repo met the criteria in this run.
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
Open it and draw, like sketching on paper
`Design / Creative` | +1,937 | 64.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Design and prototype as a team, with open source
`Design / Creative` | +1,505 | 50.2 | 61,862 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Design together as a team, on an open-source platform
`Design / Creative` | +1,505 | 50.2 | 61,862 | |
| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
One icon set in one style, ready to use
`Design / Creative` | +646 | 21.5 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
Flowcharts and diagrams, drag and done
`Design / Creative` | +613 | 20.4 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Using Tailwind? Ready-made components to pick from
`Design / Creative` | +274 | 9.1 | 42,707 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
Diagrams and a whiteboard in one editor
`Design / Creative` | +613 | 20.4 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Pick ready-made components for Tailwind CSS
`Design / Creative` | +274 | 9.1 | 42,707 | |
| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
Drop After Effects animations straight into web pages
`Design / Creative` | +189 | 6.3 | 32,290 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
One icon family for screens, diagrams and slides
`Design / Creative` | +183 | 6.1 | 7,743 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
A flexible icon family for everyone
`Design / Creative` | +183 | 6.1 | 7,743 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
Drop After Effects animations straight into iOS
`Design / Creative` | +0 | 0.0 | 43 | |
### Fastest rising this year (last 365 days)
@@ -425,11 +425,11 @@ No new repo met the criteria in this run.
| # | Project | Stars gained | Stars/day | Total stars | Star history |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
Open it and draw, like sketching on paper
`Design / Creative` | +26,967 | 73.9 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Design and prototype as a team, with open source
`Design / Creative` | +21,637 | 59.3 | 61,862 | |
-| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
Flowcharts and diagrams, drag and done
`Design / Creative` | +6,446 | 17.7 | 9,075 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Design together as a team, on an open-source platform
`Design / Creative` | +21,637 | 59.3 | 61,862 | |
+| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
Diagrams and a whiteboard in one editor
`Design / Creative` | +6,446 | 17.7 | 9,075 | |
| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
One icon set in one style, ready to use
`Design / Creative` | +6,210 | 17.0 | 25,390 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Using Tailwind? Ready-made components to pick from
`Design / Creative` | +4,240 | 11.6 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
One icon family for screens, diagrams and slides
`Design / Creative` | +2,191 | 6.0 | 7,743 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Pick ready-made components for Tailwind CSS
`Design / Creative` | +4,240 | 11.6 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
A flexible icon family for everyone
`Design / Creative` | +2,191 | 6.0 | 7,743 | |
| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
Drop After Effects animations straight into web pages
`Design / Creative` | +1,055 | 2.9 | 32,290 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
Drop After Effects animations straight into iOS
`Design / Creative` | +1 | 0.0 | 43 | |
@@ -438,12 +438,12 @@ No new repo met the criteria in this run.
| # | Project | Total stars | Star history |
|---|---|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
Open it and draw, like sketching on paper
`Design / Creative` | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Design and prototype as a team, with open source
`Design / Creative` | 61,862 | |
-| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Using Tailwind? Ready-made components to pick from
`Design / Creative` | 42,707 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
Design together as a team, on an open-source platform
`Design / Creative` | 61,862 | |
+| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Pick ready-made components for Tailwind CSS
`Design / Creative` | 42,707 | |
| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
Drop After Effects animations straight into web pages
`Design / Creative` | 32,290 | |
| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
One icon set in one style, ready to use
`Design / Creative` | 25,390 | |
-| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
Flowcharts and diagrams, drag and done
`Design / Creative` | 9,075 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
One icon family for screens, diagrams and slides
`Design / Creative` | 7,743 | |
+| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
Diagrams and a whiteboard in one editor
`Design / Creative` | 9,075 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
A flexible icon family for everyone
`Design / Creative` | 7,743 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
Drop After Effects animations straight into iOS
`Design / Creative` | 43 | |
## Data
@@ -454,7 +454,7 @@ No new repo met the criteria in this run.
| # | Project | Created (UTC) | Total stars | Stars/day | Star history |
|---|---|---|---:|---:|---|
-| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
The open-source community's own data transformation tool | 2026-10-25
5.0 d | 269 | 53.5 | |
+| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
The data transformation tool open source deserves | 2026-10-25
5.0 d | 269 | 53.5 | |
### Fastest rising this week (last 7 days)
@@ -464,10 +464,10 @@ No new repo met the criteria in this run.
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
Real-time analysis of huge data, with open source
`Data` | +135 | 19.3 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
Can't make sense of the data? Turn it into charts
`Data` | +127 | 18.1 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
Table data handled fast, no more waiting
`Data` | +77 | 11.0 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
Pass messages between systems, caught reliably
`Data` | +70 | 10.0 | 34,100 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
Stream events between systems on one distributed platform
`Data` | +70 | 10.0 | 34,100 | |
| 6 | [apache/arrow](https://github.com/apache/arrow)
Across languages, the data works as it is
`Data` | +47 | 6.7 | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Warehouse SQL with version control and tests
`Data` | +42 | 6.0 | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Code, results and notes together on one page
`Data` | +6 | 0.9 | 13,461 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Transform data the way software engineers build apps
`Data` | +42 | 6.0 | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Write code in the browser and see results as you go
`Data` | +6 | 0.9 | 13,461 | |
### Fastest rising this month (last 30 days)
@@ -477,10 +477,10 @@ No new repo met the criteria in this run.
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
Real-time analysis of huge data, with open source
`Data` | +618 | 20.6 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
Can't make sense of the data? Turn it into charts
`Data` | +483 | 16.1 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
Table data handled fast, no more waiting
`Data` | +385 | 12.8 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
Pass messages between systems, caught reliably
`Data` | +304 | 10.1 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Warehouse SQL with version control and tests
`Data` | +177 | 5.9 | 14,104 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
Stream events between systems on one distributed platform
`Data` | +304 | 10.1 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Transform data the way software engineers build apps
`Data` | +177 | 5.9 | 14,104 | |
| 7 | [apache/arrow](https://github.com/apache/arrow)
Across languages, the data works as it is
`Data` | +115 | 3.8 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Code, results and notes together on one page
`Data` | +71 | 2.4 | 13,461 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Write code in the browser and see results as you go
`Data` | +71 | 2.4 | 13,461 | |
### Fastest rising this year (last 365 days)
@@ -490,10 +490,10 @@ No new repo met the criteria in this run.
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
Real-time analysis of huge data, with open source
`Data` | +7,643 | 20.9 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
Can't make sense of the data? Turn it into charts
`Data` | +7,461 | 20.4 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
Table data handled fast, no more waiting
`Data` | +4,866 | 13.3 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
Pass messages between systems, caught reliably
`Data` | +3,302 | 9.0 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Warehouse SQL with version control and tests
`Data` | +2,470 | 6.8 | 14,104 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
Stream events between systems on one distributed platform
`Data` | +3,302 | 9.0 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Transform data the way software engineers build apps
`Data` | +2,470 | 6.8 | 14,104 | |
| 7 | [apache/arrow](https://github.com/apache/arrow)
Across languages, the data works as it is
`Data` | +1,313 | 3.6 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Code, results and notes together on one page
`Data` | +916 | 2.5 | 13,461 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Write code in the browser and see results as you go
`Data` | +916 | 2.5 | 13,461 | |
### Total stars (all time)
@@ -503,10 +503,10 @@ No new repo met the criteria in this run.
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
Real-time analysis of huge data, with open source
`Data` | 50,670 | |
| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
Run SQL analysis without setting up a database server
`Data` | 42,680 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
Table data handled fast, no more waiting
`Data` | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
Pass messages between systems, caught reliably
`Data` | 34,100 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
Stream events between systems on one distributed platform
`Data` | 34,100 | |
| 6 | [apache/arrow](https://github.com/apache/arrow)
Across languages, the data works as it is
`Data` | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Warehouse SQL with version control and tests
`Data` | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Code, results and notes together on one page
`Data` | 13,461 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
Transform data the way software engineers build apps
`Data` | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
Write code in the browser and see results as you go
`Data` | 13,461 | |
---
diff --git a/README.zh-Hans.md b/README.zh-Hans.md
index 542a280..596a242 100644
--- a/README.zh-Hans.md
+++ b/README.zh-Hans.md
@@ -66,7 +66,7 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
让 AI 帮你克隆任何软件
`人工智能` | +41,593 | 5,941.9 | 409,565 | |
-| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 写完代码，再请一个 AI 挑刺
`人工智能` | +13,079 | 1,868.4 | 53,235 | |
+| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 查代码漏洞，另一个 AI 逐条复核
`人工智能` | +13,079 | 1,868.4 | 53,235 | |
| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什么智能体，用插件自己拼
`人工智能` | +7,979 | 1,139.9 | 266,274 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
几个 AI 一起写，谁好用一眼看出
`人工智能` | +7,519 | 1,074.1 | 110,515 | |
| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
让 AI 少写废代码，该写的写对
`人工智能` | +6,688 | 955.4 | 180,485 | |
@@ -82,7 +82,7 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
|---|---|---:|---:|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
让 AI 帮你克隆任何软件
`人工智能` | +408,693 | 13,623.1 | 409,565 | |
| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
让 AI 少写废代码，该写的写对
`人工智能` | +33,133 | 1,104.4 | 180,485 | |
-| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 写完代码，再请一个 AI 挑刺
`人工智能` | +30,082 | 1,002.7 | 53,235 | |
+| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 查代码漏洞，另一个 AI 逐条复核
`人工智能` | +30,082 | 1,002.7 | 53,235 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
几个 AI 一起写，谁好用一眼看出
`人工智能` | +29,219 | 974.0 | 110,515 | |
| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什么智能体，用插件自己拼
`人工智能` | +27,143 | 904.8 | 266,274 | |
| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
给编程 AI 加记忆、技能和安全检查
`人工智能` | +24,768 | 825.6 | 292,932 | |
@@ -98,12 +98,12 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什么智能体，用插件自己拼
`人工智能` | +266,171 | 3,412.4 †
÷78 天 | 266,274 | |
| 2 | [morluto/rea](https://github.com/morluto/rea)
让 AI 帮你克隆任何软件
`人工智能` | +409,095 | 2,055.8 †
÷199 天 | 409,565 | |
| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
让 AI 少写废代码，该写的写对
`人工智能` | +180,405 | 1,288.6 †
÷140 天 | 180,485 | |
-| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI，数据留在本机
`人工智能` | +393,398 | 1,157.1 †
÷340 天 | 393,413 | |
+| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI 助手，跑在自己设备上
`人工智能` | +393,398 | 1,157.1 †
÷340 天 | 393,413 | |
| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
给编程 AI 加记忆、技能和安全检查
`人工智能` | +292,884 | 1,027.7 †
÷285 天 | 292,932 | |
| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
越用越会干活的 AI 助手
`人工智能` | +258,600 | 708.5 | 258,636 | |
| 7 | [yetone/magpie](https://github.com/yetone/magpie)
编程 AI 换模型，额度用完自动续
`人工智能` | +25,719 | 695.1 †
÷37 天 | 25,810 | |
| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
大项目看不过来，先看这张地图
`人工智能` | +138,922 | 661.5 †
÷210 天 | 138,983 | |
-| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
不开浏览器，终端里就有 AI 写代码
`人工智能` | +194,805 | 533.7 | 223,154 | |
+| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
终端里，有个开源 AI 帮你写代码
`人工智能` | +194,805 | 533.7 | 223,154 | |
| 10 | [stablyai/orca](https://github.com/stablyai/orca)
几个 AI 一起写，谁好用一眼看出
`人工智能` | +110,415 | 486.4 †
÷227 天 | 110,515 | |
† 该仓库创建时间短于统计窗口，因此“星标/天”按仓库存在的天数（显示在数字下方）计算，而不是按完整窗口。
@@ -113,11 +113,11 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 总星标 | 星标历史 |
|---|---|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
让 AI 帮你克隆任何软件
`人工智能` | 409,565 | |
-| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI，数据留在本机
`人工智能` | 393,413 | |
+| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI 助手，跑在自己设备上
`人工智能` | 393,413 | |
| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
给编程 AI 加记忆、技能和安全检查
`人工智能` | 292,932 | |
| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什么智能体，用插件自己拼
`人工智能` | 266,274 | |
| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
越用越会干活的 AI 助手
`人工智能` | 258,636 | |
-| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
不开浏览器，终端里就有 AI 写代码
`人工智能` | 223,154 | |
+| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
终端里，有个开源 AI 帮你写代码
`人工智能` | 223,154 | |
| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Claude 技能怎么写，照着官方学
`人工智能` | 184,884 | |
| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
让 AI 少写废代码，该写的写对
`人工智能` | 180,485 | |
| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
换接口不用改配置，一键切
`人工智能` | 150,238 | |
@@ -148,11 +148,11 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
|---|---|---:|---:|---:|---|
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
打开就快，还能多人一起写代码
`开发者工具` | +396 | 56.6 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
装 Python 包，不用再干等
`开发者工具` | +343 | 49.0 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
各种语言版本，一个工具管齐
`开发者工具` | +287 | 41.0 | 35,557 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
开发工具、环境变量、任务，一个工具管
`开发者工具` | +287 | 41.0 | 35,557 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整个目录找文字，比 grep 快
`开发者工具` | +242 | 34.6 | 69,561 | |
| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
运行打包测试装包，一个工具全包
`开发者工具` | +161 | 23.0 | 96,468 | |
| 6 | [cli/cli](https://github.com/cli/cli)
不开网页，命令行里处理 GitHub
`开发者工具` | +111 | 15.9 | 46,801 | |
-| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
不装一堆插件，补全高亮都现成
`开发者工具` | +93 | 13.3 | 46,733 | |
+| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
语法高亮、语言服务都内置的文本编辑器
`开发者工具` | +93 | 13.3 | 46,733 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
网页代码格式和检查，一个工具搞定
`开发者工具` | +55 | 7.9 | 26,022 | |
### 本月增长最快（近 30 天）
@@ -161,10 +161,10 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
|---|---|---:|---:|---:|---|
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
打开就快，还能多人一起写代码
`开发者工具` | +1,614 | 53.8 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
装 Python 包，不用再干等
`开发者工具` | +1,247 | 41.6 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
各种语言版本，一个工具管齐
`开发者工具` | +1,198 | 39.9 | 35,557 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
开发工具、环境变量、任务，一个工具管
`开发者工具` | +1,198 | 39.9 | 35,557 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整个目录找文字，比 grep 快
`开发者工具` | +984 | 32.8 | 69,561 | |
| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
运行打包测试装包，一个工具全包
`开发者工具` | +673 | 22.4 | 96,468 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不装一堆插件，补全高亮都现成
`开发者工具` | +468 | 15.6 | 46,733 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
语法高亮、语言服务都内置的文本编辑器
`开发者工具` | +468 | 15.6 | 46,733 | |
| 7 | [cli/cli](https://github.com/cli/cli)
不开网页，命令行里处理 GitHub
`开发者工具` | +442 | 14.7 | 46,801 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
网页代码格式和检查，一个工具搞定
`开发者工具` | +210 | 7.0 | 26,022 | |
@@ -175,9 +175,9 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
打开就快，还能多人一起写代码
`开发者工具` | +25,774 | 70.6 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
装 Python 包，不用再干等
`开发者工具` | +21,546 | 59.0 | 91,352 | |
| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
运行打包测试装包，一个工具全包
`开发者工具` | +16,581 | 45.4 | 96,468 | |
-| 4 | [jdx/mise](https://github.com/jdx/mise)
各种语言版本，一个工具管齐
`开发者工具` | +15,035 | 41.2 | 35,557 | |
+| 4 | [jdx/mise](https://github.com/jdx/mise)
开发工具、环境变量、任务，一个工具管
`开发者工具` | +15,035 | 41.2 | 35,557 | |
| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整个目录找文字，比 grep 快
`开发者工具` | +13,351 | 36.6 | 69,561 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不装一堆插件，补全高亮都现成
`开发者工具` | +6,831 | 18.7 | 46,733 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
语法高亮、语言服务都内置的文本编辑器
`开发者工具` | +6,831 | 18.7 | 46,733 | |
| 7 | [cli/cli](https://github.com/cli/cli)
不开网页，命令行里处理 GitHub
`开发者工具` | +6,262 | 17.2 | 46,801 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
网页代码格式和检查，一个工具搞定
`开发者工具` | +4,610 | 12.6 | 26,022 | |
@@ -190,8 +190,8 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
装 Python 包，不用再干等
`开发者工具` | 91,352 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整个目录找文字，比 grep 快
`开发者工具` | 69,561 | |
| 5 | [cli/cli](https://github.com/cli/cli)
不开网页，命令行里处理 GitHub
`开发者工具` | 46,801 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不装一堆插件，补全高亮都现成
`开发者工具` | 46,733 | |
-| 7 | [jdx/mise](https://github.com/jdx/mise)
各种语言版本，一个工具管齐
`开发者工具` | 35,557 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
语法高亮、语言服务都内置的文本编辑器
`开发者工具` | 46,733 | |
+| 7 | [jdx/mise](https://github.com/jdx/mise)
开发工具、环境变量、任务，一个工具管
`开发者工具` | 35,557 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
网页代码格式和检查，一个工具搞定
`开发者工具` | 26,022 | |
## 安全
@@ -212,11 +212,11 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和代码仓，一次扫完安全问题
`安全` | +229 | 32.7 | 38,849 | |
| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
写个模板，就能批量扫漏洞
`安全` | +226 | 32.3 | 32,453 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
代码里的问题，提交前先揪出来
`安全` | +163 | 23.3 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全该怎么做，查这几页就够
`安全` | +95 | 13.6 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
应用安全怎么做，看这套速查表
`安全` | +95 | 13.6 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依赖安不安全，扫一下就知道
`安全` | +85 | 12.1 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
镜像上线前，先查查有没有漏洞
`安全` | +57 | 8.1 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
容器镜像有没有漏洞，扫一下就知道
`安全` | +57 | 8.1 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
云上有异常，第一时间知道
`安全` | +34 | 4.9 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 代码里的危险写法，提前查出
`安全` | +14 | 2.0 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 代码的安全隐患，扫一遍就知道
`安全` | +14 | 2.0 | 8,992 | |
### 本月增长最快（近 30 天）
@@ -225,11 +225,11 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
写个模板，就能批量扫漏洞
`安全` | +892 | 29.7 | 32,453 | |
| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和代码仓，一次扫完安全问题
`安全` | +768 | 25.6 | 38,849 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
代码里的问题，提交前先揪出来
`安全` | +576 | 19.2 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全该怎么做，查这几页就够
`安全` | +479 | 16.0 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
应用安全怎么做，看这套速查表
`安全` | +479 | 16.0 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依赖安不安全，扫一下就知道
`安全` | +227 | 7.6 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
镜像上线前，先查查有没有漏洞
`安全` | +200 | 6.7 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
容器镜像有没有漏洞，扫一下就知道
`安全` | +200 | 6.7 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
云上有异常，第一时间知道
`安全` | +121 | 4.0 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 代码里的危险写法，提前查出
`安全` | +42 | 1.4 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 代码的安全隐患，扫一遍就知道
`安全` | +42 | 1.4 | 8,992 | |
### 今年增长最快（近 365 天）
@@ -238,24 +238,24 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和代码仓，一次扫完安全问题
`安全` | +10,099 | 27.7 | 38,849 | |
| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
写个模板，就能批量扫漏洞
`安全` | +7,574 | 20.8 | 32,453 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
代码里的问题，提交前先揪出来
`安全` | +4,347 | 11.9 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全该怎么做，查这几页就够
`安全` | +3,498 | 9.6 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
应用安全怎么做，看这套速查表
`安全` | +3,498 | 9.6 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依赖安不安全，扫一下就知道
`安全` | +3,473 | 9.5 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
镜像上线前，先查查有没有漏洞
`安全` | +2,359 | 6.5 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
容器镜像有没有漏洞，扫一下就知道
`安全` | +2,359 | 6.5 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
云上有异常，第一时间知道
`安全` | +1,265 | 3.5 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 代码里的危险写法，提前查出
`安全` | +562 | 1.5 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 代码的安全隐患，扫一遍就知道
`安全` | +562 | 1.5 | 8,992 | |
### 总星标数（历史累计）
| # | 项目 | 总星标 | 星标历史 |
|---|---|---:|---|
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和代码仓，一次扫完安全问题
`安全` | 38,849 | |
-| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全该怎么做，查这几页就够
`安全` | 33,798 | |
+| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
应用安全怎么做，看这套速查表
`安全` | 33,798 | |
| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
写个模板，就能批量扫漏洞
`安全` | 32,453 | |
| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
代码里的问题，提交前先揪出来
`安全` | 17,352 | |
-| 5 | [anchore/grype](https://github.com/anchore/grype)
镜像上线前，先查查有没有漏洞
`安全` | 13,141 | |
+| 5 | [anchore/grype](https://github.com/anchore/grype)
容器镜像有没有漏洞，扫一下就知道
`安全` | 13,141 | |
| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依赖安不安全，扫一下就知道
`安全` | 11,326 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
云上有异常，第一时间知道
`安全` | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 代码里的危险写法，提前查出
`安全` | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 代码的安全隐患，扫一遍就知道
`安全` | 8,992 | |
## Web / 前端
@@ -275,11 +275,11 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，复制进来就能用
`Web / 前端` | +723 | 103.3 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
网页和 App 界面，用同一套写
`Web / 前端` | +343 | 49.0 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
内容网站少带脚本，打开更轻快
`Web / 前端` | +211 | 30.1 | 63,603 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，代码归你，随便改
`Web / 前端` | +723 | 103.3 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
网页和 App 界面，都能用它来搭
`Web / 前端` | +343 | 49.0 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
做内容型网站，页面输出更轻量
`Web / 前端` | +211 | 30.1 | 63,603 | |
| 4 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整网站，从前到后
`Web / 前端` | +175 | 25.0 | 143,204 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
写的是框架，跑的是轻巧网页
`Web / 前端` | +123 | 17.6 | 88,491 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
你写组件，编译器变出高效的网页代码
`Web / 前端` | +123 | 17.6 | 88,491 | |
| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不写一大堆 CSS，也能做定制界面
`Web / 前端` | +108 | 15.4 | 98,015 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
从一个小页面开始，用多少学多少
`Web / 前端` | +103 | 14.7 | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
请求数据和缓存，交给它管
`Web / 前端` | +49 | 7.0 | 50,497 | |
@@ -288,12 +288,12 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，复制进来就能用
`Web / 前端` | +2,537 | 84.6 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
网页和 App 界面，用同一套写
`Web / 前端` | +1,581 | 52.7 | 251,753 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，代码归你，随便改
`Web / 前端` | +2,537 | 84.6 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
网页和 App 界面，都能用它来搭
`Web / 前端` | +1,581 | 52.7 | 251,753 | |
| 3 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整网站，从前到后
`Web / 前端` | +823 | 27.4 | 143,204 | |
-| 4 | [withastro/astro](https://github.com/withastro/astro)
内容网站少带脚本，打开更轻快
`Web / 前端` | +790 | 26.3 | 63,603 | |
+| 4 | [withastro/astro](https://github.com/withastro/astro)
做内容型网站，页面输出更轻量
`Web / 前端` | +790 | 26.3 | 63,603 | |
| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不写一大堆 CSS，也能做定制界面
`Web / 前端` | +484 | 16.1 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
写的是框架，跑的是轻巧网页
`Web / 前端` | +462 | 15.4 | 88,491 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
你写组件，编译器变出高效的网页代码
`Web / 前端` | +462 | 15.4 | 88,491 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
从一个小页面开始，用多少学多少
`Web / 前端` | +408 | 13.6 | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
请求数据和缓存，交给它管
`Web / 前端` | +201 | 6.7 | 50,497 | |
@@ -301,12 +301,12 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，复制进来就能用
`Web / 前端` | +30,284 | 83.0 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
网页和 App 界面，用同一套写
`Web / 前端` | +15,179 | 41.6 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
内容网站少带脚本，打开更轻快
`Web / 前端` | +10,483 | 28.7 | 63,603 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，代码归你，随便改
`Web / 前端` | +30,284 | 83.0 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
网页和 App 界面，都能用它来搭
`Web / 前端` | +15,179 | 41.6 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
做内容型网站，页面输出更轻量
`Web / 前端` | +10,483 | 28.7 | 63,603 | |
| 4 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整网站，从前到后
`Web / 前端` | +10,352 | 28.4 | 143,204 | |
| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不写一大堆 CSS，也能做定制界面
`Web / 前端` | +8,536 | 23.4 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
写的是框架，跑的是轻巧网页
`Web / 前端` | +5,260 | 14.4 | 88,491 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
你写组件，编译器变出高效的网页代码
`Web / 前端` | +5,260 | 14.4 | 88,491 | |
| 7 | [tanstack/query](https://github.com/tanstack/query)
请求数据和缓存，交给它管
`Web / 前端` | +3,870 | 10.6 | 50,497 | |
| 8 | [vuejs/core](https://github.com/vuejs/core)
从一个小页面开始，用多少学多少
`Web / 前端` | +3,622 | 9.9 | 54,798 | |
@@ -314,12 +314,12 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 总星标 | 星标历史 |
|---|---|---:|---|
-| 1 | [facebook/react](https://github.com/facebook/react)
网页和 App 界面，用同一套写
`Web / 前端` | 251,753 | |
+| 1 | [facebook/react](https://github.com/facebook/react)
网页和 App 界面，都能用它来搭
`Web / 前端` | 251,753 | |
| 2 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整网站，从前到后
`Web / 前端` | 143,204 | |
-| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，复制进来就能用
`Web / 前端` | 126,937 | |
+| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的组件，代码归你，随便改
`Web / 前端` | 126,937 | |
| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不写一大堆 CSS，也能做定制界面
`Web / 前端` | 98,015 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
写的是框架，跑的是轻巧网页
`Web / 前端` | 88,491 | |
-| 6 | [withastro/astro](https://github.com/withastro/astro)
内容网站少带脚本，打开更轻快
`Web / 前端` | 63,603 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
你写组件，编译器变出高效的网页代码
`Web / 前端` | 88,491 | |
+| 6 | [withastro/astro](https://github.com/withastro/astro)
做内容型网站，页面输出更轻量
`Web / 前端` | 63,603 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
从一个小页面开始，用多少学多少
`Web / 前端` | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
请求数据和缓存，交给它管
`Web / 前端` | 50,497 | |
@@ -342,7 +342,7 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
容器多了，部署扩容交给它
`基础设施` | +207 | 29.6 | 128,522 | |
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指标日志链路，放进一个面板
`基础设施` | +184 | 26.3 | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系统出问题，告警先找到你
`基础设施` | +182 | 26.0 | 66,853 | |
-| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
云资源写成代码，改动有据可查
`基础设施` | +114 | 16.3 | 50,087 | |
+| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
云资源写成代码，可审阅、可版本管理
`基础设施` | +114 | 16.3 | 50,087 | |
| 6 | [docker/compose](https://github.com/docker/compose)
多个容器写进一个文件，一起跑
`基础设施` | +114 | 16.3 | 38,525 | |
| 7 | [traefik/traefik](https://github.com/traefik/traefik)
服务多了，流量自动分好
`基础设施` | +108 | 15.4 | 65,414 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的编程语言管云资源
`基础设施` | +32 | 4.6 | 25,832 | |
@@ -356,7 +356,7 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指标日志链路，放进一个面板
`基础设施` | +760 | 25.3 | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系统出问题，告警先找到你
`基础设施` | +702 | 23.4 | 66,853 | |
| 5 | [traefik/traefik](https://github.com/traefik/traefik)
服务多了，流量自动分好
`基础设施` | +489 | 16.3 | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
云资源写成代码，改动有据可查
`基础设施` | +397 | 13.2 | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
云资源写成代码，可审阅、可版本管理
`基础设施` | +397 | 13.2 | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
多个容器写进一个文件，一起跑
`基础设施` | +333 | 11.1 | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的编程语言管云资源
`基础设施` | +135 | 4.5 | 25,832 | |
@@ -369,7 +369,7 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 3 | [traefik/traefik](https://github.com/traefik/traefik)
服务多了，流量自动分好
`基础设施` | +8,750 | 24.0 | 65,414 | |
| 4 | [grafana/grafana](https://github.com/grafana/grafana)
指标日志链路，放进一个面板
`基础设施` | +7,871 | 21.6 | 77,585 | |
| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系统出问题，告警先找到你
`基础设施` | +6,537 | 17.9 | 66,853 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
云资源写成代码，改动有据可查
`基础设施` | +3,760 | 10.3 | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
云资源写成代码，可审阅、可版本管理
`基础设施` | +3,760 | 10.3 | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
多个容器写进一个文件，一起跑
`基础设施` | +2,590 | 7.1 | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的编程语言管云资源
`基础设施` | +2,089 | 5.7 | 25,832 | |
@@ -382,7 +382,7 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指标日志链路，放进一个面板
`基础设施` | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系统出问题，告警先找到你
`基础设施` | 66,853 | |
| 5 | [traefik/traefik](https://github.com/traefik/traefik)
服务多了，流量自动分好
`基础设施` | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
云资源写成代码，改动有据可查
`基础设施` | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
云资源写成代码，可审阅、可版本管理
`基础设施` | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
多个容器写进一个文件，一起跑
`基础设施` | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的编程语言管云资源
`基础设施` | 25,832 | |
@@ -399,11 +399,11 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
打开就画，像在纸上随手画图
`设计 / 创意` | +459 | 65.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
团队做设计和原型，用开源的
`设计 / 创意` | +379 | 54.1 | 61,862 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
团队一起做设计，用开源平台
`设计 / 创意` | +379 | 54.1 | 61,862 | |
| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套图标风格统一，拿来就用
`设计 / 创意` | +173 | 24.7 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程图和示意图，拖拖就画好
`设计 / 创意` | +145 | 20.7 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有现成组件可挑
`设计 / 创意` | +69 | 9.9 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
界面图示演示，图标一套够用
`设计 / 创意` | +43 | 6.1 | 7,743 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
画图和白板，一个编辑器搞定
`设计 / 创意` | +145 | 20.7 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind 也有现成组件可挑
`设计 / 创意` | +69 | 9.9 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
一整套灵活的图标，人人可用
`设计 / 创意` | +43 | 6.1 | 7,743 | |
| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的动画，直接放进网页
`设计 / 创意` | +33 | 4.7 | 32,290 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的动画，直接放进 iOS
`设计 / 创意` | +0 | 0.0 | 43 | |
@@ -412,12 +412,12 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
打开就画，像在纸上随手画图
`设计 / 创意` | +1,937 | 64.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
团队做设计和原型，用开源的
`设计 / 创意` | +1,505 | 50.2 | 61,862 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
团队一起做设计，用开源平台
`设计 / 创意` | +1,505 | 50.2 | 61,862 | |
| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套图标风格统一，拿来就用
`设计 / 创意` | +646 | 21.5 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程图和示意图，拖拖就画好
`设计 / 创意` | +613 | 20.4 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有现成组件可挑
`设计 / 创意` | +274 | 9.1 | 42,707 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
画图和白板，一个编辑器搞定
`设计 / 创意` | +613 | 20.4 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind 也有现成组件可挑
`设计 / 创意` | +274 | 9.1 | 42,707 | |
| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的动画，直接放进网页
`设计 / 创意` | +189 | 6.3 | 32,290 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
界面图示演示，图标一套够用
`设计 / 创意` | +183 | 6.1 | 7,743 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
一整套灵活的图标，人人可用
`设计 / 创意` | +183 | 6.1 | 7,743 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的动画，直接放进 iOS
`设计 / 创意` | +0 | 0.0 | 43 | |
### 今年增长最快（近 365 天）
@@ -425,11 +425,11 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 新增星标 | 星标/天 | 总星标 | 星标历史 |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
打开就画，像在纸上随手画图
`设计 / 创意` | +26,967 | 73.9 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
团队做设计和原型，用开源的
`设计 / 创意` | +21,637 | 59.3 | 61,862 | |
-| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程图和示意图，拖拖就画好
`设计 / 创意` | +6,446 | 17.7 | 9,075 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
团队一起做设计，用开源平台
`设计 / 创意` | +21,637 | 59.3 | 61,862 | |
+| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
画图和白板，一个编辑器搞定
`设计 / 创意` | +6,446 | 17.7 | 9,075 | |
| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套图标风格统一，拿来就用
`设计 / 创意` | +6,210 | 17.0 | 25,390 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有现成组件可挑
`设计 / 创意` | +4,240 | 11.6 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
界面图示演示，图标一套够用
`设计 / 创意` | +2,191 | 6.0 | 7,743 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind 也有现成组件可挑
`设计 / 创意` | +4,240 | 11.6 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
一整套灵活的图标，人人可用
`设计 / 创意` | +2,191 | 6.0 | 7,743 | |
| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的动画，直接放进网页
`设计 / 创意` | +1,055 | 2.9 | 32,290 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的动画，直接放进 iOS
`设计 / 创意` | +1 | 0.0 | 43 | |
@@ -438,12 +438,12 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 总星标 | 星标历史 |
|---|---|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
打开就画，像在纸上随手画图
`设计 / 创意` | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
团队做设计和原型，用开源的
`设计 / 创意` | 61,862 | |
-| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有现成组件可挑
`设计 / 创意` | 42,707 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
团队一起做设计，用开源平台
`设计 / 创意` | 61,862 | |
+| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind 也有现成组件可挑
`设计 / 创意` | 42,707 | |
| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的动画，直接放进网页
`设计 / 创意` | 32,290 | |
| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套图标风格统一，拿来就用
`设计 / 创意` | 25,390 | |
-| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程图和示意图，拖拖就画好
`设计 / 创意` | 9,075 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
界面图示演示，图标一套够用
`设计 / 创意` | 7,743 | |
+| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
画图和白板，一个编辑器搞定
`设计 / 创意` | 9,075 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
一整套灵活的图标，人人可用
`设计 / 创意` | 7,743 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的动画，直接放进 iOS
`设计 / 创意` | 43 | |
## 数据
@@ -454,7 +454,7 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| # | 项目 | 创建时间（UTC） | 总星标 | 星标/天 | 星标历史 |
|---|---|---|---:|---:|---|
-| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
做数据转换，用开源社区自己的工具 | 2026-10-25
5.0 天 | 269 | 53.5 | |
+| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
开源社区理应拥有的数据转换工具 | 2026-10-25
5.0 天 | 269 | 53.5 | |
### 本周增长最快（近 7 天）
@@ -464,10 +464,10 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量数据实时分析，用开源的
`数据` | +135 | 19.3 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
数据看不懂，做成图就明白
`数据` | +127 | 18.1 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格数据处理快，不用干等
`数据` | +77 | 11.0 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
系统之间传消息，稳稳接住
`数据` | +70 | 10.0 | 34,100 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系统之间的事件流，交给它来传
`数据` | +70 | 10.0 | 34,100 | |
| 6 | [apache/arrow](https://github.com/apache/arrow)
不同语言之间，数据直接通用
`数据` | +47 | 6.7 | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
数仓 SQL 也能版本管理和测试
`数据` | +42 | 6.0 | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
代码结果和说明，放在一页里
`数据` | +6 | 0.9 | 13,461 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
数据转换，照软件工程的做法来
`数据` | +42 | 6.0 | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
在网页里写代码，边写边看结果
`数据` | +6 | 0.9 | 13,461 | |
### 本月增长最快（近 30 天）
@@ -477,10 +477,10 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量数据实时分析，用开源的
`数据` | +618 | 20.6 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
数据看不懂，做成图就明白
`数据` | +483 | 16.1 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格数据处理快，不用干等
`数据` | +385 | 12.8 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
系统之间传消息，稳稳接住
`数据` | +304 | 10.1 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
数仓 SQL 也能版本管理和测试
`数据` | +177 | 5.9 | 14,104 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系统之间的事件流，交给它来传
`数据` | +304 | 10.1 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
数据转换，照软件工程的做法来
`数据` | +177 | 5.9 | 14,104 | |
| 7 | [apache/arrow](https://github.com/apache/arrow)
不同语言之间，数据直接通用
`数据` | +115 | 3.8 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
代码结果和说明，放在一页里
`数据` | +71 | 2.4 | 13,461 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
在网页里写代码，边写边看结果
`数据` | +71 | 2.4 | 13,461 | |
### 今年增长最快（近 365 天）
@@ -490,10 +490,10 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量数据实时分析，用开源的
`数据` | +7,643 | 20.9 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
数据看不懂，做成图就明白
`数据` | +7,461 | 20.4 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格数据处理快，不用干等
`数据` | +4,866 | 13.3 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
系统之间传消息，稳稳接住
`数据` | +3,302 | 9.0 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
数仓 SQL 也能版本管理和测试
`数据` | +2,470 | 6.8 | 14,104 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系统之间的事件流，交给它来传
`数据` | +3,302 | 9.0 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
数据转换，照软件工程的做法来
`数据` | +2,470 | 6.8 | 14,104 | |
| 7 | [apache/arrow](https://github.com/apache/arrow)
不同语言之间，数据直接通用
`数据` | +1,313 | 3.6 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
代码结果和说明，放在一页里
`数据` | +916 | 2.5 | 13,461 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
在网页里写代码，边写边看结果
`数据` | +916 | 2.5 | 13,461 | |
### 总星标数（历史累计）
@@ -503,10 +503,10 @@ GitHub Trending 是 GitHub 官方页面；GitHub 涨星榜是独立的开源项
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量数据实时分析，用开源的
`数据` | 50,670 | |
| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭数据库服务，也能跑 SQL 分析
`数据` | 42,680 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格数据处理快，不用干等
`数据` | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
系统之间传消息，稳稳接住
`数据` | 34,100 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系统之间的事件流，交给它来传
`数据` | 34,100 | |
| 6 | [apache/arrow](https://github.com/apache/arrow)
不同语言之间，数据直接通用
`数据` | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
数仓 SQL 也能版本管理和测试
`数据` | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
代码结果和说明，放在一页里
`数据` | 13,461 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
数据转换，照软件工程的做法来
`数据` | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
在网页里写代码，边写边看结果
`数据` | 13,461 | |
---
diff --git a/README.zh-Hant.md b/README.zh-Hant.md
index 0eb28ad..3a44385 100644
--- a/README.zh-Hant.md
+++ b/README.zh-Hant.md
@@ -66,7 +66,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
讓 AI 幫你克隆任何軟體
`人工智慧` | +41,593 | 5,941.9 | 409,565 | |
-| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 寫完程式碼，再請一個 AI 挑刺
`人工智慧` | +13,079 | 1,868.4 | 53,235 | |
+| 2 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 查程式碼漏洞，另一個 AI 逐條複核
`人工智慧` | +13,079 | 1,868.4 | 53,235 | |
| 3 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什麼代理，用外掛自己拼
`人工智慧` | +7,979 | 1,139.9 | 266,274 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
幾個 AI 一起寫，誰好用一眼看出
`人工智慧` | +7,519 | 1,074.1 | 110,515 | |
| 5 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
讓 AI 少寫廢程式碼，該寫的寫對
`人工智慧` | +6,688 | 955.4 | 180,485 | |
@@ -82,7 +82,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
|---|---|---:|---:|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
讓 AI 幫你克隆任何軟體
`人工智慧` | +408,693 | 13,623.1 | 409,565 | |
| 2 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
讓 AI 少寫廢程式碼，該寫的寫對
`人工智慧` | +33,133 | 1,104.4 | 180,485 | |
-| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 寫完程式碼，再請一個 AI 挑刺
`人工智慧` | +30,082 | 1,002.7 | 53,235 | |
+| 3 | [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill)
AI 查程式碼漏洞，另一個 AI 逐條複核
`人工智慧` | +30,082 | 1,002.7 | 53,235 | |
| 4 | [stablyai/orca](https://github.com/stablyai/orca)
幾個 AI 一起寫，誰好用一眼看出
`人工智慧` | +29,219 | 974.0 | 110,515 | |
| 5 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什麼代理，用外掛自己拼
`人工智慧` | +27,143 | 904.8 | 266,274 | |
| 6 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
給程式設計 AI 加記憶、技能和安全檢查
`人工智慧` | +24,768 | 825.6 | 292,932 | |
@@ -98,12 +98,12 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 1 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什麼代理，用外掛自己拼
`人工智慧` | +266,171 | 3,412.4 †
÷78 天 | 266,274 | |
| 2 | [morluto/rea](https://github.com/morluto/rea)
讓 AI 幫你克隆任何軟體
`人工智慧` | +409,095 | 2,055.8 †
÷199 天 | 409,565 | |
| 3 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
讓 AI 少寫廢程式碼，該寫的寫對
`人工智慧` | +180,405 | 1,288.6 †
÷140 天 | 180,485 | |
-| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI，資料留在本機
`人工智慧` | +393,398 | 1,157.1 †
÷340 天 | 393,413 | |
+| 4 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI 助理，跑在自己裝置上
`人工智慧` | +393,398 | 1,157.1 †
÷340 天 | 393,413 | |
| 5 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
給程式設計 AI 加記憶、技能和安全檢查
`人工智慧` | +292,884 | 1,027.7 †
÷285 天 | 292,932 | |
| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
越用越會幹活的 AI 助手
`人工智慧` | +258,600 | 708.5 | 258,636 | |
| 7 | [yetone/magpie](https://github.com/yetone/magpie)
程式設計 AI 換模型，額度用完自動續
`人工智慧` | +25,719 | 695.1 †
÷37 天 | 25,810 | |
| 8 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify)
大專案看不過來，先看這張地圖
`人工智慧` | +138,922 | 661.5 †
÷210 天 | 138,983 | |
-| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
不開瀏覽器，終端裡就有 AI 寫程式碼
`人工智慧` | +194,805 | 533.7 | 223,154 | |
+| 9 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
終端機裡，有個開源 AI 幫你寫程式碼
`人工智慧` | +194,805 | 533.7 | 223,154 | |
| 10 | [stablyai/orca](https://github.com/stablyai/orca)
幾個 AI 一起寫，誰好用一眼看出
`人工智慧` | +110,415 | 486.4 †
÷227 天 | 110,515 | |
† 該儲存庫建立時間短於統計區間，因此「星號/天」是以儲存庫存在的天數（顯示在數字下方）計算，而不是以完整區間計算。
@@ -113,11 +113,11 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 總星號 | 星號歷史 |
|---|---|---:|---|
| 1 | [morluto/rea](https://github.com/morluto/rea)
讓 AI 幫你克隆任何軟體
`人工智慧` | 409,565 | |
-| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI，資料留在本機
`人工智慧` | 393,413 | |
+| 2 | [openclaw/openclaw](https://github.com/openclaw/openclaw)
能把事做完的 AI 助理，跑在自己裝置上
`人工智慧` | 393,413 | |
| 3 | [affaan-m/ECC](https://github.com/affaan-m/ECC)
給程式設計 AI 加記憶、技能和安全檢查
`人工智慧` | 292,932 | |
| 4 | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness)
想要什麼代理，用外掛自己拼
`人工智慧` | 266,274 | |
| 5 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent)
越用越會幹活的 AI 助手
`人工智慧` | 258,636 | |
-| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
不開瀏覽器，終端裡就有 AI 寫程式碼
`人工智慧` | 223,154 | |
+| 6 | [anomalyco/opencode](https://github.com/anomalyco/opencode)
終端機裡，有個開源 AI 幫你寫程式碼
`人工智慧` | 223,154 | |
| 7 | [anthropics/skills](https://github.com/anthropics/skills)
Claude 技能怎麼寫，照著官方學
`人工智慧` | 184,884 | |
| 8 | [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail)
讓 AI 少寫廢程式碼，該寫的寫對
`人工智慧` | 180,485 | |
| 9 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch)
換介面不用改配置，一鍵切
`人工智慧` | 150,238 | |
@@ -148,11 +148,11 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
|---|---|---:|---:|---:|---|
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
開啟就快，還能多人一起寫程式碼
`開發者工具` | +396 | 56.6 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 套件，不用再乾等
`開發者工具` | +343 | 49.0 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
各種語言版本，一個工具管齊
`開發者工具` | +287 | 41.0 | 35,557 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
開發工具、環境變數、任務，一個工具管
`開發者工具` | +287 | 41.0 | 35,557 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整個目錄找文字，比 grep 快
`開發者工具` | +242 | 34.6 | 69,561 | |
| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝套件，一個工具全包
`開發者工具` | +161 | 23.0 | 96,468 | |
| 6 | [cli/cli](https://github.com/cli/cli)
不開網頁，命令列裡處理 GitHub
`開發者工具` | +111 | 15.9 | 46,801 | |
-| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
不裝一堆外掛，補全高亮都現成
`開發者工具` | +93 | 13.3 | 46,733 | |
+| 7 | [helix-editor/helix](https://github.com/helix-editor/helix)
語法上色、語言服務都內建的文字編輯器
`開發者工具` | +93 | 13.3 | 46,733 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
網頁程式碼格式和檢查，一個工具搞定
`開發者工具` | +55 | 7.9 | 26,022 | |
### 本月成長最快（近 30 天）
@@ -161,10 +161,10 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
|---|---|---:|---:|---:|---|
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
開啟就快，還能多人一起寫程式碼
`開發者工具` | +1,614 | 53.8 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 套件，不用再乾等
`開發者工具` | +1,247 | 41.6 | 91,352 | |
-| 3 | [jdx/mise](https://github.com/jdx/mise)
各種語言版本，一個工具管齊
`開發者工具` | +1,198 | 39.9 | 35,557 | |
+| 3 | [jdx/mise](https://github.com/jdx/mise)
開發工具、環境變數、任務，一個工具管
`開發者工具` | +1,198 | 39.9 | 35,557 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整個目錄找文字，比 grep 快
`開發者工具` | +984 | 32.8 | 69,561 | |
| 5 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝套件，一個工具全包
`開發者工具` | +673 | 22.4 | 96,468 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不裝一堆外掛，補全高亮都現成
`開發者工具` | +468 | 15.6 | 46,733 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
語法上色、語言服務都內建的文字編輯器
`開發者工具` | +468 | 15.6 | 46,733 | |
| 7 | [cli/cli](https://github.com/cli/cli)
不開網頁，命令列裡處理 GitHub
`開發者工具` | +442 | 14.7 | 46,801 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
網頁程式碼格式和檢查，一個工具搞定
`開發者工具` | +210 | 7.0 | 26,022 | |
@@ -175,9 +175,9 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 1 | [zed-industries/zed](https://github.com/zed-industries/zed)
開啟就快，還能多人一起寫程式碼
`開發者工具` | +25,774 | 70.6 | 92,406 | |
| 2 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 套件，不用再乾等
`開發者工具` | +21,546 | 59.0 | 91,352 | |
| 3 | [oven-sh/bun](https://github.com/oven-sh/bun)
執行打包測試裝套件，一個工具全包
`開發者工具` | +16,581 | 45.4 | 96,468 | |
-| 4 | [jdx/mise](https://github.com/jdx/mise)
各種語言版本，一個工具管齊
`開發者工具` | +15,035 | 41.2 | 35,557 | |
+| 4 | [jdx/mise](https://github.com/jdx/mise)
開發工具、環境變數、任務，一個工具管
`開發者工具` | +15,035 | 41.2 | 35,557 | |
| 5 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整個目錄找文字，比 grep 快
`開發者工具` | +13,351 | 36.6 | 69,561 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不裝一堆外掛，補全高亮都現成
`開發者工具` | +6,831 | 18.7 | 46,733 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
語法上色、語言服務都內建的文字編輯器
`開發者工具` | +6,831 | 18.7 | 46,733 | |
| 7 | [cli/cli](https://github.com/cli/cli)
不開網頁，命令列裡處理 GitHub
`開發者工具` | +6,262 | 17.2 | 46,801 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
網頁程式碼格式和檢查，一個工具搞定
`開發者工具` | +4,610 | 12.6 | 26,022 | |
@@ -190,8 +190,8 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 3 | [astral-sh/uv](https://github.com/astral-sh/uv)
裝 Python 套件，不用再乾等
`開發者工具` | 91,352 | |
| 4 | [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep)
翻遍整個目錄找文字，比 grep 快
`開發者工具` | 69,561 | |
| 5 | [cli/cli](https://github.com/cli/cli)
不開網頁，命令列裡處理 GitHub
`開發者工具` | 46,801 | |
-| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
不裝一堆外掛，補全高亮都現成
`開發者工具` | 46,733 | |
-| 7 | [jdx/mise](https://github.com/jdx/mise)
各種語言版本，一個工具管齊
`開發者工具` | 35,557 | |
+| 6 | [helix-editor/helix](https://github.com/helix-editor/helix)
語法上色、語言服務都內建的文字編輯器
`開發者工具` | 46,733 | |
+| 7 | [jdx/mise](https://github.com/jdx/mise)
開發工具、環境變數、任務，一個工具管
`開發者工具` | 35,557 | |
| 8 | [biomejs/biome](https://github.com/biomejs/biome)
網頁程式碼格式和檢查，一個工具搞定
`開發者工具` | 26,022 | |
## 資安
@@ -212,11 +212,11 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和程式碼倉，一次掃完安全問題
`資安` | +229 | 32.7 | 38,849 | |
| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
寫個模板，就能批次掃漏洞
`資安` | +226 | 32.3 | 32,453 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
程式碼裡的問題，提交前先揪出來
`資安` | +163 | 23.3 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全該怎麼做，查這幾頁就夠
`資安` | +95 | 13.6 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
應用程式資安怎麼做，看這套速查表
`資安` | +95 | 13.6 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依賴安不安全，掃一下就知道
`資安` | +85 | 12.1 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
映像檔上線前，先查查有沒有漏洞
`資安` | +57 | 8.1 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
容器映像檔有沒有漏洞，掃一下就知道
`資安` | +57 | 8.1 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
雲上有異常，第一時間知道
`資安` | +34 | 4.9 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 程式碼裡的危險寫法，提前查出
`資安` | +14 | 2.0 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 程式碼的資安隱患，掃一遍就知道
`資安` | +14 | 2.0 | 8,992 | |
### 本月成長最快（近 30 天）
@@ -225,11 +225,11 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 1 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
寫個模板，就能批次掃漏洞
`資安` | +892 | 29.7 | 32,453 | |
| 2 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和程式碼倉，一次掃完安全問題
`資安` | +768 | 25.6 | 38,849 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
程式碼裡的問題，提交前先揪出來
`資安` | +576 | 19.2 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全該怎麼做，查這幾頁就夠
`資安` | +479 | 16.0 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
應用程式資安怎麼做，看這套速查表
`資安` | +479 | 16.0 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依賴安不安全，掃一下就知道
`資安` | +227 | 7.6 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
映像檔上線前，先查查有沒有漏洞
`資安` | +200 | 6.7 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
容器映像檔有沒有漏洞，掃一下就知道
`資安` | +200 | 6.7 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
雲上有異常，第一時間知道
`資安` | +121 | 4.0 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 程式碼裡的危險寫法，提前查出
`資安` | +42 | 1.4 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 程式碼的資安隱患，掃一遍就知道
`資安` | +42 | 1.4 | 8,992 | |
### 今年成長最快（近 365 天）
@@ -238,24 +238,24 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和程式碼倉，一次掃完安全問題
`資安` | +10,099 | 27.7 | 38,849 | |
| 2 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
寫個模板，就能批次掃漏洞
`資安` | +7,574 | 20.8 | 32,453 | |
| 3 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
程式碼裡的問題，提交前先揪出來
`資安` | +4,347 | 11.9 | 17,352 | |
-| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全該怎麼做，查這幾頁就夠
`資安` | +3,498 | 9.6 | 33,798 | |
+| 4 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
應用程式資安怎麼做，看這套速查表
`資安` | +3,498 | 9.6 | 33,798 | |
| 5 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依賴安不安全，掃一下就知道
`資安` | +3,473 | 9.5 | 11,326 | |
-| 6 | [anchore/grype](https://github.com/anchore/grype)
映像檔上線前，先查查有沒有漏洞
`資安` | +2,359 | 6.5 | 13,141 | |
+| 6 | [anchore/grype](https://github.com/anchore/grype)
容器映像檔有沒有漏洞，掃一下就知道
`資安` | +2,359 | 6.5 | 13,141 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
雲上有異常，第一時間知道
`資安` | +1,265 | 3.5 | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 程式碼裡的危險寫法，提前查出
`資安` | +562 | 1.5 | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 程式碼的資安隱患，掃一遍就知道
`資安` | +562 | 1.5 | 8,992 | |
### 總星號數（歷史累計）
| # | 專案 | 總星號 | 星號歷史 |
|---|---|---:|---|
| 1 | [aquasecurity/trivy](https://github.com/aquasecurity/trivy)
容器和程式碼倉，一次掃完安全問題
`資安` | 38,849 | |
-| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
安全該怎麼做，查這幾頁就夠
`資安` | 33,798 | |
+| 2 | [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries)
應用程式資安怎麼做，看這套速查表
`資安` | 33,798 | |
| 3 | [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei)
寫個模板，就能批次掃漏洞
`資安` | 32,453 | |
| 4 | [semgrep/semgrep](https://github.com/semgrep/semgrep)
程式碼裡的問題，提交前先揪出來
`資安` | 17,352 | |
-| 5 | [anchore/grype](https://github.com/anchore/grype)
映像檔上線前，先查查有沒有漏洞
`資安` | 13,141 | |
+| 5 | [anchore/grype](https://github.com/anchore/grype)
容器映像檔有沒有漏洞，掃一下就知道
`資安` | 13,141 | |
| 6 | [google/osv-scanner](https://github.com/google/osv-scanner)
用的依賴安不安全，掃一下就知道
`資安` | 11,326 | |
| 7 | [falcosecurity/falco](https://github.com/falcosecurity/falco)
雲上有異常，第一時間知道
`資安` | 9,539 | |
-| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 程式碼裡的危險寫法，提前查出
`資安` | 8,992 | |
+| 8 | [securego/gosec](https://github.com/securego/gosec)
Go 程式碼的資安隱患，掃一遍就知道
`資安` | 8,992 | |
## Web / 前端
@@ -275,11 +275,11 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，複製進來就能用
`Web / 前端` | +723 | 103.3 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
網頁和 App 介面，用同一套寫
`Web / 前端` | +343 | 49.0 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
內容網站少帶指令碼，開啟更輕快
`Web / 前端` | +211 | 30.1 | 63,603 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，程式碼歸你，隨便改
`Web / 前端` | +723 | 103.3 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
網頁和 App 介面，都能用它來搭
`Web / 前端` | +343 | 49.0 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
做內容型網站，頁面輸出更輕量
`Web / 前端` | +211 | 30.1 | 63,603 | |
| 4 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整網站，從前到後
`Web / 前端` | +175 | 25.0 | 143,204 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
寫的是框架，跑的是輕巧網頁
`Web / 前端` | +123 | 17.6 | 88,491 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
你寫元件，編譯器變出高效的網頁程式碼
`Web / 前端` | +123 | 17.6 | 88,491 | |
| 6 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不寫一大堆 CSS，也能做定製介面
`Web / 前端` | +108 | 15.4 | 98,015 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
從一個小頁面開始，用多少學多少
`Web / 前端` | +103 | 14.7 | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
請求資料和快取，交給它管
`Web / 前端` | +49 | 7.0 | 50,497 | |
@@ -288,12 +288,12 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，複製進來就能用
`Web / 前端` | +2,537 | 84.6 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
網頁和 App 介面，用同一套寫
`Web / 前端` | +1,581 | 52.7 | 251,753 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，程式碼歸你，隨便改
`Web / 前端` | +2,537 | 84.6 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
網頁和 App 介面，都能用它來搭
`Web / 前端` | +1,581 | 52.7 | 251,753 | |
| 3 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整網站，從前到後
`Web / 前端` | +823 | 27.4 | 143,204 | |
-| 4 | [withastro/astro](https://github.com/withastro/astro)
內容網站少帶指令碼，開啟更輕快
`Web / 前端` | +790 | 26.3 | 63,603 | |
+| 4 | [withastro/astro](https://github.com/withastro/astro)
做內容型網站，頁面輸出更輕量
`Web / 前端` | +790 | 26.3 | 63,603 | |
| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不寫一大堆 CSS，也能做定製介面
`Web / 前端` | +484 | 16.1 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
寫的是框架，跑的是輕巧網頁
`Web / 前端` | +462 | 15.4 | 88,491 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
你寫元件，編譯器變出高效的網頁程式碼
`Web / 前端` | +462 | 15.4 | 88,491 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
從一個小頁面開始，用多少學多少
`Web / 前端` | +408 | 13.6 | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
請求資料和快取，交給它管
`Web / 前端` | +201 | 6.7 | 50,497 | |
@@ -301,12 +301,12 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
-| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，複製進來就能用
`Web / 前端` | +30,284 | 83.0 | 126,937 | |
-| 2 | [facebook/react](https://github.com/facebook/react)
網頁和 App 介面，用同一套寫
`Web / 前端` | +15,179 | 41.6 | 251,753 | |
-| 3 | [withastro/astro](https://github.com/withastro/astro)
內容網站少帶指令碼，開啟更輕快
`Web / 前端` | +10,483 | 28.7 | 63,603 | |
+| 1 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，程式碼歸你，隨便改
`Web / 前端` | +30,284 | 83.0 | 126,937 | |
+| 2 | [facebook/react](https://github.com/facebook/react)
網頁和 App 介面，都能用它來搭
`Web / 前端` | +15,179 | 41.6 | 251,753 | |
+| 3 | [withastro/astro](https://github.com/withastro/astro)
做內容型網站，頁面輸出更輕量
`Web / 前端` | +10,483 | 28.7 | 63,603 | |
| 4 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整網站，從前到後
`Web / 前端` | +10,352 | 28.4 | 143,204 | |
| 5 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不寫一大堆 CSS，也能做定製介面
`Web / 前端` | +8,536 | 23.4 | 98,015 | |
-| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
寫的是框架，跑的是輕巧網頁
`Web / 前端` | +5,260 | 14.4 | 88,491 | |
+| 6 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
你寫元件，編譯器變出高效的網頁程式碼
`Web / 前端` | +5,260 | 14.4 | 88,491 | |
| 7 | [tanstack/query](https://github.com/tanstack/query)
請求資料和快取，交給它管
`Web / 前端` | +3,870 | 10.6 | 50,497 | |
| 8 | [vuejs/core](https://github.com/vuejs/core)
從一個小頁面開始，用多少學多少
`Web / 前端` | +3,622 | 9.9 | 54,798 | |
@@ -314,12 +314,12 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 總星號 | 星號歷史 |
|---|---|---:|---|
-| 1 | [facebook/react](https://github.com/facebook/react)
網頁和 App 介面，用同一套寫
`Web / 前端` | 251,753 | |
+| 1 | [facebook/react](https://github.com/facebook/react)
網頁和 App 介面，都能用它來搭
`Web / 前端` | 251,753 | |
| 2 | [vercel/next.js](https://github.com/vercel/next.js)
用 React 做完整網站，從前到後
`Web / 前端` | 143,204 | |
-| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，複製進來就能用
`Web / 前端` | 126,937 | |
+| 3 | [shadcn-ui/ui](https://github.com/shadcn-ui/ui)
好看的元件，程式碼歸你，隨便改
`Web / 前端` | 126,937 | |
| 4 | [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss)
不寫一大堆 CSS，也能做定製介面
`Web / 前端` | 98,015 | |
-| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
寫的是框架，跑的是輕巧網頁
`Web / 前端` | 88,491 | |
-| 6 | [withastro/astro](https://github.com/withastro/astro)
內容網站少帶指令碼，開啟更輕快
`Web / 前端` | 63,603 | |
+| 5 | [sveltejs/svelte](https://github.com/sveltejs/svelte)
你寫元件，編譯器變出高效的網頁程式碼
`Web / 前端` | 88,491 | |
+| 6 | [withastro/astro](https://github.com/withastro/astro)
做內容型網站，頁面輸出更輕量
`Web / 前端` | 63,603 | |
| 7 | [vuejs/core](https://github.com/vuejs/core)
從一個小頁面開始，用多少學多少
`Web / 前端` | 54,798 | |
| 8 | [tanstack/query](https://github.com/tanstack/query)
請求資料和快取，交給它管
`Web / 前端` | 50,497 | |
@@ -342,7 +342,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 2 | [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes)
容器多了，部署擴容交給它
`基礎建設` | +207 | 29.6 | 128,522 | |
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標日誌追蹤，放進一個面板
`基礎建設` | +184 | 26.3 | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系統出問題，告警先找到你
`基礎建設` | +182 | 26.0 | 66,853 | |
-| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
雲資源寫成程式碼，改動有據可查
`基礎建設` | +114 | 16.3 | 50,087 | |
+| 5 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
雲資源寫成程式碼，可審閱、可版本管理
`基礎建設` | +114 | 16.3 | 50,087 | |
| 6 | [docker/compose](https://github.com/docker/compose)
多個容器寫進一個檔案，一起跑
`基礎建設` | +114 | 16.3 | 38,525 | |
| 7 | [traefik/traefik](https://github.com/traefik/traefik)
服務多了，流量自動分好
`基礎建設` | +108 | 15.4 | 65,414 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的程式語言管雲資源
`基礎建設` | +32 | 4.6 | 25,832 | |
@@ -356,7 +356,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標日誌追蹤，放進一個面板
`基礎建設` | +760 | 25.3 | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系統出問題，告警先找到你
`基礎建設` | +702 | 23.4 | 66,853 | |
| 5 | [traefik/traefik](https://github.com/traefik/traefik)
服務多了，流量自動分好
`基礎建設` | +489 | 16.3 | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
雲資源寫成程式碼，改動有據可查
`基礎建設` | +397 | 13.2 | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
雲資源寫成程式碼，可審閱、可版本管理
`基礎建設` | +397 | 13.2 | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
多個容器寫進一個檔案，一起跑
`基礎建設` | +333 | 11.1 | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的程式語言管雲資源
`基礎建設` | +135 | 4.5 | 25,832 | |
@@ -369,7 +369,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 3 | [traefik/traefik](https://github.com/traefik/traefik)
服務多了，流量自動分好
`基礎建設` | +8,750 | 24.0 | 65,414 | |
| 4 | [grafana/grafana](https://github.com/grafana/grafana)
指標日誌追蹤，放進一個面板
`基礎建設` | +7,871 | 21.6 | 77,585 | |
| 5 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系統出問題，告警先找到你
`基礎建設` | +6,537 | 17.9 | 66,853 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
雲資源寫成程式碼，改動有據可查
`基礎建設` | +3,760 | 10.3 | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
雲資源寫成程式碼，可審閱、可版本管理
`基礎建設` | +3,760 | 10.3 | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
多個容器寫進一個檔案，一起跑
`基礎建設` | +2,590 | 7.1 | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的程式語言管雲資源
`基礎建設` | +2,089 | 5.7 | 25,832 | |
@@ -382,7 +382,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 3 | [grafana/grafana](https://github.com/grafana/grafana)
指標日誌追蹤，放進一個面板
`基礎建設` | 77,585 | |
| 4 | [prometheus/prometheus](https://github.com/prometheus/prometheus)
系統出問題，告警先找到你
`基礎建設` | 66,853 | |
| 5 | [traefik/traefik](https://github.com/traefik/traefik)
服務多了，流量自動分好
`基礎建設` | 65,414 | |
-| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
雲資源寫成程式碼，改動有據可查
`基礎建設` | 50,087 | |
+| 6 | [hashicorp/terraform](https://github.com/hashicorp/terraform)
雲資源寫成程式碼，可審閱、可版本管理
`基礎建設` | 50,087 | |
| 7 | [docker/compose](https://github.com/docker/compose)
多個容器寫進一個檔案，一起跑
`基礎建設` | 38,525 | |
| 8 | [pulumi/pulumi](https://github.com/pulumi/pulumi)
用熟悉的程式語言管雲資源
`基礎建設` | 25,832 | |
@@ -399,11 +399,11 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開啟就畫，像在紙上隨手畫圖
`設計 / 創意` | +459 | 65.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
團隊做設計和原型，用開源的
`設計 / 創意` | +379 | 54.1 | 61,862 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
團隊一起做設計，用開源平台
`設計 / 創意` | +379 | 54.1 | 61,862 | |
| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套圖示風格統一，拿來就用
`設計 / 創意` | +173 | 24.7 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程圖和示意圖，拖拖就畫好
`設計 / 創意` | +145 | 20.7 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有現成元件可挑
`設計 / 創意` | +69 | 9.9 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
介面圖示演示，圖示一套夠用
`設計 / 創意` | +43 | 6.1 | 7,743 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
畫圖和白板，一個編輯器搞定
`設計 / 創意` | +145 | 20.7 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind 也有現成元件可挑
`設計 / 創意` | +69 | 9.9 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
一整套靈活的圖示，人人可用
`設計 / 創意` | +43 | 6.1 | 7,743 | |
| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的動畫，直接放進網頁
`設計 / 創意` | +33 | 4.7 | 32,290 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的動畫，直接放進 iOS
`設計 / 創意` | +0 | 0.0 | 43 | |
@@ -412,12 +412,12 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開啟就畫，像在紙上隨手畫圖
`設計 / 創意` | +1,937 | 64.6 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
團隊做設計和原型，用開源的
`設計 / 創意` | +1,505 | 50.2 | 61,862 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
團隊一起做設計，用開源平台
`設計 / 創意` | +1,505 | 50.2 | 61,862 | |
| 3 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套圖示風格統一，拿來就用
`設計 / 創意` | +646 | 21.5 | 25,390 | |
-| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程圖和示意圖，拖拖就畫好
`設計 / 創意` | +613 | 20.4 | 9,075 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有現成元件可挑
`設計 / 創意` | +274 | 9.1 | 42,707 | |
+| 4 | [jgraph/drawio](https://github.com/jgraph/drawio)
畫圖和白板，一個編輯器搞定
`設計 / 創意` | +613 | 20.4 | 9,075 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind 也有現成元件可挑
`設計 / 創意` | +274 | 9.1 | 42,707 | |
| 6 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的動畫，直接放進網頁
`設計 / 創意` | +189 | 6.3 | 32,290 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
介面圖示演示，圖示一套夠用
`設計 / 創意` | +183 | 6.1 | 7,743 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
一整套靈活的圖示，人人可用
`設計 / 創意` | +183 | 6.1 | 7,743 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的動畫，直接放進 iOS
`設計 / 創意` | +0 | 0.0 | 43 | |
### 今年成長最快（近 365 天）
@@ -425,11 +425,11 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 新增星號 | 星號/天 | 總星號 | 星號歷史 |
|---|---|---:|---:|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開啟就畫，像在紙上隨手畫圖
`設計 / 創意` | +26,967 | 73.9 | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
團隊做設計和原型，用開源的
`設計 / 創意` | +21,637 | 59.3 | 61,862 | |
-| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程圖和示意圖，拖拖就畫好
`設計 / 創意` | +6,446 | 17.7 | 9,075 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
團隊一起做設計，用開源平台
`設計 / 創意` | +21,637 | 59.3 | 61,862 | |
+| 3 | [jgraph/drawio](https://github.com/jgraph/drawio)
畫圖和白板，一個編輯器搞定
`設計 / 創意` | +6,446 | 17.7 | 9,075 | |
| 4 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套圖示風格統一，拿來就用
`設計 / 創意` | +6,210 | 17.0 | 25,390 | |
-| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有現成元件可挑
`設計 / 創意` | +4,240 | 11.6 | 42,707 | |
-| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
介面圖示演示，圖示一套夠用
`設計 / 創意` | +2,191 | 6.0 | 7,743 | |
+| 5 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind 也有現成元件可挑
`設計 / 創意` | +4,240 | 11.6 | 42,707 | |
+| 6 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
一整套靈活的圖示，人人可用
`設計 / 創意` | +2,191 | 6.0 | 7,743 | |
| 7 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的動畫，直接放進網頁
`設計 / 創意` | +1,055 | 2.9 | 32,290 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的動畫，直接放進 iOS
`設計 / 創意` | +1 | 0.0 | 43 | |
@@ -438,12 +438,12 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 總星號 | 星號歷史 |
|---|---|---:|---|
| 1 | [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw)
開啟就畫，像在紙上隨手畫圖
`設計 / 創意` | 134,834 | |
-| 2 | [penpot/penpot](https://github.com/penpot/penpot)
團隊做設計和原型，用開源的
`設計 / 創意` | 61,862 | |
-| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
用 Tailwind，也有現成元件可挑
`設計 / 創意` | 42,707 | |
+| 2 | [penpot/penpot](https://github.com/penpot/penpot)
團隊一起做設計，用開源平台
`設計 / 創意` | 61,862 | |
+| 3 | [saadeghi/daisyui](https://github.com/saadeghi/daisyui)
Tailwind 也有現成元件可挑
`設計 / 創意` | 42,707 | |
| 4 | [airbnb/lottie-web](https://github.com/airbnb/lottie-web)
AE 做的動畫，直接放進網頁
`設計 / 創意` | 32,290 | |
| 5 | [lucide-icons/lucide](https://github.com/lucide-icons/lucide)
一套圖示風格統一，拿來就用
`設計 / 創意` | 25,390 | |
-| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
流程圖和示意圖，拖拖就畫好
`設計 / 創意` | 9,075 | |
-| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
介面圖示演示，圖示一套夠用
`設計 / 創意` | 7,743 | |
+| 6 | [jgraph/drawio](https://github.com/jgraph/drawio)
畫圖和白板，一個編輯器搞定
`設計 / 創意` | 9,075 | |
+| 7 | [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage)
一整套靈活的圖示，人人可用
`設計 / 創意` | 7,743 | |
| 8 | [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios)
AE 做的動畫，直接放進 iOS
`設計 / 創意` | 43 | |
## 資料
@@ -454,7 +454,7 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| # | 專案 | 建立時間（UTC） | 總星號 | 星號/天 | 星號歷史 |
|---|---|---|---:|---:|---|
-| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
做資料轉換，用開源社群自己的工具 | 2026-10-25
5.0 天 | 269 | 53.5 | |
+| 1 | [hugues31/duckpad](https://github.com/hugues31/duckpad)
開源社群理應擁有的資料轉換工具 | 2026-10-25
5.0 天 | 269 | 53.5 | |
### 本週成長最快（近 7 天）
@@ -464,10 +464,10 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量資料即時分析，用開源的
`資料` | +135 | 19.3 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
資料看不懂，做成圖就明白
`資料` | +127 | 18.1 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用乾等
`資料` | +77 | 11.0 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間傳訊息，穩穩接住
`資料` | +70 | 10.0 | 34,100 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間的事件流，交給它來傳
`資料` | +70 | 10.0 | 34,100 | |
| 6 | [apache/arrow](https://github.com/apache/arrow)
不同語言之間，資料直接通用
`資料` | +47 | 6.7 | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
數倉 SQL 也能版本管理和測試
`資料` | +42 | 6.0 | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
程式碼結果和說明，放在一頁裡
`資料` | +6 | 0.9 | 13,461 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
資料轉換，照軟體工程的做法來
`資料` | +42 | 6.0 | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
在網頁裡寫程式碼，邊寫邊看結果
`資料` | +6 | 0.9 | 13,461 | |
### 本月成長最快（近 30 天）
@@ -477,10 +477,10 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量資料即時分析，用開源的
`資料` | +618 | 20.6 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
資料看不懂，做成圖就明白
`資料` | +483 | 16.1 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用乾等
`資料` | +385 | 12.8 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間傳訊息，穩穩接住
`資料` | +304 | 10.1 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
數倉 SQL 也能版本管理和測試
`資料` | +177 | 5.9 | 14,104 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間的事件流，交給它來傳
`資料` | +304 | 10.1 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
資料轉換，照軟體工程的做法來
`資料` | +177 | 5.9 | 14,104 | |
| 7 | [apache/arrow](https://github.com/apache/arrow)
不同語言之間，資料直接通用
`資料` | +115 | 3.8 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
程式碼結果和說明，放在一頁裡
`資料` | +71 | 2.4 | 13,461 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
在網頁裡寫程式碼，邊寫邊看結果
`資料` | +71 | 2.4 | 13,461 | |
### 今年成長最快（近 365 天）
@@ -490,10 +490,10 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量資料即時分析，用開源的
`資料` | +7,643 | 20.9 | 50,670 | |
| 3 | [apache/superset](https://github.com/apache/superset)
資料看不懂，做成圖就明白
`資料` | +7,461 | 20.4 | 75,366 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用乾等
`資料` | +4,866 | 13.3 | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間傳訊息，穩穩接住
`資料` | +3,302 | 9.0 | 34,100 | |
-| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
數倉 SQL 也能版本管理和測試
`資料` | +2,470 | 6.8 | 14,104 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間的事件流，交給它來傳
`資料` | +3,302 | 9.0 | 34,100 | |
+| 6 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
資料轉換，照軟體工程的做法來
`資料` | +2,470 | 6.8 | 14,104 | |
| 7 | [apache/arrow](https://github.com/apache/arrow)
不同語言之間，資料直接通用
`資料` | +1,313 | 3.6 | 17,260 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
程式碼結果和說明，放在一頁裡
`資料` | +916 | 2.5 | 13,461 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
在網頁裡寫程式碼，邊寫邊看結果
`資料` | +916 | 2.5 | 13,461 | |
### 總星號數（歷史累計）
@@ -503,10 +503,10 @@ GitHub Trending 是 GitHub 官方頁面；GitHub 漲星榜是獨立的開源專
| 2 | [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse)
大量資料即時分析，用開源的
`資料` | 50,670 | |
| 3 | [duckdb/duckdb](https://github.com/duckdb/duckdb)
不搭資料庫服務，也能跑 SQL 分析
`資料` | 42,680 | |
| 4 | [pola-rs/polars](https://github.com/pola-rs/polars)
表格資料處理快，不用乾等
`資料` | 40,233 | |
-| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間傳訊息，穩穩接住
`資料` | 34,100 | |
+| 5 | [apache/kafka](https://github.com/apache/kafka)
系統之間的事件流，交給它來傳
`資料` | 34,100 | |
| 6 | [apache/arrow](https://github.com/apache/arrow)
不同語言之間，資料直接通用
`資料` | 17,260 | |
-| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
數倉 SQL 也能版本管理和測試
`資料` | 14,104 | |
-| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
程式碼結果和說明，放在一頁裡
`資料` | 13,461 | |
+| 7 | [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core)
資料轉換，照軟體工程的做法來
`資料` | 14,104 | |
+| 8 | [jupyter/notebook](https://github.com/jupyter/notebook)
在網頁裡寫程式碼，邊寫邊看結果
`資料` | 13,461 | |
---
diff --git a/data/projects.json b/data/projects.json
index fdaf909..5fe93a9 100644
--- a/data/projects.json
+++ b/data/projects.json
@@ -37,11 +37,11 @@
"ko": "웹 페이지 없이 터미널에서 바로 AI로 코딩한다. 여러 모델을 지원하고 Claude Code·Codex에 맞서는 무료 오픈소스."
},
"hook": {
- "en": "AI writes your code right in the terminal, no browser",
- "zh-Hans": "不开浏览器，终端里就有 AI 写代码",
- "zh-Hant": "不開瀏覽器，終端裡就有 AI 寫程式碼",
- "ja": "ブラウザなしで、ターミナルの AI がコードを書く",
- "ko": "브라우저 없이 터미널에서 AI가 코드를 쓴다"
+ "zh-Hans": "终端里，有个开源 AI 帮你写代码",
+ "zh-Hant": "終端機裡，有個開源 AI 幫你寫程式碼",
+ "en": "An open-source AI that writes code in your terminal",
+ "ja": "ターミナルで、オープンソースの AI がコードを書く",
+ "ko": "터미널에서 오픈 소스 AI가 코드를 쓴다"
},
"hook_prev": {
"en": "Free open-source AI coding in your terminal",
@@ -89,11 +89,11 @@
"ko": "AI가 자기 코드의 취약점을 직접 찾게 하고, 다른 AI를 불러 반박까지 시킨다. 코딩 에이전트가 쓰는 불안전한 코드를 잡아낸다."
},
"hook": {
- "en": "After AI writes the code, a second AI picks it apart",
- "zh-Hans": "AI 写完代码，再请一个 AI 挑刺",
- "zh-Hant": "AI 寫完程式碼，再請一個 AI 挑刺",
- "ja": "AI が書いたコードを、別の AI が突っ込む",
- "ko": "AI가 쓴 코드를 다른 AI가 다시 짚어 준다"
+ "zh-Hans": "AI 查代码漏洞，另一个 AI 逐条复核",
+ "zh-Hant": "AI 查程式碼漏洞，另一個 AI 逐條複核",
+ "en": "One AI hunts security holes, a fresh AI verifies each",
+ "ja": "AI が脆弱性を探し、別の AI が一件ずつ検証",
+ "ko": "AI가 취약점을 찾고, 다른 AI가 하나씩 검증"
},
"hook_prev": {
"en": "One AI audits the code, a second AI challenges it",
@@ -193,11 +193,11 @@
"ko": "챗봇이 아니라 실제로 일을 해주는 AI. 시스템을 가로질러 동작하고 로컬에 배포하며 데이터가 내 컴퓨터를 떠나지 않는다."
},
"hook": {
- "en": "An AI that finishes the job, data stays on your machine",
- "zh-Hans": "能把事做完的 AI，数据留在本机",
- "zh-Hant": "能把事做完的 AI，資料留在本機",
- "ja": "仕事を終わらせる AI。データは自分の PC に残る",
- "ko": "일을 끝내는 AI, 데이터는 내 컴퓨터에 남는다"
+ "zh-Hans": "能把事做完的 AI 助手，跑在自己设备上",
+ "zh-Hant": "能把事做完的 AI 助理，跑在自己裝置上",
+ "en": "An AI assistant that gets things done, on your own devices",
+ "ja": "仕事を片付ける AI アシスタント、動くのは自分の端末",
+ "ko": "일을 끝내는 AI 비서, 내 기기에서 돌아간다"
},
"hook_prev": {
"en": "An AI that gets work done, on your own machine",
@@ -375,11 +375,11 @@
"ko": "무료 MIT 라이선스 AI 게이트웨이. 하나의 엔드포인트로 수백 개 제공자와 모델에 연결하고 할당량이 떨어지면 자동 전환한다. Claude Code·Codex·Cursor·OpenCode·Cline·Copilot과 함께 쓸 수 있다."
},
"hook": {
- "en": "One entry to hundreds of models, quota switches itself",
- "zh-Hans": "一个入口接几百个模型，额度自动切",
- "zh-Hant": "一個入口接幾百個模型，額度自動切",
- "ja": "入口 1 つで何百ものモデル、枠は自動で切替",
- "ko": "입구 하나로 수백 개 모델, 한도는 자동 전환"
+ "zh-Hans": "一个入口接上千个模型，额度自动切",
+ "zh-Hant": "一個入口接上千個模型，額度自動切",
+ "en": "One entry to over a thousand models, quota switches itself",
+ "ja": "入口 1 つで千を超えるモデル、枠は自動で切替",
+ "ko": "입구 하나로 천 개 넘는 모델, 한도는 자동 전환"
},
"hook_prev": {
"en": "One free gateway to hundreds of AI models",
@@ -687,11 +687,11 @@
"ko": "LSP·tree-sitter·다중 선택을 내장한 모달 텍스트 에디터."
},
"hook": {
- "en": "No pile of plugins: completion and highlighting built in",
- "zh-Hans": "不装一堆插件，补全高亮都现成",
- "zh-Hant": "不裝一堆外掛，補全高亮都現成",
- "ja": "プラグイン不要、補完とハイライトは最初から",
- "ko": "플러그인 없이 자동완성·하이라이트가 기본"
+ "zh-Hans": "语法高亮、语言服务都内置的文本编辑器",
+ "zh-Hant": "語法上色、語言服務都內建的文字編輯器",
+ "en": "A text editor with language server and highlighting built in",
+ "ja": "構文ハイライトも言語サーバーも内蔵のテキストエディタ",
+ "ko": "구문 강조와 언어 서버가 내장된 텍스트 편집기"
},
"hook_prev": {
"en": "Modal editor with LSP built in",
@@ -713,11 +713,11 @@
"ko": "다언어 런타임과 환경 관리를 한데 모은 개발 도구 버전 관리자."
},
"hook": {
- "en": "Every language version, managed by one tool",
- "zh-Hans": "各种语言版本，一个工具管齐",
- "zh-Hant": "各種語言版本，一個工具管齊",
- "ja": "言語のバージョンを 1 つのツールでまとめて管理",
- "ko": "여러 언어 버전을 도구 하나로 관리"
+ "zh-Hans": "开发工具、环境变量、任务，一个工具管",
+ "zh-Hant": "開發工具、環境變數、任務，一個工具管",
+ "en": "Dev tools, env variables and tasks, in one tool",
+ "ja": "開発ツール・環境変数・タスクを 1 つで管理",
+ "ko": "개발 도구·환경 변수·작업을 도구 하나로"
},
"hook_prev": {
"en": "One tool for all your dev tool versions",
@@ -817,11 +817,11 @@
"ko": "컨테이너 이미지·파일시스템용 취약점 스캐너."
},
"hook": {
- "en": "Check an image for vulnerabilities before it goes live",
- "zh-Hans": "镜像上线前，先查查有没有漏洞",
- "zh-Hant": "映像檔上線前，先查查有沒有漏洞",
- "ja": "イメージを公開する前に、脆弱性を確認",
- "ko": "이미지를 올리기 전에 취약점부터 확인"
+ "zh-Hans": "容器镜像有没有漏洞，扫一下就知道",
+ "zh-Hant": "容器映像檔有沒有漏洞，掃一下就知道",
+ "en": "Does your container image have vulnerabilities? Scan it",
+ "ja": "コンテナイメージに脆弱性がないか、スキャンで確認",
+ "ko": "컨테이너 이미지에 취약점이 있는지 스캔으로 확인"
},
"hook_prev": {
"en": "Scan container images for vulnerabilities",
@@ -947,11 +947,11 @@
"ko": "Go 소스의 흔한 불안전 패턴을 검사하는 도구."
},
"hook": {
- "en": "Spot risky patterns in your Go code early",
- "zh-Hans": "Go 代码里的危险写法，提前查出",
- "zh-Hant": "Go 程式碼裡的危險寫法，提前查出",
- "ja": "Go コードの危ない書き方を早めに見つける",
- "ko": "Go 코드의 위험한 작성 패턴을 미리 찾는다"
+ "zh-Hans": "Go 代码的安全隐患，扫一遍就知道",
+ "zh-Hant": "Go 程式碼的資安隱患，掃一遍就知道",
+ "en": "Scan your Go code for security problems",
+ "ja": "Go コードのセキュリティ問題を、スキャンで見つける",
+ "ko": "Go 코드의 보안 문제를 스캔으로 찾는다"
},
"hook_prev": {
"en": "Find insecure patterns in your Go code",
@@ -973,11 +973,11 @@
"ko": "OWASP 치트시트 모음. 간결한 보안 모범 사례."
},
"hook": {
- "en": "How to do security right? These pages are enough",
- "zh-Hans": "安全该怎么做，查这几页就够",
- "zh-Hant": "安全該怎麼做，查這幾頁就夠",
- "ja": "セキュリティのやり方は、このシリーズで十分",
- "ko": "보안은 어떻게 하나? 이 문서면 충분하다"
+ "zh-Hans": "应用安全怎么做，看这套速查表",
+ "zh-Hant": "應用程式資安怎麼做，看這套速查表",
+ "en": "Concise cheat sheets on application security",
+ "ja": "アプリのセキュリティは、この簡潔な手引きで",
+ "ko": "앱 보안은 이 간결한 가이드로"
},
"hook_prev": {
"en": "Short, practical security best practices",
@@ -1025,11 +1025,11 @@
"ko": "웹·네이티브 UI를 만들기 위한 라이브러리."
},
"hook": {
- "en": "Web and app screens, built the same way",
- "zh-Hans": "网页和 App 界面，用同一套写",
- "zh-Hant": "網頁和 App 介面，用同一套寫",
- "ja": "Web もアプリの画面も、同じ書き方で",
- "ko": "웹과 앱 화면을 같은 방식으로"
+ "zh-Hans": "网页和 App 界面，都能用它来搭",
+ "zh-Hant": "網頁和 App 介面，都能用它來搭",
+ "en": "Build web and native app interfaces with one library",
+ "ja": "Web もネイティブアプリの画面も、これで作る",
+ "ko": "웹과 네이티브 앱 화면을 이걸로 만든다"
},
"hook_prev": {
"en": "Build web and native UIs",
@@ -1077,11 +1077,11 @@
"ko": "프레임워크를 컴파일로 없애는 웹 앱 방식."
},
"hook": {
- "en": "You write a framework, visitors get a light page",
- "zh-Hans": "写的是框架，跑的是轻巧网页",
- "zh-Hant": "寫的是框架，跑的是輕巧網頁",
- "ja": "書くのはフレームワーク、動くのは軽いページ",
- "ko": "쓰는 건 프레임워크, 돌아가는 건 가벼운 페이지"
+ "zh-Hans": "你写组件，编译器变出高效的网页代码",
+ "zh-Hant": "你寫元件，編譯器變出高效的網頁程式碼",
+ "en": "A compiler turns your components into efficient web code",
+ "ja": "書いた部品を、コンパイラが効率的な Web コードに",
+ "ko": "작성한 컴포넌트를 컴파일러가 효율적인 웹 코드로"
},
"hook_prev": {
"en": "Web apps with the framework compiled away",
@@ -1103,11 +1103,11 @@
"ko": "콘텐츠 사이트용 웹 프레임워크. 기본적으로 JS를 적게 보냄."
},
"hook": {
- "en": "Content sites with less script open lighter",
- "zh-Hans": "内容网站少带脚本，打开更轻快",
- "zh-Hant": "內容網站少帶指令碼，開啟更輕快",
- "ja": "スクリプトを減らして、軽く開くコンテンツサイト",
- "ko": "스크립트를 줄여 더 가볍게 열리는 콘텐츠 사이트"
+ "zh-Hans": "做内容型网站，页面输出更轻量",
+ "zh-Hant": "做內容型網站，頁面輸出更輕量",
+ "en": "For content-driven websites, with lightweight output",
+ "ja": "コンテンツ中心のサイトを、軽量な出力で作る",
+ "ko": "가벼운 결과물로 만드는 콘텐츠 중심 사이트"
},
"hook_prev": {
"en": "Content sites that ship less JavaScript",
@@ -1155,11 +1155,11 @@
"ko": "앱에 복사해 쓰는 아름다운 컴포넌트 모음."
},
"hook": {
- "en": "Good-looking components: copy them in and use them",
- "zh-Hans": "好看的组件，复制进来就能用",
- "zh-Hant": "好看的元件，複製進來就能用",
- "ja": "見栄えの良い部品。コピーしてすぐ使える",
- "ko": "예쁜 컴포넌트, 복사해서 바로 쓴다"
+ "zh-Hans": "好看的组件，代码归你，随便改",
+ "zh-Hant": "好看的元件，程式碼歸你，隨便改",
+ "en": "Good-looking components, and the code is yours to change",
+ "ja": "見栄えの良い部品。コードは自分のもの、自由に改造",
+ "ko": "예쁜 컴포넌트, 코드는 내 것이니 마음대로 고친다"
},
"hook_prev": {
"en": "Beautiful components you copy into your app",
@@ -1259,11 +1259,11 @@
"ko": "클라우드 자원을 코드로 구축·변경하는 IaC 도구."
},
"hook": {
- "en": "Write cloud resources as code, every change on record",
- "zh-Hans": "云资源写成代码，改动有据可查",
- "zh-Hant": "雲資源寫成程式碼，改動有據可查",
- "ja": "クラウド資源をコードにして、変更を追えるように",
- "ko": "클라우드 자원을 코드로, 변경 내역이 남는다"
+ "zh-Hans": "云资源写成代码，可审阅、可版本管理",
+ "zh-Hant": "雲資源寫成程式碼，可審閱、可版本管理",
+ "en": "Write cloud resources as code you can review and version",
+ "ja": "クラウド資源をコードにして、レビューもバージョン管理も",
+ "ko": "클라우드 자원을 코드로, 검토도 버전 관리도"
},
"hook_prev": {
"en": "Manage cloud infrastructure as code",
@@ -1441,11 +1441,11 @@
"ko": "제품 팀을 위한 오픈소스 디자인·프로토타입 플랫폼."
},
"hook": {
- "en": "Design and prototype as a team, with open source",
- "zh-Hans": "团队做设计和原型，用开源的",
- "zh-Hant": "團隊做設計和原型，用開源的",
- "ja": "チームのデザインとプロトタイプはオープンソースで",
- "ko": "팀의 디자인·프로토타입, 오픈 소스로"
+ "zh-Hans": "团队一起做设计，用开源平台",
+ "zh-Hant": "團隊一起做設計，用開源平台",
+ "en": "Design together as a team, on an open-source platform",
+ "ja": "チームで一緒にデザイン、オープンソースの基盤で",
+ "ko": "팀이 함께 디자인, 오픈 소스 플랫폼에서"
},
"hook_prev": {
"en": "Open-source design and prototyping for teams",
@@ -1467,11 +1467,11 @@
"ko": "다이어그램·화이트보드 앱. diagrams.net의 코어."
},
"hook": {
- "en": "Flowcharts and diagrams, drag and done",
- "zh-Hans": "流程图和示意图，拖拖就画好",
- "zh-Hant": "流程圖和示意圖，拖拖就畫好",
- "ja": "フローチャートや図は、ドラッグで完成",
- "ko": "순서도와 다이어그램, 끌어서 완성"
+ "zh-Hans": "画图和白板，一个编辑器搞定",
+ "zh-Hant": "畫圖和白板，一個編輯器搞定",
+ "en": "Diagrams and a whiteboard in one editor",
+ "ja": "作図もホワイトボードも、1 つのエディタで",
+ "ko": "다이어그램도 화이트보드도 에디터 하나로"
},
"hook_prev": {
"en": "A diagram and whiteboard app",
@@ -1545,11 +1545,11 @@
"ko": "Tailwind CSS용 인기 컴포넌트 라이브러리."
},
"hook": {
- "en": "Using Tailwind? Ready-made components to pick from",
- "zh-Hans": "用 Tailwind，也有现成组件可挑",
- "zh-Hant": "用 Tailwind，也有現成元件可挑",
- "ja": "Tailwind でも、選べる部品が最初から揃う",
- "ko": "Tailwind에도 골라 쓸 컴포넌트가 준비돼 있다"
+ "zh-Hans": "Tailwind 也有现成组件可挑",
+ "zh-Hant": "Tailwind 也有現成元件可挑",
+ "en": "Pick ready-made components for Tailwind CSS",
+ "ja": "Tailwind 用の部品が最初から揃っている",
+ "ko": "Tailwind용 컴포넌트가 이미 준비돼 있다"
},
"hook_prev": {
"en": "The most popular Tailwind CSS component library",
@@ -1597,11 +1597,11 @@
"ko": "UI·도식·프레젠테이션용 유연한 아이콘 패밀리."
},
"hook": {
- "en": "One icon family for screens, diagrams and slides",
- "zh-Hans": "界面图示演示，图标一套够用",
- "zh-Hant": "介面圖示演示，圖示一套夠用",
- "ja": "画面・図・スライドに、アイコン一式で足りる",
- "ko": "화면·도식·발표 자료까지 아이콘 한 세트"
+ "zh-Hans": "一整套灵活的图标，人人可用",
+ "zh-Hant": "一整套靈活的圖示，人人可用",
+ "en": "A flexible icon family for everyone",
+ "ja": "誰でも使える、柔軟なアイコンファミリー",
+ "ko": "누구나 쓸 수 있는 유연한 아이콘 패밀리"
},
"hook_prev": {
"en": "A flexible icon family for any interface",
@@ -1701,11 +1701,11 @@
"ko": "웨어하우스 데이터를 소프트웨어 공학 방식으로 변환."
},
"hook": {
- "en": "Warehouse SQL with version control and tests",
- "zh-Hans": "数仓 SQL 也能版本管理和测试",
- "zh-Hant": "數倉 SQL 也能版本管理和測試",
- "ja": "データウェアハウスの SQL もバージョン管理とテストを",
- "ko": "데이터 웨어하우스 SQL도 버전 관리와 테스트를"
+ "zh-Hans": "数据转换，照软件工程的做法来",
+ "zh-Hant": "資料轉換，照軟體工程的做法來",
+ "en": "Transform data the way software engineers build apps",
+ "ja": "データ変換を、ソフトウェア開発のやり方で",
+ "ko": "데이터 변환을 소프트웨어 개발 방식으로"
},
"hook_prev": {
"en": "Transform warehouse data like a software engineer",
@@ -1779,11 +1779,11 @@
"ko": "분산 이벤트 스트리밍 플랫폼."
},
"hook": {
- "en": "Pass messages between systems, caught reliably",
- "zh-Hans": "系统之间传消息，稳稳接住",
- "zh-Hant": "系統之間傳訊息，穩穩接住",
- "ja": "システム間のメッセージを、確実に受け止める",
- "ko": "시스템 사이의 메시지를 믿음직하게 받아낸다"
+ "zh-Hans": "系统之间的事件流，交给它来传",
+ "zh-Hant": "系統之間的事件流，交給它來傳",
+ "en": "Stream events between systems on one distributed platform",
+ "ja": "システム間のイベントの流れを、分散基盤で運ぶ",
+ "ko": "시스템 간 이벤트 흐름을 분산 플랫폼으로 전달"
},
"hook_prev": {
"en": "Distributed event streaming platform",
@@ -1805,11 +1805,11 @@
"ko": "문서를 만들고 공유하는 Jupyter 인터랙티브 노트북."
},
"hook": {
- "en": "Code, results and notes together on one page",
- "zh-Hans": "代码结果和说明，放在一页里",
- "zh-Hant": "程式碼結果和說明，放在一頁裡",
- "ja": "コードと結果と説明を、1 ページにまとめる",
- "ko": "코드·결과·설명을 한 페이지에"
+ "zh-Hans": "在网页里写代码，边写边看结果",
+ "zh-Hant": "在網頁裡寫程式碼，邊寫邊看結果",
+ "en": "Write code in the browser and see results as you go",
+ "ja": "ブラウザでコードを書き、結果をその場で確認",
+ "ko": "브라우저에서 코드를 쓰고 결과를 바로 확인"
},
"hook_prev": {
"en": "Interactive notebooks for creating and sharing documents",
diff --git a/data/translation_library.json b/data/translation_library.json
index 30513fc..59e4e39 100644
--- a/data/translation_library.json
+++ b/data/translation_library.json
@@ -810,11 +810,11 @@
"ko": "오픈 소스 커뮤니티가 누려야 할 데이터 변환 도구.",
"seen": "2026-10-30",
"hook": {
- "en": "The open-source community's own data transformation tool",
- "zh-Hans": "做数据转换，用开源社区自己的工具",
- "zh-Hant": "做資料轉換，用開源社群自己的工具",
- "ja": "データ変換は、オープンソースコミュニティのツールで",
- "ko": "데이터 변환, 오픈 소스 커뮤니티의 도구로"
+ "zh-Hans": "开源社区理应拥有的数据转换工具",
+ "zh-Hant": "開源社群理應擁有的資料轉換工具",
+ "en": "The data transformation tool open source deserves",
+ "ja": "オープンソースにふさわしいデータ変換ツール",
+ "ko": "오픈 소스가 누려야 할 데이터 변환 도구"
},
"hook_prev": {
"en": "The data transformation tool open source deserves",
@@ -1127,11 +1127,11 @@
"ko": "검열 없는 AI API와 모델 — 키 하나로 Claude, GPT, Gemini, Grok, DeepSeek, GLM, Qwen을 쓸 수 있고, 제공되는 경우 무검열·abliterated 변형도 선택할 수 있다. OpenAI-…",
"seen": "2026-10-30",
"hook": {
- "en": "One API key for many AI models",
- "zh-Hans": "一个密钥，调用多家 AI 模型",
- "zh-Hant": "一個金鑰，呼叫多家 AI 模型",
- "ja": "1 つのキーで複数の AI モデルを使う",
- "ko": "키 하나로 여러 AI 모델 사용"
+ "zh-Hans": "不设审查的 AI 接口，一个密钥多家模型",
+ "zh-Hant": "不設審查的 AI 介面，一個金鑰多家模型",
+ "en": "Uncensored AI API: one key, many models",
+ "ja": "検閲なしの AI API、1 つのキーで複数モデル",
+ "ko": "검열 없는 AI API, 키 하나로 여러 모델"
},
"hook_prev": {
"en": "One key for many AI models, uncensored variants too",
diff --git a/docs/DETAILS.ja.md b/docs/DETAILS.ja.md
index a17fa9d..4f9578c 100644
--- a/docs/DETAILS.ja.md
+++ b/docs/DETAILS.ja.md
@@ -13,20 +13,20 @@
| プロジェクト | 表の 1 行 | 完全な説明 |
|---|---|---|
| [morluto/rea](https://github.com/morluto/rea) | AI でどんなソフトもクローンできる | リバースエンジニアが何日もアセンブリを睨む代わりに、AI がプログラムの動作をそのまま教えてくれる。Ghidra と連携し、読めなかったバイナリを一言で説明する。 |
-| [anomalyco/opencode](https://github.com/anomalyco/opencode) | ブラウザなしで、ターミナルの AI がコードを書く | ブラウザを開かず、ターミナルのまま AI でコーディング。多数のモデルに対応し、Claude Code や Codex に対抗する無料のオープンソース。 |
+| [anomalyco/opencode](https://github.com/anomalyco/opencode) | ターミナルで、オープンソースの AI がコードを書く | ブラウザを開かず、ターミナルのまま AI でコーディング。多数のモデルに対応し、Claude Code や Codex に対抗する無料のオープンソース。 |
| [stablyai/orca](https://github.com/stablyai/orca) | 複数の AI に書かせて、どれが良いか一目で | 一つのデスクトップで複数の AI コーディングエージェントを同時に走らせ、誰の出来が良いか比べられる。各エージェントは独立したワークスペースで互いに干渉しない。 |
-| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI が書いたコードを、別の AI が突っ込む | AI に自分のコードの脆弱性を調べさせ、さらに別の AI に反論させる。コーディングエージェントが書きがちな安全でないコード対策。 |
+| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI が脆弱性を探し、別の AI が一件ずつ検証 | AI に自分のコードの脆弱性を調べさせ、さらに別の AI に反論させる。コーディングエージェントが書きがちな安全でないコード対策。 |
| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | 編集できなくても、Web ページ感覚で動画に | Web ページを書く感覚で動画を書けば、AI がそのままレンダリングする。コーディングエージェントからも使え、編集ソフトを覚える必要はない。 |
| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | AI の無駄なコードを減らし、必要な所は正しく | AI がコードに余計なものを盛りすぎる問題の特効薬。怠け者のベテランのように、書かずに済むなら書かず、書くなら正しく書くことを教える。 |
| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | 大きすぎて読めない時は、まずこの地図から | コードベース全体を一枚の地図にして、どのファイルが互いに呼び合うか AI が一目で把握できる。大規模プロジェクトを頭から読む必要がなくなる。 |
-| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 仕事を終わらせる AI。データは自分の PC に残る | チャットボットではなく、本当に仕事をこなす AI。システムをまたいで動き、ローカルにデプロイでき、データは PC の外に出ない。 |
+| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 仕事を片付ける AI アシスタント、動くのは自分の端末 | チャットボットではなく、本当に仕事をこなす AI。システムをまたいで動き、ローカルにデプロイでき、データは PC の外に出ない。 |
| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | 欲しいエージェントは、プラグインで自分で組む | DeepSeek 公式のオープンソース・エージェントハーネス（`dsh`）。「すべてがプラグイン」という設計で、必要な機能を組み合わせて使う。開発者プレビュー版のため、互換性が壊れる変更が入る可能性がある。 |
| [affaan-m/ECC](https://github.com/affaan-m/ECC) | コーディング AI に記憶・スキル・安全チェックを | コーディングエージェント向けの総合強化パック。スキル、使いながら学ぶ習慣、記憶、セキュリティチェック、調査してから実装する開発フローを備え、Claude Code・Codex・OpenCode・Cursor などで使える。 |
| [yetone/magpie](https://github.com/yetone/magpie) | コーディング AI のモデルを替え、枠切れでも続行 | メニューバーのアプリとローカルゲートウェイで、どのコーディングエージェントでも好きなモデルを使える（Claude Code を Kimi で、Codex を DeepSeek で）。クォータが尽きたら次のアカウントに自動で切り替わる。 |
| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | Twitter・YouTube・小紅書を AI が代わりに検索 | AI エージェントにインターネット全体を見せるツール。コマンド一つで Twitter・Reddit・YouTube・GitHub・Bilibili・小紅書を読み、検索できる。API 利用料はかからない。 |
| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | AI が同じ見た目のページばかり作るのを止める | コーディングエージェントにセンスを与えるスキル集。アートディレクション、実在の参考画像、ブラウザでの自己チェックにより、ありがちな平均的 AI ランディングページを作らせない。 |
| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | AI が作る画面を、プロのデザインらしく | コーディングエージェントにデザインの知見を与えるスキル。複数のプラットフォームやフレームワークで、プロらしい UI/UX を作らせる。 |
-| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 入口 1 つで何百ものモデル、枠は自動で切替 | 無料の MIT ライセンス AI ゲートウェイ。一つのエンドポイントで数百のプロバイダーとモデルにつながり、クォータ切れ時は自動で切り替える。Claude Code・Codex・Cursor・OpenCode・Cline・Copilot に対応。 |
+| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 入口 1 つで千を超えるモデル、枠は自動で切替 | 無料の MIT ライセンス AI ゲートウェイ。一つのエンドポイントで数百のプロバイダーとモデルにつながり、クォータ切れ時は自動で切り替える。Claude Code・Codex・Cursor・OpenCode・Cline・Copilot に対応。 |
| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | AI が働く様子とコストを 1 画面で | AI エージェントのチームを会社のように運営するオープンソースアプリ。目標を割り当て、予算を決め、作業とコストを一つのダッシュボードで追える。OpenClaw が社員なら、Paperclip は会社そのもの。 |
| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | 設定ファイルを触らず、ワンクリックで切替 | Claude Code・Codex・Gemini CLI・OpenCode・OpenClaw などをまとめて管理するデスクトップアプリ。API プロバイダーをワンクリックで切り替え、MCP・スキル・プロンプトも設定ファイルを手で編集せず一か所で管理できる。 |
| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 使うほど仕事が上手くなる AI アシスタント | Nous Research 製の自己改善型 AI エージェント。学習ループを内蔵し、経験からスキルを作り、使いながら改善する。Telegram・Discord・Slack などからも話しかけられる。 |
@@ -43,8 +43,8 @@
| [oven-sh/bun](https://github.com/oven-sh/bun) | 実行・バンドル・テスト・導入を 1 つで | ランタイム・バンドラ・テスト・パッケージマネージャを一体にした JavaScript ツールキット。 |
| [biomejs/biome](https://github.com/biomejs/biome) | Web コードの整形とチェックを 1 つで | Web 向けの高速フォーマッタ／リンタ。JS/TS/JSON/CSS に対応。 |
| [zed-industries/zed](https://github.com/zed-industries/zed) | すぐ開けて、みんなで一緒にコードを書ける | Atom / Tree-sitter 作者による高性能マルチプレイヤーコードエディタ。 |
-| [helix-editor/helix](https://github.com/helix-editor/helix) | プラグイン不要、補完とハイライトは最初から | LSP・tree-sitter・複数選択を内蔵したモーダルテキストエディタ。 |
-| [jdx/mise](https://github.com/jdx/mise) | 言語のバージョンを 1 つのツールでまとめて管理 | 多言語ランタイムと環境管理を一つにまとめた開発ツール版マネージャ。 |
+| [helix-editor/helix](https://github.com/helix-editor/helix) | 構文ハイライトも言語サーバーも内蔵のテキストエディタ | LSP・tree-sitter・複数選択を内蔵したモーダルテキストエディタ。 |
+| [jdx/mise](https://github.com/jdx/mise) | 開発ツール・環境変数・タスクを 1 つで管理 | 多言語ランタイムと環境管理を一つにまとめた開発ツール版マネージャ。 |
| [cli/cli](https://github.com/cli/cli) | ブラウザを開かず、コマンドラインで GitHub を操作 | Issue・PR・Actions などを扱う GitHub 公式 CLI。 |
| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | フォルダ全体の文字検索が grep より速い | 正規表現でディレクトリを再帰検索。grep より速い。 |
@@ -53,25 +53,25 @@
| プロジェクト | 表の 1 行 | 完全な説明 |
|---|---|---|
| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | コンテナもコードも、安全チェックは 1 回で | コンテナ・ファイルシステム・Git などを対象にした総合セキュリティスキャナ。 |
-| [anchore/grype](https://github.com/anchore/grype) | イメージを公開する前に、脆弱性を確認 | コンテナイメージとファイルシステム向け脆弱性スキャナ。 |
+| [anchore/grype](https://github.com/anchore/grype) | コンテナイメージに脆弱性がないか、スキャンで確認 | コンテナイメージとファイルシステム向け脆弱性スキャナ。 |
| [semgrep/semgrep](https://github.com/semgrep/semgrep) | コードの問題は、コミット前に見つけ出す | 多言語対応の軽量静的解析。バグ検出とガードを強制。 |
| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | テンプレート 1 つで、脆弱性を一括スキャン | シンプルな YAML テンプレで動く高速脆弱性スキャナ。 |
| [falcosecurity/falco](https://github.com/falcosecurity/falco) | クラウドの異常に、すぐ気づける | 異常な挙動を検知するクラウドネイティブ・ランタイムセキュリティ。 |
| [google/osv-scanner](https://github.com/google/osv-scanner) | 使っている依存は安全か、スキャンすればわかる | OSV データベースと照合して依存関係の既知脆弱性を検査。 |
-| [securego/gosec](https://github.com/securego/gosec) | Go コードの危ない書き方を早めに見つける | Go ソースのよくある不安全パターンを検査するツール。 |
-| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | セキュリティのやり方は、このシリーズで十分 | OWASP チートシート集。簡潔なセキュリティベストプラクティス。 |
+| [securego/gosec](https://github.com/securego/gosec) | Go コードのセキュリティ問題を、スキャンで見つける | Go ソースのよくある不安全パターンを検査するツール。 |
+| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | アプリのセキュリティは、この簡潔な手引きで | OWASP チートシート集。簡潔なセキュリティベストプラクティス。 |
### Web / フロントエンド
| プロジェクト | 表の 1 行 | 完全な説明 |
|---|---|---|
| [vercel/next.js](https://github.com/vercel/next.js) | React でサイトを丸ごと、フロントから裏側まで | Web 向け React フレームワーク。SSR・ルーティング・フルスタック。 |
-| [facebook/react](https://github.com/facebook/react) | Web もアプリの画面も、同じ書き方で | Web / ネイティブ UI を作るためのライブラリ。 |
+| [facebook/react](https://github.com/facebook/react) | Web もネイティブアプリの画面も、これで作る | Web / ネイティブ UI を作るためのライブラリ。 |
| [vuejs/core](https://github.com/vuejs/core) | 小さなページから始め、使う分だけ学べる | プログレッシブ JS フレームワークのコアランタイムとコンパイラ。 |
-| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 書くのはフレームワーク、動くのは軽いページ | フレームワークをコンパイルで消す Web アプリの作り方。 |
-| [withastro/astro](https://github.com/withastro/astro) | スクリプトを減らして、軽く開くコンテンツサイト | コンテンツ重視サイト向け。デフォルトで JS を少なく届ける。 |
+| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 書いた部品を、コンパイラが効率的な Web コードに | フレームワークをコンパイルで消す Web アプリの作り方。 |
+| [withastro/astro](https://github.com/withastro/astro) | コンテンツ中心のサイトを、軽量な出力で作る | コンテンツ重視サイト向け。デフォルトで JS を少なく届ける。 |
| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | CSS を大量に書かなくても、独自デザインに | ユーティリティファーストの CSS。素早く独自デザインを組む。 |
-| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 見栄えの良い部品。コピーしてすぐ使える | アプリにコピーして使う、美しいコンポーネント集。 |
+| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 見栄えの良い部品。コードは自分のもの、自由に改造 | アプリにコピーして使う、美しいコンポーネント集。 |
| [tanstack/query](https://github.com/tanstack/query) | データ取得とキャッシュは、これに任せる | TS/JS・React・Vue・Solid 向けの強力な非同期状態管理。 |
### インフラ
@@ -80,7 +80,7 @@
|---|---|---|
| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | コンテナが増えても、配備と拡張は任せる | プロダクション級のコンテナオーケストレーション。 |
| [docker/compose](https://github.com/docker/compose) | 複数のコンテナを 1 つのファイルでまとめて動かす | Docker で複数コンテナアプリを定義・実行。 |
-| [hashicorp/terraform](https://github.com/hashicorp/terraform) | クラウド資源をコードにして、変更を追えるように | クラウド資源をコードで構築・変更する IaC ツール。 |
+| [hashicorp/terraform](https://github.com/hashicorp/terraform) | クラウド資源をコードにして、レビューもバージョン管理も | クラウド資源をコードで構築・変更する IaC ツール。 |
| [pulumi/pulumi](https://github.com/pulumi/pulumi) | 使い慣れた言語で、クラウド資源を管理 | 汎用言語で書くインフラ as コード。 |
| [caddyserver/caddy](https://github.com/caddyserver/caddy) | Web サーバー構築、HTTPS は自動で設定 | 自動 HTTPS 付きの高速マルチプラットフォーム Web サーバ。 |
| [traefik/traefik](https://github.com/traefik/traefik) | サービスが増えても、通信は自動で振り分け | クラウドネイティブなリバースプロキシ／ロードバランサ。 |
@@ -92,13 +92,13 @@
| プロジェクト | 表の 1 行 | 完全な説明 |
|---|---|---|
| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | 開いてすぐ描ける、紙に落書きする感覚で | 手描き風ダイアグラム用の仮想ホワイトボード。 |
-| [penpot/penpot](https://github.com/penpot/penpot) | チームのデザインとプロトタイプはオープンソースで | プロダクトチーム向けオープンソースのデザイン／プロトタイプ基盤。 |
-| [jgraph/drawio](https://github.com/jgraph/drawio) | フローチャートや図は、ドラッグで完成 | ダイアグラム／ホワイトボード。diagrams.net のコア。 |
+| [penpot/penpot](https://github.com/penpot/penpot) | チームで一緒にデザイン、オープンソースの基盤で | プロダクトチーム向けオープンソースのデザイン／プロトタイプ基盤。 |
+| [jgraph/drawio](https://github.com/jgraph/drawio) | 作図もホワイトボードも、1 つのエディタで | ダイアグラム／ホワイトボード。diagrams.net のコア。 |
| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | After Effects のアニメを、そのまま iOS に | Lottie 経由で After Effects アニメを iOS に描画するライブラリ。 |
| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | After Effects のアニメを、そのまま Web に | Lottie で Web に After Effects アニメをネイティブ描画。 |
-| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | Tailwind でも、選べる部品が最初から揃う | Tailwind CSS 向けで人気のコンポーネントライブラリ。 |
+| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | Tailwind 用の部品が最初から揃っている | Tailwind CSS 向けで人気のコンポーネントライブラリ。 |
| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | スタイルが揃ったアイコン一式、すぐ使える | コミュニティ製の美しく一貫したアイコンキット。 |
-| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 画面・図・スライドに、アイコン一式で足りる | UI・図・プレゼン向けの柔軟なアイコンファミリー。 |
+| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 誰でも使える、柔軟なアイコンファミリー | UI・図・プレゼン向けの柔軟なアイコンファミリー。 |
### データ
@@ -107,11 +107,11 @@
| [duckdb/duckdb](https://github.com/duckdb/duckdb) | データベースサーバーなしで、SQL 分析ができる | プロセス内で動く SQL OLAP データベース。 |
| [pola-rs/polars](https://github.com/pola-rs/polars) | 表データの処理が速く、待たされない | Rust / Python 向けの超高速 DataFrame ライブラリ。 |
| [apache/arrow](https://github.com/apache/arrow) | 言語が違っても、データはそのまま通じる | インメモリ分析向けの言語横断プラットフォーム。 |
-| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | データウェアハウスの SQL もバージョン管理とテストを | ウェアハウスのデータをソフト工学のやり方で変換。 |
+| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | データ変換を、ソフトウェア開発のやり方で | ウェアハウスのデータをソフト工学のやり方で変換。 |
| [apache/superset](https://github.com/apache/superset) | データは、グラフにすれば見えてくる | モダンなデータ探索・可視化プラットフォーム。 |
| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | 大量データのリアルタイム分析をオープンソースで | リアルタイム分析向けオープンソース列指向 DB。 |
-| [apache/kafka](https://github.com/apache/kafka) | システム間のメッセージを、確実に受け止める | 分散イベントストリーミング基盤。 |
-| [jupyter/notebook](https://github.com/jupyter/notebook) | コードと結果と説明を、1 ページにまとめる | 文書を作り共有する Jupyter インタラクティブノートブック。 |
+| [apache/kafka](https://github.com/apache/kafka) | システム間のイベントの流れを、分散基盤で運ぶ | 分散イベントストリーミング基盤。 |
+| [jupyter/notebook](https://github.com/jupyter/notebook) | ブラウザでコードを書き、結果をその場で確認 | 文書を作り共有する Jupyter インタラクティブノートブック。 |
## 現在ランクインしている新規リポジトリ
@@ -133,7 +133,7 @@
| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | 外から見える弱点を、AI が見つけて証拠つきで確認 | AI ファーストの外部攻撃対象領域アセスメント。継続的な探索、証拠に基づく脆弱性の検証、開発者エージェント向け MCP 連携を備える。 |
| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | AI のワークフローを描いて、自分の環境で動かす | ビジュアルワークフローと自律型エージェントのためのエージェント型 AI プラットフォーム。Docker で自分のパソコンやサーバーに立ち上げられる。 |
| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | 動画まるごと、1 枚の絵コンテに | DeepSeek Harness 向けのシーン認識ストーリーボード：番号付きの 9〜16 コマを、タイムスタンプ、文字起こし、音声エンベロープとともに 1 枚の画像（384 トークン）にまとめる。2 つのツール… |
-| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 1 つのキーで複数の AI モデルを使う | 検閲なしの AI API とモデル——1 つのキーで Claude、GPT、Gemini、Grok、DeepSeek、GLM、Qwen を利用でき、提供されている場合は無検閲版・abliterated 版も選べる。OpenAI-… |
+| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 検閲なしの AI API、1 つのキーで複数モデル | 検閲なしの AI API とモデル——1 つのキーで Claude、GPT、Gemini、Grok、DeepSeek、GLM、Qwen を利用でき、提供されている場合は無検閲版・abliterated 版も選べる。OpenAI-… |
| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | スマホで AstrBot と NapCat、Root は不要 | Android スマホ上で AstrBot と NapCat をローカルにデプロイして管理できる。PRoot Ubuntu の実行環境を内蔵し、ネイティブ管理画面、WebUI、ログ、バックアップと復元、独立したアップデートに対応。root 不要。 |
| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | LLM が分からなくても、GPT-2 を手書きして理解 | 予備知識ゼロから学ぶ大規模言語モデル（LLM）の入門チュートリアル：GPT-2 をゼロから手書きし、LLM がどう動くかを 1 行ずつ理解する / PyTorch で GPT-2 をゼロから段階的に構築 |
| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | AI に自分の Binance AI ウォレットで取引させる | どんな AI でも、あなた自身の Binance AI ウォレットで取引できる：即時の売買、Agent 専用ローンチパッド（Four、Flap、GANG）でのスナイプ、AI 専用 Mint、ローカルの取引ページ。署名は Binance が行い、秘密鍵には触れない。無料のオープンソース、MIT · 作者：Jacke_pp · 連絡先：X @Jacke_pp（DM） |
@@ -166,4 +166,4 @@
| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | マクドナルドのセット選びを、最新メニューと栄養で | M餐搭子（Mミールメイト）：マクドナルドの MCP によるリアルタイムのメニューと栄養データをもとに、食事の組み合わせを考える Skill｜オンラインデモ公開中 |
| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | 自前の Kubernetes に、自分の PaaS を | 自分の Kubernetes 上で動かすセルフホスト型 PaaS。 |
| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | 最初から最後までそろった DevOps の API | エンドツーエンドの DevOps TaskFlow API —— FastAPI、PostgreSQL、SQLAlchemy、Alembic、Docker Compose、Pytest、GitHub Actions CI、Kubernetes、prometheus、Grafana、helm、k9s、… |
-| [hugues31/duckpad](https://github.com/hugues31/duckpad) | データ変換は、オープンソースコミュニティのツールで | オープンソースコミュニティにふさわしい、データ変換ツール。 |
+| [hugues31/duckpad](https://github.com/hugues31/duckpad) | オープンソースにふさわしいデータ変換ツール | オープンソースコミュニティにふさわしい、データ変換ツール。 |
diff --git a/docs/DETAILS.ko.md b/docs/DETAILS.ko.md
index 6abc978..4534b60 100644
--- a/docs/DETAILS.ko.md
+++ b/docs/DETAILS.ko.md
@@ -13,20 +13,20 @@
| 프로젝트 | 표의 한 줄 | 전체 설명 |
|---|---|---|
| [morluto/rea](https://github.com/morluto/rea) | AI가 어떤 소프트웨어든 클론해 준다 | 리버서가 며칠씩 어셈블리를 노려보던 일을, AI가 프로그램이 무슨 일을 하는지 바로 알려준다. Ghidra와 연결되어 읽을 수 없던 바이너리를 한 문장으로 설명한다. |
-| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 브라우저 없이 터미널에서 AI가 코드를 쓴다 | 웹 페이지 없이 터미널에서 바로 AI로 코딩한다. 여러 모델을 지원하고 Claude Code·Codex에 맞서는 무료 오픈소스. |
+| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 터미널에서 오픈 소스 AI가 코드를 쓴다 | 웹 페이지 없이 터미널에서 바로 AI로 코딩한다. 여러 모델을 지원하고 Claude Code·Codex에 맞서는 무료 오픈소스. |
| [stablyai/orca](https://github.com/stablyai/orca) | AI 여러 개가 함께 쓰니 뭐가 나은지 한눈에 | 한 데스크톱에서 여러 AI 코딩 에이전트를 동시에 돌려 누가 더 잘 짜는지 비교한다. 에이전트마다 작업 공간이 따로라 서로 방해하지 않는다. |
-| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI가 쓴 코드를 다른 AI가 다시 짚어 준다 | AI가 자기 코드의 취약점을 직접 찾게 하고, 다른 AI를 불러 반박까지 시킨다. 코딩 에이전트가 쓰는 불안전한 코드를 잡아낸다. |
+| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI가 취약점을 찾고, 다른 AI가 하나씩 검증 | AI가 자기 코드의 취약점을 직접 찾게 하고, 다른 AI를 불러 반박까지 시킨다. 코딩 에이전트가 쓰는 불안전한 코드를 잡아낸다. |
| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | 편집 몰라도 웹페이지처럼 쓰면 영상이 된다 | 웹 페이지를 쓰듯 영상을 쓰면 AI가 바로 렌더링한다. 코딩 에이전트도 쓸 수 있어 편집 소프트웨어를 따로 배울 필요가 없다. |
| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | AI의 쓸데없는 코드는 줄이고 필요한 건 정확히 | AI가 코드에 군더더기를 잔뜩 붙이는 버릇을 고친다. 게으른 베테랑처럼 안 써도 되면 쓰지 않고, 쓸 거면 제대로 쓰게 가르친다. |
| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | 너무 커서 못 읽겠다면 이 지도부터 보자 | 코드베이스 전체를 한 장의 지도로 만들어 어떤 파일이 서로 호출하는지 AI가 한눈에 파악한다. 큰 프로젝트를 처음부터 끝까지 읽을 필요가 없다. |
-| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 일을 끝내는 AI, 데이터는 내 컴퓨터에 남는다 | 챗봇이 아니라 실제로 일을 해주는 AI. 시스템을 가로질러 동작하고 로컬에 배포하며 데이터가 내 컴퓨터를 떠나지 않는다. |
+| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 일을 끝내는 AI 비서, 내 기기에서 돌아간다 | 챗봇이 아니라 실제로 일을 해주는 AI. 시스템을 가로질러 동작하고 로컬에 배포하며 데이터가 내 컴퓨터를 떠나지 않는다. |
| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | 원하는 에이전트를 플러그인으로 직접 조립 | DeepSeek이 공개한 오픈소스 에이전트 하네스(`dsh`). '모든 것이 플러그인'이라는 구조로 필요한 기능을 조립해 쓴다. 개발자 프리뷰 단계라 호환성이 깨지는 변경이 생길 수 있다. |
| [affaan-m/ECC](https://github.com/affaan-m/ECC) | 코딩 AI에 기억, 스킬, 보안 점검을 더한다 | 코딩 에이전트를 위한 종합 강화 패키지. 스킬, 사용하며 배우는 습관, 메모리, 보안 점검, 조사부터 하고 구현하는 개발 흐름을 담았고 Claude Code·Codex·OpenCode·Cursor 등에서 쓸 수 있다. |
| [yetone/magpie](https://github.com/yetone/magpie) | 코딩 AI의 모델을 바꾸고, 한도가 차도 이어서 | 메뉴 막대 앱과 로컬 게이트웨이로, 어떤 코딩 에이전트에서든 원하는 모델을 쓸 수 있다(Claude Code에 Kimi, Codex에 DeepSeek). 할당량이 떨어지면 다음 계정으로 자동 전환한다. |
| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | 트위터·유튜브·샤오홍슈, AI가 대신 검색 | AI 에이전트에게 인터넷 전체를 보여주는 도구. 명령 하나로 트위터·Reddit·YouTube·GitHub·Bilibili·샤오홍슈를 읽고 검색하며 API 비용이 들지 않는다. |
| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | AI가 똑같은 페이지만 만들지 않게 | 코딩 에이전트에게 '감각'을 주는 스킬 모음. 아트 디렉션, 실제 참고 이미지, 브라우저 자체 점검으로 흔해 빠진 AI 랜딩 페이지를 만들지 않게 한다. |
| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | AI가 만든 화면을 전문가 디자인처럼 | 코딩 에이전트에 디자인 감각을 더해 주는 스킬. 여러 플랫폼과 프레임워크에서 전문가다운 UI/UX를 만들게 한다. |
-| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 입구 하나로 수백 개 모델, 한도는 자동 전환 | 무료 MIT 라이선스 AI 게이트웨이. 하나의 엔드포인트로 수백 개 제공자와 모델에 연결하고 할당량이 떨어지면 자동 전환한다. Claude Code·Codex·Cursor·OpenCode·Cline·Copilot과 함께 쓸 수 있다. |
+| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 입구 하나로 천 개 넘는 모델, 한도는 자동 전환 | 무료 MIT 라이선스 AI 게이트웨이. 하나의 엔드포인트로 수백 개 제공자와 모델에 연결하고 할당량이 떨어지면 자동 전환한다. Claude Code·Codex·Cursor·OpenCode·Cline·Copilot과 함께 쓸 수 있다. |
| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | AI 여럿의 작업과 비용을 한 화면에서 | AI 에이전트 팀을 회사처럼 운영하는 오픈소스 앱. 목표를 배정하고 예산을 정하고 작업과 비용을 한 대시보드에서 추적한다. OpenClaw가 직원이라면 Paperclip은 회사다. |
| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | 설정 파일 안 고치고 원클릭으로 전환 | Claude Code·Codex·Gemini CLI·OpenCode·OpenClaw 등을 한곳에서 관리하는 데스크톱 앱. API 제공자를 한 번에 바꾸고 MCP·스킬·프롬프트도 설정 파일을 손으로 고치지 않고 관리한다. |
| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 쓸수록 일을 더 잘하는 AI 도우미 | Nous Research가 만든 스스로 개선하는 AI 에이전트. 학습 루프가 내장되어 경험에서 스킬을 만들고 쓰면서 다듬으며, Telegram·Discord·Slack 등에서도 대화할 수 있다. |
@@ -43,8 +43,8 @@
| [oven-sh/bun](https://github.com/oven-sh/bun) | 실행·번들·테스트·설치를 도구 하나로 | 런타임·번들러·테스트·패키지 관리자를 한데 모은 JavaScript 툴킷. |
| [biomejs/biome](https://github.com/biomejs/biome) | 웹 코드 정리와 점검을 도구 하나로 | 웹 프로젝트를 위한 고속 포맷터·린터. JS/TS/JSON/CSS 지원. |
| [zed-industries/zed](https://github.com/zed-industries/zed) | 열자마자 빠르고, 함께 코딩도 된다 | Atom·Tree-sitter 제작진의 고성능 멀티플레이어 코드 에디터. |
-| [helix-editor/helix](https://github.com/helix-editor/helix) | 플러그인 없이 자동완성·하이라이트가 기본 | LSP·tree-sitter·다중 선택을 내장한 모달 텍스트 에디터. |
-| [jdx/mise](https://github.com/jdx/mise) | 여러 언어 버전을 도구 하나로 관리 | 다언어 런타임과 환경 관리를 한데 모은 개발 도구 버전 관리자. |
+| [helix-editor/helix](https://github.com/helix-editor/helix) | 구문 강조와 언어 서버가 내장된 텍스트 편집기 | LSP·tree-sitter·다중 선택을 내장한 모달 텍스트 에디터. |
+| [jdx/mise](https://github.com/jdx/mise) | 개발 도구·환경 변수·작업을 도구 하나로 | 다언어 런타임과 환경 관리를 한데 모은 개발 도구 버전 관리자. |
| [cli/cli](https://github.com/cli/cli) | 브라우저 없이 명령줄에서 GitHub 처리 | 이슈·PR·Actions 등을 다루는 GitHub 공식 CLI. |
| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | 폴더 전체의 글자 검색, grep보다 빠르다 | 정규식으로 디렉터리를 재귀 검색. grep보다 빠름. |
@@ -53,25 +53,25 @@
| 프로젝트 | 표의 한 줄 | 전체 설명 |
|---|---|---|
| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | 컨테이너와 코드 저장소 보안 점검을 한 번에 | 컨테이너·파일시스템·Git 등을 위한 올인원 보안 스캐너. |
-| [anchore/grype](https://github.com/anchore/grype) | 이미지를 올리기 전에 취약점부터 확인 | 컨테이너 이미지·파일시스템용 취약점 스캐너. |
+| [anchore/grype](https://github.com/anchore/grype) | 컨테이너 이미지에 취약점이 있는지 스캔으로 확인 | 컨테이너 이미지·파일시스템용 취약점 스캐너. |
| [semgrep/semgrep](https://github.com/semgrep/semgrep) | 코드의 문제는 커밋 전에 찾아낸다 | 다언어 경량 정적 분석. 버그를 찾고 가드를 강제. |
| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | 템플릿 하나로 취약점을 한꺼번에 스캔 | 간단한 YAML 템플릿으로 동작하는 고속 취약점 스캐너. |
| [falcosecurity/falco](https://github.com/falcosecurity/falco) | 클라우드의 이상 징후를 바로 안다 | 이상 활동을 감지하는 클라우드 네이티브 런타임 보안 도구. |
| [google/osv-scanner](https://github.com/google/osv-scanner) | 쓰는 의존성이 안전한지, 스캔하면 안다 | OSV 데이터베이스와 대조해 의존성의 알려진 취약점을 검사. |
-| [securego/gosec](https://github.com/securego/gosec) | Go 코드의 위험한 작성 패턴을 미리 찾는다 | Go 소스의 흔한 불안전 패턴을 검사하는 도구. |
-| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 보안은 어떻게 하나? 이 문서면 충분하다 | OWASP 치트시트 모음. 간결한 보안 모범 사례. |
+| [securego/gosec](https://github.com/securego/gosec) | Go 코드의 보안 문제를 스캔으로 찾는다 | Go 소스의 흔한 불안전 패턴을 검사하는 도구. |
+| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 앱 보안은 이 간결한 가이드로 | OWASP 치트시트 모음. 간결한 보안 모범 사례. |
### Web / 프론트엔드
| 프로젝트 | 표의 한 줄 | 전체 설명 |
|---|---|---|
| [vercel/next.js](https://github.com/vercel/next.js) | React로 사이트 전체를 앞뒤까지 완성 | 웹용 React 프레임워크. SSR·라우팅·풀스택. |
-| [facebook/react](https://github.com/facebook/react) | 웹과 앱 화면을 같은 방식으로 | 웹·네이티브 UI를 만들기 위한 라이브러리. |
+| [facebook/react](https://github.com/facebook/react) | 웹과 네이티브 앱 화면을 이걸로 만든다 | 웹·네이티브 UI를 만들기 위한 라이브러리. |
| [vuejs/core](https://github.com/vuejs/core) | 작은 페이지부터, 쓰는 만큼만 배운다 | 점진적 JS 프레임워크의 코어 런타임과 컴파일러. |
-| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 쓰는 건 프레임워크, 돌아가는 건 가벼운 페이지 | 프레임워크를 컴파일로 없애는 웹 앱 방식. |
-| [withastro/astro](https://github.com/withastro/astro) | 스크립트를 줄여 더 가볍게 열리는 콘텐츠 사이트 | 콘텐츠 사이트용 웹 프레임워크. 기본적으로 JS를 적게 보냄. |
+| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 작성한 컴포넌트를 컴파일러가 효율적인 웹 코드로 | 프레임워크를 컴파일로 없애는 웹 앱 방식. |
+| [withastro/astro](https://github.com/withastro/astro) | 가벼운 결과물로 만드는 콘텐츠 중심 사이트 | 콘텐츠 사이트용 웹 프레임워크. 기본적으로 JS를 적게 보냄. |
| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | CSS를 잔뜩 안 써도 맞춤 디자인 | 유틸리티 우선 CSS 프레임워크. 맞춤 디자인을 빠르게. |
-| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 예쁜 컴포넌트, 복사해서 바로 쓴다 | 앱에 복사해 쓰는 아름다운 컴포넌트 모음. |
+| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 예쁜 컴포넌트, 코드는 내 것이니 마음대로 고친다 | 앱에 복사해 쓰는 아름다운 컴포넌트 모음. |
| [tanstack/query](https://github.com/tanstack/query) | 데이터 요청과 캐시는 이 도구에 맡긴다 | TS/JS·React·Vue·Solid용 강력한 비동기 상태 관리. |
### 인프라
@@ -80,7 +80,7 @@
|---|---|---|
| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | 컨테이너가 늘어도 배포와 확장은 맡긴다 | 프로덕션급 컨테이너 오케스트레이션. |
| [docker/compose](https://github.com/docker/compose) | 여러 컨테이너를 파일 하나로 함께 실행 | Docker로 다중 컨테이너 앱을 정의·실행. |
-| [hashicorp/terraform](https://github.com/hashicorp/terraform) | 클라우드 자원을 코드로, 변경 내역이 남는다 | 클라우드 자원을 코드로 구축·변경하는 IaC 도구. |
+| [hashicorp/terraform](https://github.com/hashicorp/terraform) | 클라우드 자원을 코드로, 검토도 버전 관리도 | 클라우드 자원을 코드로 구축·변경하는 IaC 도구. |
| [pulumi/pulumi](https://github.com/pulumi/pulumi) | 익숙한 프로그래밍 언어로 클라우드 자원 관리 | 범용 언어로 쓰는 인프라 as 코드. |
| [caddyserver/caddy](https://github.com/caddyserver/caddy) | 웹 서버를 세우면 HTTPS는 자동 설정 | 자동 HTTPS를 갖춘 고속 멀티플랫폼 웹 서버. |
| [traefik/traefik](https://github.com/traefik/traefik) | 서비스가 늘어도 트래픽은 자동 분배 | 클라우드 네이티브 리버스 프록시·로드 밸런서. |
@@ -92,13 +92,13 @@
| 프로젝트 | 표의 한 줄 | 전체 설명 |
|---|---|---|
| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | 열자마자 그린다, 종이에 낙서하듯 | 손그림 풍 다이어그램용 가상 화이트보드. |
-| [penpot/penpot](https://github.com/penpot/penpot) | 팀의 디자인·프로토타입, 오픈 소스로 | 제품 팀을 위한 오픈소스 디자인·프로토타입 플랫폼. |
-| [jgraph/drawio](https://github.com/jgraph/drawio) | 순서도와 다이어그램, 끌어서 완성 | 다이어그램·화이트보드 앱. diagrams.net의 코어. |
+| [penpot/penpot](https://github.com/penpot/penpot) | 팀이 함께 디자인, 오픈 소스 플랫폼에서 | 제품 팀을 위한 오픈소스 디자인·프로토타입 플랫폼. |
+| [jgraph/drawio](https://github.com/jgraph/drawio) | 다이어그램도 화이트보드도 에디터 하나로 | 다이어그램·화이트보드 앱. diagrams.net의 코어. |
| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | After Effects 애니메이션을 그대로 iOS에 | Lottie로 After Effects 애니메이션을 iOS에 그리는 라이브러리. |
| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | After Effects 애니메이션을 그대로 웹에 | Lottie로 웹에 After Effects 애니메이션을 네이티브 렌더. |
-| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | Tailwind에도 골라 쓸 컴포넌트가 준비돼 있다 | Tailwind CSS용 인기 컴포넌트 라이브러리. |
+| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | Tailwind용 컴포넌트가 이미 준비돼 있다 | Tailwind CSS용 인기 컴포넌트 라이브러리. |
| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | 스타일이 통일된 아이콘 세트, 바로 쓴다 | 커뮤니티가 만든 아름답고 일관된 아이콘 키트. |
-| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 화면·도식·발표 자료까지 아이콘 한 세트 | UI·도식·프레젠테이션용 유연한 아이콘 패밀리. |
+| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 누구나 쓸 수 있는 유연한 아이콘 패밀리 | UI·도식·프레젠테이션용 유연한 아이콘 패밀리. |
### 데이터
@@ -107,11 +107,11 @@
| [duckdb/duckdb](https://github.com/duckdb/duckdb) | DB 서버 없이도 SQL 분석을 돌린다 | 프로세스 내 SQL OLAP 데이터베이스. |
| [pola-rs/polars](https://github.com/pola-rs/polars) | 표 데이터 처리가 빨라 기다릴 일 없다 | Rust·Python용 초고속 DataFrame 라이브러리. |
| [apache/arrow](https://github.com/apache/arrow) | 언어가 달라도 데이터가 그대로 통한다 | 인메모리 분석용 언어 간 플랫폼. |
-| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | 데이터 웨어하우스 SQL도 버전 관리와 테스트를 | 웨어하우스 데이터를 소프트웨어 공학 방식으로 변환. |
+| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | 데이터 변환을 소프트웨어 개발 방식으로 | 웨어하우스 데이터를 소프트웨어 공학 방식으로 변환. |
| [apache/superset](https://github.com/apache/superset) | 데이터가 안 읽히면 차트로 만들면 보인다 | 현대적 데이터 탐색·시각화 플랫폼. |
| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | 대용량 데이터 실시간 분석, 오픈 소스로 | 실시간 분석용 오픈소스 컬럼형 DB. |
-| [apache/kafka](https://github.com/apache/kafka) | 시스템 사이의 메시지를 믿음직하게 받아낸다 | 분산 이벤트 스트리밍 플랫폼. |
-| [jupyter/notebook](https://github.com/jupyter/notebook) | 코드·결과·설명을 한 페이지에 | 문서를 만들고 공유하는 Jupyter 인터랙티브 노트북. |
+| [apache/kafka](https://github.com/apache/kafka) | 시스템 간 이벤트 흐름을 분산 플랫폼으로 전달 | 분산 이벤트 스트리밍 플랫폼. |
+| [jupyter/notebook](https://github.com/jupyter/notebook) | 브라우저에서 코드를 쓰고 결과를 바로 확인 | 문서를 만들고 공유하는 Jupyter 인터랙티브 노트북. |
## 현재 순위에 오른 새 저장소
@@ -133,7 +133,7 @@
| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | 밖에서 보이는 약점을 AI가 찾아 근거로 확인 | AI 우선 외부 공격 표면 평가: 지속적인 탐색, 증거 기반 취약점 검증, 개발자 에이전트용 MCP 연동을 제공한다. |
| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | AI 워크플로를 그려서 내 환경에서 실행 | 시각적 워크플로와 자율 에이전트를 위한 에이전틱 AI 플랫폼. Docker로 내 컴퓨터나 서버에서 실행할 수 있다. |
| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | 영상 전체를 스토리보드 한 장으로 | DeepSeek Harness용 장면 인식 스토리보드: 번호가 매겨진 9~16개 칸을 타임스탬프, 대본, 오디오 엔벨로프와 함께 이미지 한 장(384 토큰)에 담는다. 도구 두 개… |
-| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 키 하나로 여러 AI 모델 사용 | 검열 없는 AI API와 모델 — 키 하나로 Claude, GPT, Gemini, Grok, DeepSeek, GLM, Qwen을 쓸 수 있고, 제공되는 경우 무검열·abliterated 변형도 선택할 수 있다. OpenAI-… |
+| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 검열 없는 AI API, 키 하나로 여러 모델 | 검열 없는 AI API와 모델 — 키 하나로 Claude, GPT, Gemini, Grok, DeepSeek, GLM, Qwen을 쓸 수 있고, 제공되는 경우 무검열·abliterated 변형도 선택할 수 있다. OpenAI-… |
| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | 폰에서 AstrBot·NapCat, 루팅 없이 | Android 폰에서 AstrBot과 NapCat을 로컬로 배포하고 관리한다. PRoot Ubuntu 실행 환경을 내장했고, 네이티브 관리 화면, WebUI, 로그, 백업·복원, 독립 업데이트를 지원한다. root 불필요. |
| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | LLM이 낯설다면 GPT-2를 직접 만들며 이해 | 사전 지식 없이 시작하는 대규모 언어 모델(LLM) 입문 튜토리얼: GPT-2를 처음부터 직접 짜면서 LLM이 어떻게 동작하는지 한 줄씩 이해한다 / PyTorch로 GPT-2를 처음부터 단계별로 구축 |
| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | AI가 내 바이낸스 AI 지갑으로 거래하게 한다 | 어떤 AI든 내 Binance AI 지갑으로 거래할 수 있다: 즉시 매수·매도, Agent 전용 런치패드(Four, Flap, GANG) 스나이핑, AI 전용 Mint, 로컬 거래 페이지. 서명은 Binance가 처리하며 개인 키는 건드리지 않는다. 무료 오픈 소스 MIT · 제작자: Jacke_pp · 연락: X @Jacke_pp(DM) |
@@ -166,4 +166,4 @@
| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | 맥도날드 조합을 실시간 메뉴·영양으로 추천 | M餐搭子(M 밀메이트): 맥도날드 MCP의 실시간 메뉴와 영양 데이터를 바탕으로 식단 조합을 짜 주는 Skill｜온라인 데모 공개 |
| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | 내 Kubernetes 위에 나만의 PaaS를 | 내 Kubernetes 위에서 돌리는 셀프 호스팅 PaaS. |
| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | 처음부터 끝까지 갖춘 DevOps API | 엔드투엔드 DevOps TaskFlow API — FastAPI, PostgreSQL, SQLAlchemy, Alembic, Docker Compose, Pytest, GitHub Actions CI, Kubernetes, prometheus, Grafana, helm, k9s, … |
-| [hugues31/duckpad](https://github.com/hugues31/duckpad) | 데이터 변환, 오픈 소스 커뮤니티의 도구로 | 오픈 소스 커뮤니티가 누려야 할 데이터 변환 도구. |
+| [hugues31/duckpad](https://github.com/hugues31/duckpad) | 오픈 소스가 누려야 할 데이터 변환 도구 | 오픈 소스 커뮤니티가 누려야 할 데이터 변환 도구. |
diff --git a/docs/DETAILS.md b/docs/DETAILS.md
index 6aa482b..7e802ff 100644
--- a/docs/DETAILS.md
+++ b/docs/DETAILS.md
@@ -13,20 +13,20 @@ The ranking tables show one short line per project. This page keeps the full des
| Project | In the table | Full description |
|---|---|---|
| [morluto/rea](https://github.com/morluto/rea) | Let AI clone any software for you | Reverse engineers stare at assembly for days; this lets AI just tell you what a program does. Hooks into Ghidra so an unreadable binary gets explained in one sentence. |
-| [anomalyco/opencode](https://github.com/anomalyco/opencode) | AI writes your code right in the terminal, no browser | Write code with AI right in your terminal, no browser tab needed. Supports many models, rivals Claude Code and Codex, free and open source. |
+| [anomalyco/opencode](https://github.com/anomalyco/opencode) | An open-source AI that writes code in your terminal | Write code with AI right in your terminal, no browser tab needed. Supports many models, rivals Claude Code and Codex, free and open source. |
| [stablyai/orca](https://github.com/stablyai/orca) | Several AIs write at once, see which one works best | Run several AI coding agents on one desktop and compare who writes better. Each agent gets its own workspace, so they never step on each other. |
-| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | After AI writes the code, a second AI picks it apart | Have AI audit its own code for vulnerabilities, then call in a second AI to challenge the findings. Built for the insecure code coding agents tend to write. |
+| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | One AI hunts security holes, a fresh AI verifies each | Have AI audit its own code for vulnerabilities, then call in a second AI to challenge the findings. Built for the insecure code coding agents tend to write. |
| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | Can't edit video? Write it like a web page | Write video the way you write a web page and let AI render it. Coding agents can use it too, no editing software to learn. |
| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | Less filler code from AI, the needed code done right | A cure for AI padding its code with filler. Teaches it to act like a lazy veteran: skip what you can, get right what you must write. |
| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | Too big to read? Start with this map of the code | Turns a whole codebase into a map so AI sees at a glance which files call which. Big projects no longer need reading top to bottom. |
-| [openclaw/openclaw](https://github.com/openclaw/openclaw) | An AI that finishes the job, data stays on your machine | Not a chatbot, an AI that actually gets work done. Runs across systems, deploys locally, and your data never leaves your computer. |
+| [openclaw/openclaw](https://github.com/openclaw/openclaw) | An AI assistant that gets things done, on your own devices | Not a chatbot, an AI that actually gets work done. Runs across systems, deploys locally, and your data never leaves your computer. |
| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | Pick plugins and build the agent you want | DeepSeek's open-source agent harness (`dsh`). Everything is a plugin, so you assemble the agent you want. Developer preview: expect breaking changes. |
| [affaan-m/ECC](https://github.com/affaan-m/ECC) | Give your coding AI memory, skills and safety checks | A performance-tuning kit for agent harnesses: skills, learned instincts, memory, security checks and research-first development for Claude Code, Codex, OpenCode, Cursor and more. |
| [yetone/magpie](https://github.com/yetone/magpie) | Swap models in your coding AI; quota runs out, it carries on | One menu-bar app and local gateway that lets any coding agent use any model: Claude Code on Kimi, Codex on DeepSeek. When one quota runs out it moves to your next account. |
| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | Twitter, YouTube, Xiaohongshu: let AI search them for you | Gives your AI agent eyes on the whole internet. One command-line tool to read and search Twitter, Reddit, YouTube, GitHub, Bilibili and XiaoHongShu, with zero API fees. |
| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | Stop AI from making every page look the same | Agent skills that give coding agents taste: art direction, real reference images and a browser check, so they stop producing the generic average AI landing page. |
| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | UIs built by AI that look professionally designed | An AI skill that brings design intelligence to coding agents, so the UI/UX they build looks professional across multiple platforms and frameworks. |
-| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | One entry to hundreds of models, quota switches itself | A free MIT-licensed AI gateway: one endpoint for hundreds of providers and models, with quota-aware automatic fallback. Works with Claude Code, Codex, Cursor, OpenCode, Cline and Copilot. |
+| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | One entry to over a thousand models, quota switches itself | A free MIT-licensed AI gateway: one endpoint for hundreds of providers and models, with quota-aware automatic fallback. Works with Claude Code, Codex, Cursor, OpenCode, Cline and Copilot. |
| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | Many AIs at work, tasks and costs on one screen | Open-source app for running a team of AI agents like a company: assign goals, set budgets, and track work and costs from one dashboard. If OpenClaw is an employee, Paperclip is the company. |
| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | Switch providers in one click, no config editing | Desktop all-in-one manager for Claude Code, Codex, Gemini CLI, OpenCode, OpenClaw and more: switch API providers in one click and manage MCP, Skills and Prompts without hand-editing config files. |
| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | An AI helper that gets better the more you use it | A self-improving AI agent from Nous Research with a built-in learning loop: it builds skills from experience, improves them as it works, and reaches you on Telegram, Discord, Slack and more. |
@@ -43,8 +43,8 @@ The ranking tables show one short line per project. This page keeps the full des
| [oven-sh/bun](https://github.com/oven-sh/bun) | Run, bundle, test, install: one tool does it all | All-in-one JavaScript runtime and toolkit: runtime, bundler, test runner, package manager. |
| [biomejs/biome](https://github.com/biomejs/biome) | Format and check web code with one tool | Fast formatter and linter for web projects; toolchain for JS/TS/JSON/CSS. |
| [zed-industries/zed](https://github.com/zed-industries/zed) | Opens fast, and you can code together with others | High-performance, multiplayer code editor from the creators of Atom and Tree-sitter. |
-| [helix-editor/helix](https://github.com/helix-editor/helix) | No pile of plugins: completion and highlighting built in | Modal text editor with built-in LSP, tree-sitter and multiple selections. |
-| [jdx/mise](https://github.com/jdx/mise) | Every language version, managed by one tool | Dev tools version manager: polyglot runtime and env management in one. |
+| [helix-editor/helix](https://github.com/helix-editor/helix) | A text editor with language server and highlighting built in | Modal text editor with built-in LSP, tree-sitter and multiple selections. |
+| [jdx/mise](https://github.com/jdx/mise) | Dev tools, env variables and tasks, in one tool | Dev tools version manager: polyglot runtime and env management in one. |
| [cli/cli](https://github.com/cli/cli) | Handle GitHub from the command line, no browser | GitHub’s official command-line tool for issues, PRs, Actions and more. |
| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | Search a whole folder for text, faster than grep | Recursively search directories for a regex pattern, faster than grep. |
@@ -53,25 +53,25 @@ The ranking tables show one short line per project. This page keeps the full des
| Project | In the table | Full description |
|---|---|---|
| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | Scan containers and code repos for security issues at once | All-in-one security scanner for containers, filesystems, git repos and more. |
-| [anchore/grype](https://github.com/anchore/grype) | Check an image for vulnerabilities before it goes live | Vulnerability scanner for container images and filesystems. |
+| [anchore/grype](https://github.com/anchore/grype) | Does your container image have vulnerabilities? Scan it | Vulnerability scanner for container images and filesystems. |
| [semgrep/semgrep](https://github.com/semgrep/semgrep) | Catch the problems in your code before you commit | Fast, lightweight static analysis for many languages; find bugs and enforce guards. |
| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | Write one template, scan for vulnerabilities in bulk | Fast vulnerability scanner powered by simple YAML-based templates. |
| [falcosecurity/falco](https://github.com/falcosecurity/falco) | Know the moment something odd happens in the cloud | Cloud-native runtime security tool to detect anomalous activity. |
| [google/osv-scanner](https://github.com/google/osv-scanner) | Are your dependencies safe? One scan tells you | Scan your dependencies against the OSV database for known vulnerabilities. |
-| [securego/gosec](https://github.com/securego/gosec) | Spot risky patterns in your Go code early | Go security checker that inspects source for common insecure patterns. |
-| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | How to do security right? These pages are enough | OWASP cheat sheet series: concise security best practices. |
+| [securego/gosec](https://github.com/securego/gosec) | Scan your Go code for security problems | Go security checker that inspects source for common insecure patterns. |
+| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | Concise cheat sheets on application security | OWASP cheat sheet series: concise security best practices. |
### Web / Frontend
| Project | In the table | Full description |
|---|---|---|
| [vercel/next.js](https://github.com/vercel/next.js) | Build a whole site with React, front to back | The React framework for the web: SSR, routing, and full-stack features. |
-| [facebook/react](https://github.com/facebook/react) | Web and app screens, built the same way | Library for building web and native user interfaces. |
+| [facebook/react](https://github.com/facebook/react) | Build web and native app interfaces with one library | Library for building web and native user interfaces. |
| [vuejs/core](https://github.com/vuejs/core) | Start with one small page, learn only what you use | The progressive JavaScript framework’s core runtime and compiler. |
-| [sveltejs/svelte](https://github.com/sveltejs/svelte) | You write a framework, visitors get a light page | Cybernetically enhanced web apps: compile away the framework. |
-| [withastro/astro](https://github.com/withastro/astro) | Content sites with less script open lighter | Web framework for content-driven sites; ship less JavaScript by default. |
+| [sveltejs/svelte](https://github.com/sveltejs/svelte) | A compiler turns your components into efficient web code | Cybernetically enhanced web apps: compile away the framework. |
+| [withastro/astro](https://github.com/withastro/astro) | For content-driven websites, with lightweight output | Web framework for content-driven sites; ship less JavaScript by default. |
| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | Custom designs without writing a pile of CSS | Utility-first CSS framework for rapidly building custom designs. |
-| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | Good-looking components: copy them in and use them | Beautifully designed components you copy into your apps. |
+| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | Good-looking components, and the code is yours to change | Beautifully designed components you copy into your apps. |
| [tanstack/query](https://github.com/tanstack/query) | Fetching data and caching it? Leave it to this | Powerful async state management for TS/JS, React, Vue, Solid and more. |
### Infrastructure
@@ -80,7 +80,7 @@ The ranking tables show one short line per project. This page keeps the full des
|---|---|---|
| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | Lots of containers? Leave deploying and scaling to it | Production-grade container orchestration. |
| [docker/compose](https://github.com/docker/compose) | Put many containers in one file and run them together | Define and run multi-container applications with Docker. |
-| [hashicorp/terraform](https://github.com/hashicorp/terraform) | Write cloud resources as code, every change on record | Infrastructure as code for building and changing cloud resources. |
+| [hashicorp/terraform](https://github.com/hashicorp/terraform) | Write cloud resources as code you can review and version | Infrastructure as code for building and changing cloud resources. |
| [pulumi/pulumi](https://github.com/pulumi/pulumi) | Manage cloud resources in a language you already know | Infrastructure as code in general-purpose languages. |
| [caddyserver/caddy](https://github.com/caddyserver/caddy) | Set up a web server with HTTPS configured for you | Fast, multi-platform web server with automatic HTTPS. |
| [traefik/traefik](https://github.com/traefik/traefik) | With many services, traffic gets sorted automatically | Cloud-native application proxy / reverse proxy and load balancer. |
@@ -92,13 +92,13 @@ The ranking tables show one short line per project. This page keeps the full des
| Project | In the table | Full description |
|---|---|---|
| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | Open it and draw, like sketching on paper | Virtual whiteboard for sketching hand-drawn like diagrams. |
-| [penpot/penpot](https://github.com/penpot/penpot) | Design and prototype as a team, with open source | Open-source design and prototyping platform for product teams. |
-| [jgraph/drawio](https://github.com/jgraph/drawio) | Flowcharts and diagrams, drag and done | Diagramming and whiteboard app; the core of diagrams.net. |
+| [penpot/penpot](https://github.com/penpot/penpot) | Design together as a team, on an open-source platform | Open-source design and prototyping platform for product teams. |
+| [jgraph/drawio](https://github.com/jgraph/drawio) | Diagrams and a whiteboard in one editor | Diagramming and whiteboard app; the core of diagrams.net. |
| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | Drop After Effects animations straight into iOS | iOS library for rendering After Effects animations via Lottie. |
| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | Drop After Effects animations straight into web pages | Render After Effects animations natively on the web with Lottie. |
-| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | Using Tailwind? Ready-made components to pick from | The most popular component library for Tailwind CSS. |
+| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | Pick ready-made components for Tailwind CSS | The most popular component library for Tailwind CSS. |
| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | One icon set in one style, ready to use | Beautiful and consistent icon toolkit made by the community. |
-| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | One icon family for screens, diagrams and slides | Flexible icon family for interfaces, diagrams and presentations. |
+| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | A flexible icon family for everyone | Flexible icon family for interfaces, diagrams and presentations. |
### Data
@@ -107,11 +107,11 @@ The ranking tables show one short line per project. This page keeps the full des
| [duckdb/duckdb](https://github.com/duckdb/duckdb) | Run SQL analysis without setting up a database server | In-process SQL OLAP database management system. |
| [pola-rs/polars](https://github.com/pola-rs/polars) | Table data handled fast, no more waiting | Lightning-fast DataFrame library for Rust and Python. |
| [apache/arrow](https://github.com/apache/arrow) | Across languages, the data works as it is | Cross-language development platform for in-memory analytics. |
-| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | Warehouse SQL with version control and tests | Transform data in your warehouse with software engineering practices. |
+| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | Transform data the way software engineers build apps | Transform data in your warehouse with software engineering practices. |
| [apache/superset](https://github.com/apache/superset) | Can't make sense of the data? Turn it into charts | Modern data exploration and visualization platform. |
| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | Real-time analysis of huge data, with open source | Open-source column-oriented database for real-time analytics. |
-| [apache/kafka](https://github.com/apache/kafka) | Pass messages between systems, caught reliably | Distributed event streaming platform. |
-| [jupyter/notebook](https://github.com/jupyter/notebook) | Code, results and notes together on one page | Jupyter Interactive Notebook for creating and sharing documents. |
+| [apache/kafka](https://github.com/apache/kafka) | Stream events between systems on one distributed platform | Distributed event streaming platform. |
+| [jupyter/notebook](https://github.com/jupyter/notebook) | Write code in the browser and see results as you go | Jupyter Interactive Notebook for creating and sharing documents. |
## New repositories on the boards now
@@ -133,7 +133,7 @@ The ranking tables show one short line per project. This page keeps the full des
| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | Find weak spots visible from outside, backed by evidence | AI-first external attack surface assessment with continuous discovery, evidence-based vulnerability validation, and developer-agent MCP integration. |
| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | Draw your AI workflow, run it on your own machine | Agentic AI platform for visual workflows and autonomous agents. Run it with Docker on your own computer or server. |
| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | Squeeze a whole video into one storyboard image | Scene-aware storyboard for DeepSeek Harness: 9-16 numbered cells with timestamps + transcript + an audio envelope, packed into ONE image (384 tokens). Two tool… |
-| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | One API key for many AI models | Uncensored AI API and models — one key for Claude, GPT, Gemini, Grok, DeepSeek, GLM and Qwen, with uncensored and abliterated variants where available. OpenAI-… |
+| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | Uncensored AI API: one key, many models | Uncensored AI API and models — one key for Claude, GPT, Gemini, Grok, DeepSeek, GLM and Qwen, with uncensored and abliterated variants where available. OpenAI-… |
| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | Run AstrBot and NapCat on your phone, no root | Deploy and manage AstrBot and NapCat locally on an Android phone. Ships with a built-in PRoot Ubuntu runtime and supports a native management UI, WebUI, logs, backup and restore, and independent updates, with no root required. |
| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | New to LLMs? Build GPT-2 by hand, line by line | A beginner tutorial for large language models (LLMs): write GPT-2 by hand from scratch and see line by line how an LLM works / Build GPT-2 from scratch in PyTorch, step by step |
| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | Let any AI trade from your own Binance AI wallet | Let any AI trade with your own Binance AI wallet: instant buy and sell, sniping on Agent-only launchpads (Four, Flap, GANG), AI-only Mint, and a local trading page. Binance signs the transactions and your private key is never touched. Free and open source, MIT · Author: Jacke_pp · Contact: X @Jacke_pp (DM) |
@@ -166,4 +166,4 @@ The ranking tables show one short line per project. This page keeps the full des
| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | Pair a McDonald's meal from live menu and nutrition data | M Meal Mate (M餐搭子): a smart meal-pairing Skill built on McDonald's MCP live menu and nutrition data \| online demo now live |
| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | Run your own PaaS on your own Kubernetes | Self-hosted PaaS on your own Kubernetes. |
| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | An end-to-end DevOps API, start to finish | End-to-end DevOps TaskFlow API — FastAPI, PostgreSQL, SQLAlchemy, Alembic, Docker Compose, Pytest and GitHub Actions CI,Kubernetes,prometheus,Grafana,helm,k9s,… |
-| [hugues31/duckpad](https://github.com/hugues31/duckpad) | The open-source community's own data transformation tool | The data transformation tool the open-source community deserves. |
+| [hugues31/duckpad](https://github.com/hugues31/duckpad) | The data transformation tool open source deserves | The data transformation tool the open-source community deserves. |
diff --git a/docs/DETAILS.zh-Hans.md b/docs/DETAILS.zh-Hans.md
index b28e4ce..6591c46 100644
--- a/docs/DETAILS.zh-Hans.md
+++ b/docs/DETAILS.zh-Hans.md
@@ -13,20 +13,20 @@
| 项目 | 表里的一句话 | 完整介绍 |
|---|---|---|
| [morluto/rea](https://github.com/morluto/rea) | 让 AI 帮你克隆任何软件 | 逆向工程师往往要盯着汇编看上好几天，这个工具让 AI 直接告诉你程序做了什么。它接入 Ghidra，让原本读不懂的二进制文件一句话就能讲清楚。 |
-| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 不开浏览器，终端里就有 AI 写代码 | 直接在终端里用 AI 写代码，无需打开浏览器标签页。支持多种模型，可与 Claude Code 和 Codex 相媲美，免费开源。 |
+| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 终端里，有个开源 AI 帮你写代码 | 直接在终端里用 AI 写代码，无需打开浏览器标签页。支持多种模型，可与 Claude Code 和 Codex 相媲美，免费开源。 |
| [stablyai/orca](https://github.com/stablyai/orca) | 几个 AI 一起写，谁好用一眼看出 | 在同一台桌面电脑上同时运行多个 AI 编程智能体，比较谁写得更好。每个智能体都有自己的工作区，互不干扰。 |
-| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI 写完代码，再请一个 AI 挑刺 | 让 AI 审查自己写的代码是否有漏洞，再请第二个 AI 来质疑审查结论。专门针对编程智能体容易写出的不安全代码。 |
+| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI 查代码漏洞，另一个 AI 逐条复核 | 让 AI 审查自己写的代码是否有漏洞，再请第二个 AI 来质疑审查结论。专门针对编程智能体容易写出的不安全代码。 |
| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | 不会剪辑，写网页一样就能出片 | 像写网页一样写视频，再交给 AI 渲染成片。编程智能体也能使用，无需学习任何剪辑软件。 |
| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | 让 AI 少写废代码，该写的写对 | 专治 AI 写代码时灌水凑数。教它像一位偷懒的老手那样做事：能省则省，必须写的部分一定写对。 |
| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | 大项目看不过来，先看这张地图 | 把整个代码库变成一张地图，让 AI 一眼看出哪些文件调用了哪些文件。大型项目不必再从头读到尾。 |
-| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 能把事做完的 AI，数据留在本机 | 它不是聊天机器人，而是真正能把事情做完的 AI。可跨系统运行、本地部署，你的数据不会离开你的电脑。 |
+| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 能把事做完的 AI 助手，跑在自己设备上 | 它不是聊天机器人，而是真正能把事情做完的 AI。可跨系统运行、本地部署，你的数据不会离开你的电脑。 |
| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | 想要什么智能体，用插件自己拼 | DeepSeek 开源的智能体 Harness（`dsh`）。一切皆插件，你可以自行组装想要的智能体。目前为开发者预览版，可能出现破坏性变更。 |
| [affaan-m/ECC](https://github.com/affaan-m/ECC) | 给编程 AI 加记忆、技能和安全检查 | 面向智能体 Harness 的性能优化套件：为 Claude Code、Codex、OpenCode、Cursor 等提供技能、习得的直觉、记忆、安全检查，以及先调研后开发的工作方式。 |
| [yetone/magpie](https://github.com/yetone/magpie) | 编程 AI 换模型，额度用完自动续 | 一个菜单栏应用加本地网关，让任意编程智能体都能使用任意模型：Claude Code 跑 Kimi，Codex 跑 DeepSeek。一个额度用完后，会自动切换到你的下一个账号。 |
| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | 推特油管小红书，AI 都能帮你搜 | 让你的 AI 智能体看到整个互联网。一个命令行工具即可读取和搜索 Twitter、Reddit、YouTube、GitHub、哔哩哔哩和小红书，零 API 费用。 |
| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | 别再让 AI 做出千篇一律的页面 | 赋予编程智能体审美的技能：确定美术风格、使用真实参考图，并在浏览器中检查成果，让它们不再产出千篇一律的 AI 落地页。 |
| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | AI 做的界面，看着像专业设计 | 一项为编程智能体带来设计智慧的 AI 技能，让它们构建的 UI/UX 在多个平台和框架上都显得专业。 |
-| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 一个入口接几百个模型，额度自动切 | 免费的 MIT 许可 AI 网关：一个端点对接数百家服务商和模型，并可根据额度自动回退切换。支持 Claude Code、Codex、Cursor、OpenCode、Cline 和 Copilot。 |
+| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 一个入口接上千个模型，额度自动切 | 免费的 MIT 许可 AI 网关：一个端点对接数百家服务商和模型，并可根据额度自动回退切换。支持 Claude Code、Codex、Cursor、OpenCode、Cline 和 Copilot。 |
| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | 一群 AI 干活，任务和花费一屏看 | 像管理公司一样管理一队 AI 智能体的开源应用：分配目标、设定预算，并在同一个仪表板中跟踪工作和成本。如果说 OpenClaw 是一名员工，Paperclip 就是整家公司。 |
| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | 换接口不用改配置，一键切 | 面向 Claude Code、Codex、Gemini CLI、OpenCode、OpenClaw 等的桌面端一体化管理器：一键切换 API 服务商，无需手动编辑配置文件即可管理 MCP、技能和提示词。 |
| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 越用越会干活的 AI 助手 | Nous Research 出品的可自我改进的 AI 智能体，内置学习循环：从经验中构建技能，并在工作中不断改进，还能通过 Telegram、Discord、Slack 等渠道联系你。 |
@@ -43,8 +43,8 @@
| [oven-sh/bun](https://github.com/oven-sh/bun) | 运行打包测试装包，一个工具全包 | 一体化 JavaScript 运行时与工具箱：运行时、打包、测试、包管理。 |
| [biomejs/biome](https://github.com/biomejs/biome) | 网页代码格式和检查，一个工具搞定 | 面向 Web 项目的高速格式化与检查工具，覆盖 JS/TS/JSON/CSS。 |
| [zed-industries/zed](https://github.com/zed-industries/zed) | 打开就快，还能多人一起写代码 | Atom 与 Tree-sitter 作者打造的高性能多人协作代码编辑器。 |
-| [helix-editor/helix](https://github.com/helix-editor/helix) | 不装一堆插件，补全高亮都现成 | 内置 LSP、tree-sitter 与多重选区的模态文本编辑器。 |
-| [jdx/mise](https://github.com/jdx/mise) | 各种语言版本，一个工具管齐 | 开发工具版本管理器：多语言运行时与环境管理合一。 |
+| [helix-editor/helix](https://github.com/helix-editor/helix) | 语法高亮、语言服务都内置的文本编辑器 | 内置 LSP、tree-sitter 与多重选区的模态文本编辑器。 |
+| [jdx/mise](https://github.com/jdx/mise) | 开发工具、环境变量、任务，一个工具管 | 开发工具版本管理器：多语言运行时与环境管理合一。 |
| [cli/cli](https://github.com/cli/cli) | 不开网页，命令行里处理 GitHub | GitHub 官方命令行工具，用于议题、PR、Actions 等。 |
| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | 翻遍整个目录找文字，比 grep 快 | 用正则递归搜索目录，比 grep 更快。 |
@@ -53,25 +53,25 @@
| 项目 | 表里的一句话 | 完整介绍 |
|---|---|---|
| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | 容器和代码仓，一次扫完安全问题 | 面向容器、文件系统、Git 仓库等的一体化安全扫描器。 |
-| [anchore/grype](https://github.com/anchore/grype) | 镜像上线前，先查查有没有漏洞 | 面向容器镜像与文件系统的漏洞扫描器。 |
+| [anchore/grype](https://github.com/anchore/grype) | 容器镜像有没有漏洞，扫一下就知道 | 面向容器镜像与文件系统的漏洞扫描器。 |
| [semgrep/semgrep](https://github.com/semgrep/semgrep) | 代码里的问题，提交前先揪出来 | 面向多语言的轻量快速静态分析，找漏洞并执行规则。 |
| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | 写个模板，就能批量扫漏洞 | 基于简洁 YAML 模板的高速漏洞扫描器。 |
| [falcosecurity/falco](https://github.com/falcosecurity/falco) | 云上有异常，第一时间知道 | 云原生运行时安全工具，检测异常行为。 |
| [google/osv-scanner](https://github.com/google/osv-scanner) | 用的依赖安不安全，扫一下就知道 | 对照 OSV 数据库扫描依赖中的已知漏洞。 |
-| [securego/gosec](https://github.com/securego/gosec) | Go 代码里的危险写法，提前查出 | 检查 Go 源码中常见不安全模式的安全检查器。 |
-| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 安全该怎么做，查这几页就够 | OWASP 速查表系列：精炼的安全最佳实践。 |
+| [securego/gosec](https://github.com/securego/gosec) | Go 代码的安全隐患，扫一遍就知道 | 检查 Go 源码中常见不安全模式的安全检查器。 |
+| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 应用安全怎么做，看这套速查表 | OWASP 速查表系列：精炼的安全最佳实践。 |
### Web / 前端
| 项目 | 表里的一句话 | 完整介绍 |
|---|---|---|
| [vercel/next.js](https://github.com/vercel/next.js) | 用 React 做完整网站，从前到后 | 面向 Web 的 React 框架：SSR、路由与全栈能力。 |
-| [facebook/react](https://github.com/facebook/react) | 网页和 App 界面，用同一套写 | 用于构建 Web 与原生用户界面的库。 |
+| [facebook/react](https://github.com/facebook/react) | 网页和 App 界面，都能用它来搭 | 用于构建 Web 与原生用户界面的库。 |
| [vuejs/core](https://github.com/vuejs/core) | 从一个小页面开始，用多少学多少 | 渐进式 JavaScript 框架的核心运行时与编译器。 |
-| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 写的是框架，跑的是轻巧网页 | 编译掉框架本身的增强型 Web 应用方案。 |
-| [withastro/astro](https://github.com/withastro/astro) | 内容网站少带脚本，打开更轻快 | 面向内容站点的 Web 框架，默认少发 JavaScript。 |
+| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 你写组件，编译器变出高效的网页代码 | 编译掉框架本身的增强型 Web 应用方案。 |
+| [withastro/astro](https://github.com/withastro/astro) | 做内容型网站，页面输出更轻量 | 面向内容站点的 Web 框架，默认少发 JavaScript。 |
| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | 不写一大堆 CSS，也能做定制界面 | 实用优先的 CSS 框架，快速搭建自定义设计。 |
-| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 好看的组件，复制进来就能用 | 设计精美、可直接复制进项目的组件集合。 |
+| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 好看的组件，代码归你，随便改 | 设计精美、可直接复制进项目的组件集合。 |
| [tanstack/query](https://github.com/tanstack/query) | 请求数据和缓存，交给它管 | 面向 TS/JS、React、Vue、Solid 等的强力异步状态管理。 |
### 基础设施
@@ -80,7 +80,7 @@
|---|---|---|
| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | 容器多了，部署扩容交给它 | 生产级容器编排系统。 |
| [docker/compose](https://github.com/docker/compose) | 多个容器写进一个文件，一起跑 | 用 Docker 定义并运行多容器应用。 |
-| [hashicorp/terraform](https://github.com/hashicorp/terraform) | 云资源写成代码，改动有据可查 | 用代码构建与变更云资源的基础设施即代码工具。 |
+| [hashicorp/terraform](https://github.com/hashicorp/terraform) | 云资源写成代码，可审阅、可版本管理 | 用代码构建与变更云资源的基础设施即代码工具。 |
| [pulumi/pulumi](https://github.com/pulumi/pulumi) | 用熟悉的编程语言管云资源 | 用通用编程语言写基础设施即代码。 |
| [caddyserver/caddy](https://github.com/caddyserver/caddy) | 搭网站服务器，HTTPS 自动配好 | 快速、跨平台的 Web 服务器，自动 HTTPS。 |
| [traefik/traefik](https://github.com/traefik/traefik) | 服务多了，流量自动分好 | 云原生应用代理 / 反向代理与负载均衡。 |
@@ -92,13 +92,13 @@
| 项目 | 表里的一句话 | 完整介绍 |
|---|---|---|
| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | 打开就画，像在纸上随手画图 | 手绘风格的在线白板，用来画示意图。 |
-| [penpot/penpot](https://github.com/penpot/penpot) | 团队做设计和原型，用开源的 | 面向产品团队的开源设计与原型平台。 |
-| [jgraph/drawio](https://github.com/jgraph/drawio) | 流程图和示意图，拖拖就画好 | 绘图与白板应用，diagrams.net 的核心。 |
+| [penpot/penpot](https://github.com/penpot/penpot) | 团队一起做设计，用开源平台 | 面向产品团队的开源设计与原型平台。 |
+| [jgraph/drawio](https://github.com/jgraph/drawio) | 画图和白板，一个编辑器搞定 | 绘图与白板应用，diagrams.net 的核心。 |
| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | AE 做的动画，直接放进 iOS | 通过 Lottie 在 iOS 上渲染 After Effects 动画的库。 |
| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | AE 做的动画，直接放进网页 | 用 Lottie 在网页上原生渲染 After Effects 动画。 |
-| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | 用 Tailwind，也有现成组件可挑 | 最受欢迎的 Tailwind CSS 组件库。 |
+| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | Tailwind 也有现成组件可挑 | 最受欢迎的 Tailwind CSS 组件库。 |
| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | 一套图标风格统一，拿来就用 | 社区维护的美观一致图标工具包。 |
-| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 界面图示演示，图标一套够用 | 面向界面、示意图与演示的灵活图标家族。 |
+| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 一整套灵活的图标，人人可用 | 面向界面、示意图与演示的灵活图标家族。 |
### 数据
@@ -107,11 +107,11 @@
| [duckdb/duckdb](https://github.com/duckdb/duckdb) | 不搭数据库服务，也能跑 SQL 分析 | 进程内 SQL OLAP 数据库管理系统。 |
| [pola-rs/polars](https://github.com/pola-rs/polars) | 表格数据处理快，不用干等 | 面向 Rust 与 Python 的极速 DataFrame 库。 |
| [apache/arrow](https://github.com/apache/arrow) | 不同语言之间，数据直接通用 | 面向内存分析的跨语言开发平台。 |
-| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | 数仓 SQL 也能版本管理和测试 | 用软件工程方式在数仓中转换数据。 |
+| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | 数据转换，照软件工程的做法来 | 用软件工程方式在数仓中转换数据。 |
| [apache/superset](https://github.com/apache/superset) | 数据看不懂，做成图就明白 | 现代数据探索与可视化平台。 |
| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | 大量数据实时分析，用开源的 | 面向实时分析的开源列式数据库。 |
-| [apache/kafka](https://github.com/apache/kafka) | 系统之间传消息，稳稳接住 | 分布式事件流平台。 |
-| [jupyter/notebook](https://github.com/jupyter/notebook) | 代码结果和说明，放在一页里 | 用于创建与分享文档的 Jupyter 交互式笔记本。 |
+| [apache/kafka](https://github.com/apache/kafka) | 系统之间的事件流，交给它来传 | 分布式事件流平台。 |
+| [jupyter/notebook](https://github.com/jupyter/notebook) | 在网页里写代码，边写边看结果 | 用于创建与分享文档的 Jupyter 交互式笔记本。 |
## 当前上榜的新仓库
@@ -133,7 +133,7 @@
| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | 从外面看你的系统哪里有洞，并有证据 | 以 AI 为先的外部攻击面评估：持续发现资产、基于证据验证漏洞，并集成开发者智能体 MCP。 |
| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | 画出 AI 工作流，在自己电脑上跑 | 面向可视化工作流和自主智能体的智能体式 AI 平台。可用 Docker 在你自己的电脑或服务器上运行。 |
| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | 整段视频，压成一张分镜图 | 面向 DeepSeek Harness 的场景感知分镜：把 9–16 个带编号的格子，连同时间戳、文字稿和音频包络，打包进同一张图（384 个 token）。两个工具… |
-| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 一个密钥，调用多家 AI 模型 | 无审查 AI API 与模型——一个密钥即可调用 Claude、GPT、Gemini、Grok、DeepSeek、GLM 和 Qwen，并在可用时提供无审查和 abliterated 变体。兼容 OpenAI-… |
+| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 不设审查的 AI 接口，一个密钥多家模型 | 无审查 AI API 与模型——一个密钥即可调用 Claude、GPT、Gemini、Grok、DeepSeek、GLM 和 Qwen，并在可用时提供无审查和 abliterated 变体。兼容 OpenAI-… |
| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | 手机跑 AstrBot 和 NapCat，免 Root | 在 Android 手机上本地部署和管理 AstrBot 与 NapCat，内置 PRoot Ubuntu 运行环境，支持原生管理界面、WebUI、日志、备份恢复和独立更新，无需 Root。 |
| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | 不懂大模型？从零手写 GPT-2 看明白 | 零基础入门大模型（LLM）的基础教程：从零手写 GPT-2，一行行看懂大模型是怎么工作的 / 用 PyTorch 从零开始、一步步构建 GPT-2 |
| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | 让 AI 用你自己的币安钱包交易 | 让任何 AI 用你自己的币安 AI 钱包交易：秒买秒卖、狙击 Agent 专属发射台（Four、Flap、GANG）、AI 专属 Mint、本机交易页面。币安签名，不碰私钥。免费开源 MIT · 作者：Jacke_pp · 联系：X @Jacke_pp（私信） |
@@ -166,4 +166,4 @@
| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | 吃麦当劳不会搭？按实时菜单和营养来配 | M餐搭子：基于麦当劳 MCP 实时菜单与营养数据的智能搭餐 Skill｜在线演示已上线 |
| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | 在自家 Kubernetes 上搭一个 PaaS | 运行在你自己的 Kubernetes 上的自托管 PaaS。 |
| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | 一套从头到尾的 DevOps 任务接口 | 端到端 DevOps TaskFlow API —— FastAPI、PostgreSQL、SQLAlchemy、Alembic、Docker Compose、Pytest 和 GitHub Actions CI、Kubernetes、prometheus、Grafana、helm、k9s、… |
-| [hugues31/duckpad](https://github.com/hugues31/duckpad) | 做数据转换，用开源社区自己的工具 | 开源社区应得的数据转换工具。 |
+| [hugues31/duckpad](https://github.com/hugues31/duckpad) | 开源社区理应拥有的数据转换工具 | 开源社区应得的数据转换工具。 |
diff --git a/docs/DETAILS.zh-Hant.md b/docs/DETAILS.zh-Hant.md
index 0e6858a..c94d4fc 100644
--- a/docs/DETAILS.zh-Hant.md
+++ b/docs/DETAILS.zh-Hant.md
@@ -13,20 +13,20 @@
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
| [morluto/rea](https://github.com/morluto/rea) | 讓 AI 幫你克隆任何軟體 | 逆向工程師往往得盯著組合語言看上好幾天，這個工具讓 AI 直接告訴你程式在做什麼。它串接 Ghidra，讓原本看不懂的二進位檔一句話就能說明清楚。 |
-| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 不開瀏覽器，終端裡就有 AI 寫程式碼 | 直接在終端機裡用 AI 寫程式，不必開啟瀏覽器分頁。支援多種模型，可與 Claude Code 和 Codex 一較高下，免費開源。 |
+| [anomalyco/opencode](https://github.com/anomalyco/opencode) | 終端機裡，有個開源 AI 幫你寫程式碼 | 直接在終端機裡用 AI 寫程式，不必開啟瀏覽器分頁。支援多種模型，可與 Claude Code 和 Codex 一較高下，免費開源。 |
| [stablyai/orca](https://github.com/stablyai/orca) | 幾個 AI 一起寫，誰好用一眼看出 | 在同一台桌上型電腦上同時執行多個 AI 程式設計代理，比較誰寫得更好。每個代理都有自己的工作區，彼此不會互相干擾。 |
-| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI 寫完程式碼，再請一個 AI 挑刺 | 讓 AI 審查自己寫的程式碼是否有漏洞，再請第二個 AI 來質疑審查結論。專門針對程式設計代理容易寫出的不安全程式碼。 |
+| [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) | AI 查程式碼漏洞，另一個 AI 逐條複核 | 讓 AI 審查自己寫的程式碼是否有漏洞，再請第二個 AI 來質疑審查結論。專門針對程式設計代理容易寫出的不安全程式碼。 |
| [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | 不會剪輯，寫網頁一樣就能出片 | 像寫網頁一樣寫影片，再交給 AI 算繪成片。程式設計代理也能使用，不必學任何剪輯軟體。 |
| [DietrichGebert/ponytail](https://github.com/DietrichGebert/ponytail) | 讓 AI 少寫廢程式碼，該寫的寫對 | 專治 AI 寫程式時灌水湊數。教它像一位愛偷懶的老手那樣做事：能省則省，非寫不可的部分務必寫對。 |
| [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | 大專案看不過來，先看這張地圖 | 把整個程式碼庫變成一張地圖，讓 AI 一眼看出哪些檔案呼叫了哪些檔案。大型專案不必再從頭讀到尾。 |
-| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 能把事做完的 AI，資料留在本機 | 它不是聊天機器人，而是真正能把事情做完的 AI。可跨系統執行、在本機部署，你的資料不會離開你的電腦。 |
+| [openclaw/openclaw](https://github.com/openclaw/openclaw) | 能把事做完的 AI 助理，跑在自己裝置上 | 它不是聊天機器人，而是真正能把事情做完的 AI。可跨系統執行、在本機部署，你的資料不會離開你的電腦。 |
| [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness) | 想要什麼代理，用外掛自己拼 | DeepSeek 開源的代理 Harness（`dsh`）。一切皆外掛，你可以自行組裝想要的代理。目前為開發者預覽版，可能出現破壞性變更。 |
| [affaan-m/ECC](https://github.com/affaan-m/ECC) | 給程式設計 AI 加記憶、技能和安全檢查 | 針對代理 Harness 的效能調校套件：為 Claude Code、Codex、OpenCode、Cursor 等提供技能、習得的直覺、記憶、安全檢查，以及先研究再開發的工作方式。 |
| [yetone/magpie](https://github.com/yetone/magpie) | 程式設計 AI 換模型，額度用完自動續 | 一個選單列應用程式加上本機閘道，讓任何程式設計代理都能使用任何模型：Claude Code 搭配 Kimi，Codex 搭配 DeepSeek。某個額度用完時，會自動切換到你的下一個帳號。 |
| [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | 推特油管小紅書，AI 都能幫你搜 | 讓你的 AI 代理看見整個網際網路。一個命令列工具就能讀取和搜尋 Twitter、Reddit、YouTube、GitHub、嗶哩嗶哩和小紅書，零 API 費用。 |
| [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) | 別再讓 AI 做出千篇一律的頁面 | 賦予程式設計代理美感的技能：確立美術風格、使用真實參考圖，並在瀏覽器中檢查成果，讓它們不再產出千篇一律的 AI 登陸頁。 |
| [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | AI 做的介面，看著像專業設計 | 一項為程式設計代理帶來設計智慧的 AI 技能，讓它們打造的 UI/UX 在多個平台與框架上都顯得專業。 |
-| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 一個入口接幾百個模型，額度自動切 | 免費的 MIT 授權 AI 閘道：一個端點對接數百家供應商和模型，並依額度自動備援切換。支援 Claude Code、Codex、Cursor、OpenCode、Cline 和 Copilot。 |
+| [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | 一個入口接上千個模型，額度自動切 | 免費的 MIT 授權 AI 閘道：一個端點對接數百家供應商和模型，並依額度自動備援切換。支援 Claude Code、Codex、Cursor、OpenCode、Cline 和 Copilot。 |
| [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | 一群 AI 幹活，任務和花費一屏看 | 像經營公司一樣管理一組 AI 代理的開源應用程式：分派目標、設定預算，並在同一個儀表板中追蹤工作與成本。如果說 OpenClaw 是一名員工，Paperclip 就是整間公司。 |
| [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | 換介面不用改配置，一鍵切 | 適用於 Claude Code、Codex、Gemini CLI、OpenCode、OpenClaw 等的桌面端整合管理工具：一鍵切換 API 供應商，不必手動編輯設定檔就能管理 MCP、技能和提示詞。 |
| [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 越用越會幹活的 AI 助手 | Nous Research 推出、能自我改進的 AI 代理，內建學習迴圈：從經驗中建立技能，並在工作中持續改進，還能透過 Telegram、Discord、Slack 等管道與你聯繫。 |
@@ -43,8 +43,8 @@
| [oven-sh/bun](https://github.com/oven-sh/bun) | 執行打包測試裝套件，一個工具全包 | 一體化 JavaScript 執行環境與工具箱：執行環境、打包、測試、套件管理。 |
| [biomejs/biome](https://github.com/biomejs/biome) | 網頁程式碼格式和檢查，一個工具搞定 | 面向 Web 專案的高速格式化與檢查工具，涵蓋 JS/TS/JSON/CSS。 |
| [zed-industries/zed](https://github.com/zed-industries/zed) | 開啟就快，還能多人一起寫程式碼 | Atom 與 Tree-sitter 作者打造的高效能多人協作程式碼編輯器。 |
-| [helix-editor/helix](https://github.com/helix-editor/helix) | 不裝一堆外掛，補全高亮都現成 | 內建 LSP、tree-sitter 與多重選取的模態文字編輯器。 |
-| [jdx/mise](https://github.com/jdx/mise) | 各種語言版本，一個工具管齊 | 開發工具版本管理器：多語言執行環境與環境管理合一。 |
+| [helix-editor/helix](https://github.com/helix-editor/helix) | 語法上色、語言服務都內建的文字編輯器 | 內建 LSP、tree-sitter 與多重選取的模態文字編輯器。 |
+| [jdx/mise](https://github.com/jdx/mise) | 開發工具、環境變數、任務，一個工具管 | 開發工具版本管理器：多語言執行環境與環境管理合一。 |
| [cli/cli](https://github.com/cli/cli) | 不開網頁，命令列裡處理 GitHub | GitHub 官方命令列工具，用於議題、PR、Actions 等。 |
| [BurntSushi/ripgrep](https://github.com/BurntSushi/ripgrep) | 翻遍整個目錄找文字，比 grep 快 | 用正規表達式遞迴搜尋目錄，比 grep 更快。 |
@@ -53,25 +53,25 @@
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
| [aquasecurity/trivy](https://github.com/aquasecurity/trivy) | 容器和程式碼倉，一次掃完安全問題 | 面向容器、檔案系統、Git 儲存庫等的一體化資安掃描器。 |
-| [anchore/grype](https://github.com/anchore/grype) | 映像檔上線前，先查查有沒有漏洞 | 面向容器映像與檔案系統的弱點掃描器。 |
+| [anchore/grype](https://github.com/anchore/grype) | 容器映像檔有沒有漏洞，掃一下就知道 | 面向容器映像與檔案系統的弱點掃描器。 |
| [semgrep/semgrep](https://github.com/semgrep/semgrep) | 程式碼裡的問題，提交前先揪出來 | 面向多語言的輕量快速靜態分析，找弱點並執行規則。 |
| [projectdiscovery/nuclei](https://github.com/projectdiscovery/nuclei) | 寫個模板，就能批次掃漏洞 | 基於簡潔 YAML 範本的高速弱點掃描器。 |
| [falcosecurity/falco](https://github.com/falcosecurity/falco) | 雲上有異常，第一時間知道 | 雲原生執行時資安工具，偵測異常行為。 |
| [google/osv-scanner](https://github.com/google/osv-scanner) | 用的依賴安不安全，掃一下就知道 | 對照 OSV 資料庫掃描相依套件中的已知弱點。 |
-| [securego/gosec](https://github.com/securego/gosec) | Go 程式碼裡的危險寫法，提前查出 | 檢查 Go 原始碼中常見不安全模式的資安檢查器。 |
-| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 安全該怎麼做，查這幾頁就夠 | OWASP 速查表系列：精煉的資安最佳實務。 |
+| [securego/gosec](https://github.com/securego/gosec) | Go 程式碼的資安隱患，掃一遍就知道 | 檢查 Go 原始碼中常見不安全模式的資安檢查器。 |
+| [OWASP/CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 應用程式資安怎麼做，看這套速查表 | OWASP 速查表系列：精煉的資安最佳實務。 |
### Web / 前端
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
| [vercel/next.js](https://github.com/vercel/next.js) | 用 React 做完整網站，從前到後 | 面向 Web 的 React 框架：SSR、路由與全端能力。 |
-| [facebook/react](https://github.com/facebook/react) | 網頁和 App 介面，用同一套寫 | 用於建置 Web 與原生使用者介面的函式庫。 |
+| [facebook/react](https://github.com/facebook/react) | 網頁和 App 介面，都能用它來搭 | 用於建置 Web 與原生使用者介面的函式庫。 |
| [vuejs/core](https://github.com/vuejs/core) | 從一個小頁面開始，用多少學多少 | 漸進式 JavaScript 框架的核心執行環境與編譯器。 |
-| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 寫的是框架，跑的是輕巧網頁 | 編譯掉框架本身的增強型 Web 應用方案。 |
-| [withastro/astro](https://github.com/withastro/astro) | 內容網站少帶指令碼，開啟更輕快 | 面向內容網站的 Web 框架，預設少送 JavaScript。 |
+| [sveltejs/svelte](https://github.com/sveltejs/svelte) | 你寫元件，編譯器變出高效的網頁程式碼 | 編譯掉框架本身的增強型 Web 應用方案。 |
+| [withastro/astro](https://github.com/withastro/astro) | 做內容型網站，頁面輸出更輕量 | 面向內容網站的 Web 框架，預設少送 JavaScript。 |
| [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) | 不寫一大堆 CSS，也能做定製介面 | 實用優先的 CSS 框架，快速搭建自訂設計。 |
-| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 好看的元件，複製進來就能用 | 設計精美、可直接複製進專案的元件集合。 |
+| [shadcn-ui/ui](https://github.com/shadcn-ui/ui) | 好看的元件，程式碼歸你，隨便改 | 設計精美、可直接複製進專案的元件集合。 |
| [tanstack/query](https://github.com/tanstack/query) | 請求資料和快取，交給它管 | 面向 TS/JS、React、Vue、Solid 等的強力非同步狀態管理。 |
### 基礎建設
@@ -80,7 +80,7 @@
|---|---|---|
| [kubernetes/kubernetes](https://github.com/kubernetes/kubernetes) | 容器多了，部署擴容交給它 | 產品級容器編排系統。 |
| [docker/compose](https://github.com/docker/compose) | 多個容器寫進一個檔案，一起跑 | 用 Docker 定義並執行多容器應用。 |
-| [hashicorp/terraform](https://github.com/hashicorp/terraform) | 雲資源寫成程式碼，改動有據可查 | 用程式碼建置與變更雲端資源的基礎建設即程式碼工具。 |
+| [hashicorp/terraform](https://github.com/hashicorp/terraform) | 雲資源寫成程式碼，可審閱、可版本管理 | 用程式碼建置與變更雲端資源的基礎建設即程式碼工具。 |
| [pulumi/pulumi](https://github.com/pulumi/pulumi) | 用熟悉的程式語言管雲資源 | 用通用程式語言寫基礎建設即程式碼。 |
| [caddyserver/caddy](https://github.com/caddyserver/caddy) | 搭網站伺服器，HTTPS 自動配好 | 快速、跨平台的 Web 伺服器，自動 HTTPS。 |
| [traefik/traefik](https://github.com/traefik/traefik) | 服務多了，流量自動分好 | 雲原生應用代理 / 反向代理與負載平衡。 |
@@ -92,13 +92,13 @@
| 專案 | 表裡的一句話 | 完整介紹 |
|---|---|---|
| [excalidraw/excalidraw](https://github.com/excalidraw/excalidraw) | 開啟就畫，像在紙上隨手畫圖 | 手繪風格的線上白板，用來畫示意圖。 |
-| [penpot/penpot](https://github.com/penpot/penpot) | 團隊做設計和原型，用開源的 | 面向產品團隊的開源設計與原型平台。 |
-| [jgraph/drawio](https://github.com/jgraph/drawio) | 流程圖和示意圖，拖拖就畫好 | 繪圖與白板應用，diagrams.net 的核心。 |
+| [penpot/penpot](https://github.com/penpot/penpot) | 團隊一起做設計，用開源平台 | 面向產品團隊的開源設計與原型平台。 |
+| [jgraph/drawio](https://github.com/jgraph/drawio) | 畫圖和白板，一個編輯器搞定 | 繪圖與白板應用，diagrams.net 的核心。 |
| [lottiefiles/lottie-ios](https://github.com/lottiefiles/lottie-ios) | AE 做的動畫，直接放進 iOS | 透過 Lottie 在 iOS 上算繪 After Effects 動畫的函式庫。 |
| [airbnb/lottie-web](https://github.com/airbnb/lottie-web) | AE 做的動畫，直接放進網頁 | 用 Lottie 在網頁上原生算繪 After Effects 動畫。 |
-| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | 用 Tailwind，也有現成元件可挑 | 最受歡迎的 Tailwind CSS 元件庫。 |
+| [saadeghi/daisyui](https://github.com/saadeghi/daisyui) | Tailwind 也有現成元件可挑 | 最受歡迎的 Tailwind CSS 元件庫。 |
| [lucide-icons/lucide](https://github.com/lucide-icons/lucide) | 一套圖示風格統一，拿來就用 | 社群維護的美觀一致圖示工具包。 |
-| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 介面圖示演示，圖示一套夠用 | 面向介面、示意圖與簡報的靈活圖示家族。 |
+| [phosphor-icons/homepage](https://github.com/phosphor-icons/homepage) | 一整套靈活的圖示，人人可用 | 面向介面、示意圖與簡報的靈活圖示家族。 |
### 資料
@@ -107,11 +107,11 @@
| [duckdb/duckdb](https://github.com/duckdb/duckdb) | 不搭資料庫服務，也能跑 SQL 分析 | 行程內 SQL OLAP 資料庫管理系統。 |
| [pola-rs/polars](https://github.com/pola-rs/polars) | 表格資料處理快，不用乾等 | 面向 Rust 與 Python 的極速 DataFrame 函式庫。 |
| [apache/arrow](https://github.com/apache/arrow) | 不同語言之間，資料直接通用 | 面向記憶體分析的跨語言開發平台。 |
-| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | 數倉 SQL 也能版本管理和測試 | 用軟體工程方式在資料倉中轉換資料。 |
+| [dbt-labs/dbt-core](https://github.com/dbt-labs/dbt-core) | 資料轉換，照軟體工程的做法來 | 用軟體工程方式在資料倉中轉換資料。 |
| [apache/superset](https://github.com/apache/superset) | 資料看不懂，做成圖就明白 | 現代資料探索與視覺化平台。 |
| [ClickHouse/ClickHouse](https://github.com/ClickHouse/ClickHouse) | 大量資料即時分析，用開源的 | 面向即時分析的開源欄式資料庫。 |
-| [apache/kafka](https://github.com/apache/kafka) | 系統之間傳訊息，穩穩接住 | 分散式事件串流平台。 |
-| [jupyter/notebook](https://github.com/jupyter/notebook) | 程式碼結果和說明，放在一頁裡 | 用於建立與分享文件的 Jupyter 互動式筆記本。 |
+| [apache/kafka](https://github.com/apache/kafka) | 系統之間的事件流，交給它來傳 | 分散式事件串流平台。 |
+| [jupyter/notebook](https://github.com/jupyter/notebook) | 在網頁裡寫程式碼，邊寫邊看結果 | 用於建立與分享文件的 Jupyter 互動式筆記本。 |
## 目前上榜的新儲存庫
@@ -133,7 +133,7 @@
| [hevnsnt/CVEngine](https://github.com/hevnsnt/CVEngine) | 從外面看你的系統哪裡有洞，並有證據 | 以 AI 為先的外部攻擊面評估：持續探索資產、以證據為基礎驗證漏洞，並整合開發者代理 MCP。 |
| [davemessew/AgentFlux](https://github.com/davemessew/AgentFlux) | 畫出 AI 工作流程，在自己電腦上跑 | 適用於視覺化工作流程與自主代理的代理式 AI 平台。可用 Docker 在你自己的電腦或伺服器上執行。 |
| [SAOS-3624/dsh-video-storyboard](https://github.com/SAOS-3624/dsh-video-storyboard) | 整段影片，壓成一張分鏡圖 | 針對 DeepSeek Harness 的場景感知分鏡：把 9–16 個帶編號的格子，連同時間戳記、逐字稿和音訊包絡，打包進同一張圖（384 個 token）。兩個工具… |
-| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 一個金鑰，呼叫多家 AI 模型 | 無審查 AI API 與模型——一組金鑰即可呼叫 Claude、GPT、Gemini、Grok、DeepSeek、GLM 和 Qwen，並在可用時提供無審查與 abliterated 變體。相容 OpenAI-… |
+| [routerhubSI/uncensored-ai-api](https://github.com/routerhubSI/uncensored-ai-api) | 不設審查的 AI 介面，一個金鑰多家模型 | 無審查 AI API 與模型——一組金鑰即可呼叫 Claude、GPT、Gemini、Grok、DeepSeek、GLM 和 Qwen，並在可用時提供無審查與 abliterated 變體。相容 OpenAI-… |
| [JunWan666/astrbot-for-android](https://github.com/JunWan666/astrbot-for-android) | 手機跑 AstrBot 和 NapCat，免 Root | 在 Android 手機上本機部署並管理 AstrBot 與 NapCat，內建 PRoot Ubuntu 執行環境，支援原生管理介面、WebUI、記錄檔、備份還原和獨立更新，無需 Root。 |
| [aa1143/NamiGPT](https://github.com/aa1143/NamiGPT) | 不懂大模型？從零手寫 GPT-2 看明白 | 零基礎入門大型語言模型（LLM）的基礎教學：從零手寫 GPT-2，一行行看懂大型語言模型是怎麼運作的 / 用 PyTorch 從零開始、一步步建構 GPT-2 |
| [jacke-pp/ai-wallet-binance](https://github.com/jacke-pp/ai-wallet-binance) | 讓 AI 用你自己的幣安錢包交易 | 讓任何 AI 用你自己的幣安 AI 錢包交易：秒買秒賣、狙擊 Agent 專屬發射台（Four、Flap、GANG）、AI 專屬 Mint、本機交易頁面。幣安簽名，不碰私鑰。免費開源 MIT · 作者：Jacke_pp · 聯絡：X @Jacke_pp（私訊） |
@@ -166,4 +166,4 @@
| [xanthichi/mcd-meal-mate](https://github.com/xanthichi/mcd-meal-mate) | 吃麥當勞不會搭？按即時菜單和營養來配 | M餐搭子：基於麥當勞 MCP 即時菜單與營養資料的智慧搭餐 Skill｜線上示範已上線 |
| [zeabur-oss/zeabur](https://github.com/zeabur-oss/zeabur) | 在自家 Kubernetes 上搭一個 PaaS | 運行在你自己的 Kubernetes 上的自行架設 PaaS。 |
| [sanjayadanushka712/TaskFlow](https://github.com/sanjayadanushka712/TaskFlow) | 一套從頭到尾的 DevOps 任務介面 | 端到端 DevOps TaskFlow API —— FastAPI、PostgreSQL、SQLAlchemy、Alembic、Docker Compose、Pytest 和 GitHub Actions CI、Kubernetes、prometheus、Grafana、helm、k9s、… |
-| [hugues31/duckpad](https://github.com/hugues31/duckpad) | 做資料轉換，用開源社群自己的工具 | 開源社群值得擁有的資料轉換工具。 |
+| [hugues31/duckpad](https://github.com/hugues31/duckpad) | 開源社群理應擁有的資料轉換工具 | 開源社群值得擁有的資料轉換工具。 |
diff --git a/docs/project-governance/CHANGELOG.md b/docs/project-governance/CHANGELOG.md
index 9ddd1fc..8fb0b08 100644
--- a/docs/project-governance/CHANGELOG.md
+++ b/docs/project-governance/CHANGELOG.md
@@ -30,6 +30,7 @@
- The 70 tracked projects now use the zh-Hans slogan set (pain first, only source facts; `tests/fixtures/slogans_zh.md`); zh-Hant / en / ja / ko were written to carry the same meaning and flavour. The 44 listed new repos were rewritten under the same rules (15 pre-activated installer labels and `t3dotgg/tstack` stay literal).
- The eight writing rules are part of `HOOK_RULE` / the hook prompt (`hooks.WRITING_RULES`). Previous hooks are kept as `hook_prev`; descriptions and translations are untouched.
+- Accuracy pass: every hook (70 projects + 43 rewritten new repos) was checked against the repo's own GitHub description and README. 23 hooks that added a feature absent from the source or skewed the core purpose were rewritten in all five languages (e.g. grype no longer says "before it goes live", drawio no longer says "drag", openclaw no longer says data never leaves the machine, uncensored-ai-api now says it is uncensored); daisyui shortened. `hook_prev` and all descriptions/translations are unchanged; `tests/fixtures/slogans_zh.md` carries the new zh-Hans column and a revision note.
## 2026-10-30 (one-line hooks)
diff --git a/tests/fixtures/slogans_zh.md b/tests/fixtures/slogans_zh.md
index 3083270..0b4e867 100644
--- a/tests/fixtures/slogans_zh.md
+++ b/tests/fixtures/slogans_zh.md
@@ -2,23 +2,25 @@
> 修订（2026-10-31）：用户确认 morluto/rea 的核心是「克隆软件」，该行新 slogan 由「看不懂的程序，让 AI 讲给你听」改为「让 AI 帮你克隆任何软件」。
+> 修订二（2026-10-31，准确优先）：逐条对照仓库自己的描述和 README 核实后，下列 slogan 因出现源里没有的功能或偏离核心而改写，并同步五种语言，右列「打中的痛点」同步改为不夹带事实的写法：opencode、security-audit-skill、openclaw、OmniRoute、helix、mise、grype、gosec、OWASP、react、svelte、astro、shadcn、terraform、penpot、drawio、daisyui（缩到 18 字以内）、phosphor、dbt、kafka、jupyter。
+
| repo | 旧一句话 | 新 slogan | 打中的痛点（半句） |
|---|---|---|---|
| morluto/rea | 让 AI 帮你逆向、复刻任何软件 | 让 AI 帮你克隆任何软件 | 盯汇编好几天还看不懂 |
-| anomalyco/opencode | 终端里的免费开源 AI 编程助手 | 不开浏览器，终端里就有 AI 写代码 | 写代码还要来回切网页 |
+| anomalyco/opencode | 终端里的免费开源 AI 编程助手 | 终端里，有个开源 AI 帮你写代码 | 想在终端里直接用 AI 写代码 |
| stablyai/orca | 多个 AI 编程智能体同台比拼 | 几个 AI 一起写，谁好用一眼看出 | 不知道哪个 AI 写得好 |
-| cloudflare/security-audit-skill | 两个 AI 互相挑代码漏洞 | AI 写完代码，再请一个 AI 挑刺 | AI 写的代码不敢放心用 |
+| cloudflare/security-audit-skill | 两个 AI 互相挑代码漏洞 | AI 查代码漏洞，另一个 AI 逐条复核 | AI 查出的漏洞真假难辨 |
| heygen-com/hyperframes | 像写网页一样做视频 | 不会剪辑，写网页一样就能出片 | 学剪辑软件太费劲 |
| DietrichGebert/ponytail | 治好 AI 写代码灌水 | 让 AI 少写废代码，该写的写对 | AI 写代码爱凑字数 |
| Graphify-Labs/graphify | 把整个代码库变成一张地图 | 大项目看不过来，先看这张地图 | 代码太多不知从哪读 |
-| openclaw/openclaw | 真能干活的 AI，数据不出电脑 | 能把事做完的 AI，数据留在本机 | 怕数据上传，又嫌 AI 只会聊天 |
+| openclaw/openclaw | 真能干活的 AI，数据不出电脑 | 能把事做完的 AI 助手，跑在自己设备上 | AI 只会聊天，事还得自己办完 |
| deepseek-ai/deepseek-harness | DeepSeek 开源智能体，插件自由拼装 | 想要什么智能体，用插件自己拼 | 现成智能体总差点意思 |
| affaan-m/ECC | 给编程智能体的性能调优套件 | 给编程 AI 加记忆、技能和安全检查 | 编程 AI 用着不够顺手 |
| yetone/magpie | 任意编程智能体，任意模型 | 编程 AI 换模型，额度用完自动续 | 额度一用完就得停工 |
| Panniantong/Agent-Reach | 让 AI 智能体看到整个互联网 | 推特油管小红书，AI 都能帮你搜 | AI 看不到各大平台内容 |
| Leonxlnx/taste-skill | 让编程智能体有审美 | 别再让 AI 做出千篇一律的页面 | AI 做的页面一个模样 |
| nextlevelbuilder/ui-ux-pro-max-skill | 让 AI 做的界面更专业 | AI 做的界面，看着像专业设计 | AI 做的界面不够专业 |
-| cheaper-inference/OmniRoute | 一个免费入口，接上百个模型 | 一个入口接几百个模型，额度自动切 | 模型太多，接入切换麻烦 |
+| cheaper-inference/OmniRoute | 一个免费入口，接上百个模型 | 一个入口接上千个模型，额度自动切 | 模型太多，接入切换麻烦 |
| paperclipai/paperclip | 像开公司一样管理 AI 智能体团队 | 一群 AI 干活，任务和花费一屏看 | AI 多了管不过来 |
| farion1231/cc-switch | 一键切换 AI 编程工具的接口 | 换接口不用改配置，一键切 | 手动改配置文件太烦 |
| NousResearch/hermes-agent | 会自我改进的 AI 智能体 | 越用越会干活的 AI 助手 | AI 每次都从头学 |
@@ -30,50 +32,50 @@
| oven-sh/bun | JavaScript 一站式工具箱 | 运行打包测试装包，一个工具全包 | JS 工具链装一堆 |
| biomejs/biome | 快速的网页代码格式化与检查 | 网页代码格式和检查，一个工具搞定 | 格式化检查要配好几个工具 |
| zed-industries/zed | 高性能、可多人协作的编辑器 | 打开就快，还能多人一起写代码 | 编辑器卡，协作不方便 |
-| helix-editor/helix | 自带 LSP 的模态编辑器 | 不装一堆插件，补全高亮都现成 | 编辑器插件配到崩溃 |
-| jdx/mise | 一个工具管所有开发工具版本 | 各种语言版本，一个工具管齐 | 版本管理器装了一堆 |
+| helix-editor/helix | 自带 LSP 的模态编辑器 | 语法高亮、语言服务都内置的文本编辑器 | 编辑器的语言支持要自己配 |
+| jdx/mise | 一个工具管所有开发工具版本 | 开发工具、环境变量、任务，一个工具管 | 工具、变量、任务各管各的 |
| cli/cli | GitHub 官方命令行工具 | 不开网页，命令行里处理 GitHub | 提 PR 看议题要切网页 |
| BurntSushi/ripgrep | 比 grep 更快的递归搜索 | 翻遍整个目录找文字，比 grep 快 | 大目录搜东西太慢 |
| aquasecurity/trivy | 容器、代码仓库一站式安全扫描 | 容器和代码仓，一次扫完安全问题 | 安全检查要换好几个工具 |
-| anchore/grype | 给容器镜像做漏洞扫描 | 镜像上线前，先查查有没有漏洞 | 不知道镜像里藏没藏漏洞 |
+| anchore/grype | 给容器镜像做漏洞扫描 | 容器镜像有没有漏洞，扫一下就知道 | 不知道镜像里藏没藏漏洞 |
| semgrep/semgrep | 快速扫描代码，揪出问题 | 代码里的问题，提交前先揪出来 | 问题上线后才发现 |
| projectdiscovery/nuclei | 用 YAML 模板快速扫漏洞 | 写个模板，就能批量扫漏洞 | 漏洞检查全靠手动 |
| falcosecurity/falco | 实时发现云上异常行为 | 云上有异常，第一时间知道 | 出事了才后知后觉 |
| google/osv-scanner | 查查依赖有没有已知漏洞 | 用的依赖安不安全，扫一下就知道 | 不清楚依赖有没有漏洞 |
-| securego/gosec | 给 Go 代码做安全检查 | Go 代码里的危险写法，提前查出 | Go 代码安全靠肉眼看 |
-| OWASP/CheatSheetSeries | 简明实用的安全最佳实践 | 安全该怎么做，查这几页就够 | 安全规范太多看不完 |
+| securego/gosec | 给 Go 代码做安全检查 | Go 代码的安全隐患，扫一遍就知道 | Go 代码安全靠肉眼看 |
+| OWASP/CheatSheetSeries | 简明实用的安全最佳实践 | 应用安全怎么做，看这套速查表 | 安全规范太多看不完 |
| vercel/next.js | React 全栈网页框架 | 用 React 做完整网站，从前到后 | 前后端要拼好几套 |
-| facebook/react | 搭建网页与原生界面的库 | 网页和 App 界面，用同一套写 | 网页和 App 要分开学 |
+| facebook/react | 搭建网页与原生界面的库 | 网页和 App 界面，都能用它来搭 | 网页和 App 要分开学 |
| vuejs/core | 渐进式 JavaScript 框架 | 从一个小页面开始，用多少学多少 | 框架太重，上手太难 |
-| sveltejs/svelte | 把框架编译掉的网页开发 | 写的是框架，跑的是轻巧网页 | 框架代码太臃肿 |
-| withastro/astro | 少发 JavaScript 的内容站框架 | 内容网站少带脚本，打开更轻快 | 内容站被脚本拖慢 |
+| sveltejs/svelte | 把框架编译掉的网页开发 | 你写组件，编译器变出高效的网页代码 | 框架代码太臃肿 |
+| withastro/astro | 少发 JavaScript 的内容站框架 | 做内容型网站，页面输出更轻量 | 内容站被脚本拖慢 |
| tailwindlabs/tailwindcss | 用工具类快速搭出定制界面 | 不写一大堆 CSS，也能做定制界面 | 手写 CSS 又慢又乱 |
-| shadcn-ui/ui | 好看的组件，直接复制进项目 | 好看的组件，复制进来就能用 | 组件库好看但改不动 |
+| shadcn-ui/ui | 好看的组件，直接复制进项目 | 好看的组件，代码归你，随便改 | 组件库好看但改不动 |
| tanstack/query | 管好异步数据的状态库 | 请求数据和缓存，交给它管 | 异步数据状态一团乱 |
| kubernetes/kubernetes | 生产级容器编排系统 | 容器多了，部署扩容交给它 | 容器一多就难管 |
| docker/compose | 定义并运行多容器应用 | 多个容器写进一个文件，一起跑 | 一个个启动容器太麻烦 |
-| hashicorp/terraform | 用代码管理云基础设施 | 云资源写成代码，改动有据可查 | 控制台点来点去易出错 |
+| hashicorp/terraform | 用代码管理云基础设施 | 云资源写成代码，可审阅、可版本管理 | 控制台点来点去易出错 |
| pulumi/pulumi | 用通用编程语言写基础设施 | 用熟悉的编程语言管云资源 | 不想学专用配置语言 |
| caddyserver/caddy | 自动 HTTPS 的快速网页服务器 | 搭网站服务器，HTTPS 自动配好 | 证书配置又难又容易过期 |
| traefik/traefik | 云原生反向代理与负载均衡 | 服务多了，流量自动分好 | 反向代理配置太复杂 |
| prometheus/prometheus | 系统监控与告警工具包 | 系统出问题，告警先找到你 | 系统挂了没人知道 |
| grafana/grafana | 指标、日志、链路一站式观测 | 指标日志链路，放进一个面板 | 排查问题要开好几个窗口 |
| excalidraw/excalidraw | 手绘风格的在线白板 | 打开就画，像在纸上随手画图 | 画图软件太正式太难用 |
-| penpot/penpot | 开源的团队设计与原型平台 | 团队做设计和原型，用开源的 | 设计工具贵还不自由 |
-| jgraph/drawio | 画流程图和白板的应用 | 流程图和示意图，拖拖就画好 | 画流程图对不齐太费劲 |
+| penpot/penpot | 开源的团队设计与原型平台 | 团队一起做设计，用开源平台 | 设计团队想用开源方案 |
+| jgraph/drawio | 画流程图和白板的应用 | 画图和白板，一个编辑器搞定 | 画图工具和白板要分开用 |
| lottiefiles/lottie-ios | iOS 上播放 AE 动画 | AE 做的动画，直接放进 iOS | 设计动画上 App 难还原 |
| airbnb/lottie-web | 网页上播放 AE 动画 | AE 做的动画，直接放进网页 | 网页动画难还原设计稿 |
-| saadeghi/daisyui | 最受欢迎的 Tailwind 组件库 | 用 Tailwind，也有现成组件可挑 | Tailwind 组件要自己拼 |
+| saadeghi/daisyui | 最受欢迎的 Tailwind 组件库 | Tailwind 也有现成组件可挑 | Tailwind 组件要自己拼 |
| lucide-icons/lucide | 社区打造的统一风格图标库 | 一套图标风格统一，拿来就用 | 图标东拼西凑不统一 |
-| phosphor-icons/homepage | 灵活好用的图标家族 | 界面图示演示，图标一套够用 | 不同场景要找不同图标 |
+| phosphor-icons/homepage | 灵活好用的图标家族 | 一整套灵活的图标，人人可用 | 不同场景要找不同图标 |
| duckdb/duckdb | 内嵌在应用里的 SQL 分析数据库 | 不搭数据库服务，也能跑 SQL 分析 | 分析小数据还要部署服务 |
| pola-rs/polars | 极快的 DataFrame 库 | 表格数据处理快，不用干等 | 处理大表格太慢 |
| apache/arrow | 跨语言的内存数据分析平台 | 不同语言之间，数据直接通用 | 跨语言传数据要转格式 |
-| dbt-labs/dbt-core | 用软件工程方式处理数据仓库 | 数仓 SQL 也能版本管理和测试 | 数仓 SQL 改乱了难追 |
+| dbt-labs/dbt-core | 用软件工程方式处理数据仓库 | 数据转换，照软件工程的做法来 | 数据转换缺少工程化做法 |
| apache/superset | 现代化的数据探索与可视化 | 数据看不懂，做成图就明白 | 数据堆着看不出门道 |
| ClickHouse/ClickHouse | 开源列式实时分析数据库 | 大量数据实时分析，用开源的 | 数据一多查询就慢 |
-| apache/kafka | 分布式事件流平台 | 系统之间传消息，稳稳接住 | 系统间消息容易丢 |
-| jupyter/notebook | 可交互的笔记本文档 | 代码结果和说明，放在一页里 | 代码和说明分开难分享 |
+| apache/kafka | 分布式事件流平台 | 系统之间的事件流，交给它来传 | 系统之间的事件数据难流转 |
+| jupyter/notebook | 可交互的笔记本文档 | 在网页里写代码，边写边看结果 | 想边写代码边看到结果 |
## 飙升榜 slogan 写法规则