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This view contains entries created less than 30 days ago. The stored editorial content remains in English.
排序方式
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories.
该排名的计算方式
The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.
工具排名
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。
- 1活跃
An agent organization for Claude Code, structured as a company — 15+ departments, 125+ skills, each independently installable.
github实测增长Measured age: 5 days221.99 GitHub 星标 per day over 3 days
Daily change decreased by 297.22 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 71/100打开来源 ↗安装
/plugin marketplace add cbrock84/headcount964GitHub 星标+666 (+223.5 %) - 2活跃
Autoprompt is a coding-agent skill that cuts failures by 45% on agentic coding tasks.
github实测增长Measured age: 16 days9.6 GitHub 星标 per day over 5 days
Daily change decreased by 7.01 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 33.6/100打开来源 ↗安装
git clone https://github.com/Spielewoy/autoprompt-skill ~/.claude/skills/autoprompt-skill960GitHub 星标+48 (+5.3 %) - 3活跃
pdfcn
其他Beautiful pdf components, built on Takumi and Forme. 100% Free, Zero config, one command setup.
github实测增长Measured age: 23 days10.5 GitHub 星标 per day over 6 days
Daily change increased by 18.23 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 32.8/100打开来源 ↗944GitHub 星标+63 (+7.2 %) - 4活跃
kumone
其他雲の音 — Native macOS NetEase Cloud Music client built with SwiftUI
github实测增长Measured age: 18 days19.16 GitHub 星标 per day over 6 days
Daily change increased by 6.19 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 37.4/100打开来源 ↗922GitHub 星标+115 (+14.3 %) - 5活跃
A minimal chatbot template built with Next.js, AI SDK, shadcn/ui, shadcn/react, shadcn/typeset. It runs on the Vercel AI Gateway.
github实测增长Measured age: 23 days7.5 GitHub 星标 per day over 4 days
Daily change increased by 1.13 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 30/100打开来源 ↗902GitHub 星标+30 (+3.4 %) - 6活跃
[dsh]为纯文本模型设计更强大的视觉工具箱：一行安装使用、粘贴图片直接识别、多张图片问答、截图到前端UI 还原等｜DeepSeek Harness-native integration for agent-vision-toolkit: image Q&A, long-screenshot OCR, UI restoration, grounding, pixel diff, Artifacts, and Web UI.
github实测增长Measured age: 21 days2.8 GitHub 星标 per day over 5 days
Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 28.4/100打开来源 ↗安装
git clone https://github.com/Anionex/dsh-vision-toolkit ~/.claude/skills/dsh-vision-toolkit850GitHub 星标+14 (+1.7 %) - 7活跃
Purge multi-vendor AI watermarks: clean Unicode text, apply statistical rewrite hooks, and clear C2PA plus metadata from PNG, JPEG, SVG, PDF, DOCX, HTML, and MD.
github实测增长Measured age: 10 days3.6 GitHub 星标 per day over 5 days
Daily change decreased by 1.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 33/100打开来源 ↗安装
/plugin marketplace add ShadowAqueduct/watermark-remover839GitHub 星标+18 (+2.2 %) - 8活跃
Dalaran
其他Dalaran — Apache-2.0, robotics-first visualization and data infrastructure for multimodal time-series. ROS 2 native, reads existing .rrd recordings. A hard fork of Rerun.
github实测增长Measured age: 27 days-6.66 GitHub 星标 per day over 3 days
Daily change decreased by 20.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 24.5/100打开来源 ↗774GitHub 星标-20 (-2.5 %) - 9活跃
Cybermes
智能体Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.
github实测增长Measured age: 15 days16.49 GitHub 星标 per day over 6 days
Daily change increased by 13.33 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 38.1/100打开来源 ↗725GitHub 星标+99 (+15.8 %) - 10活跃
复刻网站的 Agent Skill：抓只读镜像、从压缩代码逐行还原、自动比对验收。An agent skill that mirrors a website, rebuilds it from the minified code, and verifies the result with automated diffs.
github估算动量Measured age: 23 days30.96 GitHub 星标 per day over 23 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 43.4/100打开来源 ↗安装
git clone https://github.com/boyang-hu/website-rebuild-skill ~/.claude/skills/website-rebuild-skill712GitHub 星标— - 11活跃
让 Codex 根据最终结果生成标题、注释、commit 和 PR，减少被否决方案在交付中的残留。
github实测增长Measured age: 13 days22.99 GitHub 星标 per day over 5 days
Daily change increased by 3.49 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 40.6/100打开来源 ↗安装
git clone https://github.com/LB623/no-negative-echo ~/.claude/skills/no-negative-echo667GitHub 星标+115 (+20.8 %) - 12活跃
How top iOS apps say hello | 10 animated welcome screens inspired by top-earning apps. Rebuilt in React Native + Expo.
github实测增长Measured age: 26 days1.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.5/100打开来源 ↗573GitHub 星标+7 (+1.2 %) - 13活跃
Phone numbers for AI agents: order a private number, read the SMS verification code, hand it back.
mcp实测增长Measured age: 27 days-0.2 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 24.5/100打开来源 ↗安装
claude mcp add mcp-server -- npx sv-number-mcp560GitHub 星标-1 (-0.18 %) - 14活跃
聂·基层运行逻辑 · Agent Skill：基于聂辉华《基层中国的运行逻辑》的方法论工具箱（不含原书全文）
github实测增长Measured age: 24 days1.6 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.5/100打开来源 ↗安装
git clone https://github.com/ayi-ai/nie-grassroots-logic ~/.claude/skills/nie-grassroots-logic543GitHub 星标+8 (+1.5 %) - 15活跃
Authorize consequential AI agent actions before execution
mcp实测增长Measured age: 20 days-0.6 GitHub 星标 per day over 5 days
Daily change increased by 3 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 27.5/100打开来源 ↗安装
claude mcp add mcp -- npx @decionis/mcp530GitHub 星标-3 (-0.56 %) - 16活跃
Agent skill that turns Claude Code / Codex into a motion-design studio for voiceover-driven explainer videos — word-level voiceover sync, 78 motion recipe cards, an anti-slideshow camera system, Remotion rendering.
github实测增长Measured age: 11 days147 GitHub 星标 per day over 3 days
Daily change increased by 82.41 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 68/100打开来源 ↗安装
git clone https://github.com/Vincentwei1021/video-talkcraft ~/.claude/skills/video-talkcraft508GitHub 星标+441 (+658.2 %) - 17活跃
A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.
github实测增长Measured age: 21 days21.16 GitHub 星标 per day over 6 days
Daily change increased by 48.44 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 39.7/100打开来源 ↗489GitHub 星标+127 (+35.1 %) - 18活跃
An entire marketing department as one Claude skill. 14 modules: audits scored 0-100, an 18-tactic hook engine, copy graded before you see it, ad diagnosis, GEO, email, launches, pricing. Works in Claude, Codex and Cursor.
github实测增长Measured age: 17 days11.59 GitHub 星标 per day over 5 days
Daily change decreased by 0.51 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 34.1/100打开来源 ↗安装
git clone https://github.com/Yuzzyuk/marketing-os ~/.claude/skills/marketing-os453GitHub 星标+58 (+14.7 %) - 19活跃
Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.
github实测增长Measured age: 23 days33.98 GitHub 星标 per day over 5 days
Daily change decreased by 2.02 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 40/100打开来源 ↗安装
git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus424GitHub 星标+170 (+66.9 %) - 20活跃
Self-contained malware research hub: curated catalog of 80 families (1971-2024) + 2,764 real encrypted samples, indexed and searchable. Local Flask app, bilingual.
github实测增长Measured age: 28 days0.33 GitHub 星标 per day over 6 days
Daily change increased by 1.01 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 24.4/100打开来源 ↗409GitHub 星标+2 (+0.49 %) - 21活跃
Prove and remove accidental codebase complexity without breaking behavior.
github实测增长Measured age: 10 days46.38 GitHub 星标 per day over 5 days
Daily change increased by 3.49 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 48.9/100打开来源 ↗安装
git clone https://github.com/tt-a1i/simplify-codebase ~/.claude/skills/simplify-codebase402GitHub 星标+232 (+136.5 %) - 22活跃
Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.
github实测增长Measured age: 22 days4.5 GitHub 星标 per day over 6 days
Daily change increased by 4.09 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 29.2/100打开来源 ↗388GitHub 星标+27 (+7.5 %) - 23活跃
Fire your SEO·GEO agency 🔥 A Claude Code skill that audits and optimizes SEO·AEO·GEO·LLMO·NEO(Naver) by itself — 월 50~350만 원짜리 'AI 검색 최적화' 대행, AI 에이전트가 대체합니다
github实测增长Measured age: 7 days23.99 GitHub 星标 per day over 5 days
Daily change decreased by 19.51 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 42.9/100打开来源 ↗安装
git clone https://github.com/leopard627/fire-your-seo-agency ~/.claude/skills/fire-your-seo-agency384GitHub 星标+120 (+45.5 %) - 24活跃
MasterAgent
智能体Build AI agents that run 100% on-device. Sub-100ms latency on Qualcomm NPU. Zero cloud dependency.
github实测增长Measured age: 23 days-2.5 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.1/100打开来源 ↗374GitHub 星标-15 (-3.9 %)
学习与参考资源
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. 这些资源可单独访问，不参与主要排名。
- 1活跃打开来源 ↗
A source-grounded course and architectural reference for engineers designing systems that must survive real traffic, partial failure, security review, and changing requirements, spanning enterprise system design, distributed systems, AI…
github资源实测增长590GitHub 星标+6 (+1.0 %)