GitHub 排行前十的 Agent Skills

总览

排名	项目	⭐ Stars	主语言	简介
1	obra/superpowers	231,283	Shell	An agentic skills framework & software development methodolo…
2	affaan-m/ECC	217,378	JavaScript	The agent harness performance optimization system. Skills, i…
3	anthropics/skills	152,231	Python	Public repository for Agent Skills
4	addyosmani/agent-skills	62,399	Shell	Production-grade engineering skills for AI coding agents.
5	hesreallyhim/awesome-claude-code	46,743	Python	A curated list of awesome skills, hooks, slash-commands, age…
6	Leonxlnx/taste-skill	46,100	JavaScript	Taste-Skill - gives your AI good taste. stops the AI from ge…
7	zhayujie/CowAgent	45,388	Python	Open-source super AI assistant & Agent Harness. Plans tasks,…
8	mvanhorn/last30days-skill	44,067	Python	AI agent skill that researches any topic across Reddit, X, Y…
9	sickn33/antigravity-awesome-skills	41,000	Python	Installable GitHub library of 1,500+ agentic skills for Clau…
10	danny-avila/LibreChat	39,371	TypeScript	Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSe…

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每个 Skill 可解决的 AI 使用痛点

1. obra/superpowers

• ⭐ Stars：231,283　主语言：Shell
• Topics：—
• 项目定位：An agentic skills framework & software development methodology that works.

README 要点摘要：

Superpowers is a complete software development methodology for your coding agents, built on top of a set of composable skills and some initial instructions that make sure your agent uses them. We’re hiring someone to help out full time with Superpowers community and code work. You can read about the job at https://primeradiant.com/jobs/superpowers-community-engineer/ If this sounds like someone you know, definitely send them our way. Give your agent Superpowers: Claude Code, Antigravity, Codex App, Codex CLI, Cursor, [Facto…

✅ 解决的 AI 使用痛点：

AI 编码 agent 难以稳定遵循复杂方法论、缺乏可复用的’技能包’体系
团队难以沉淀、共享、版本化 agent 的最佳实践与工作流
agent 行为随机、结果不可预期，缺乏结构化方法论约束

2. affaan-m/ECC

• ⭐ Stars：217,378　主语言：JavaScript
• Topics：ai-agents, anthropic, claude, claude-code, developer-tools, llm, mcp, productivity
• 项目定位：The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

README 要点摘要：

Language: English | Português (Brasil) | 简体中文 | 繁體中文 | 日本語 | 한국어 | Türkçe | Русский | Tiếng Việt | ไทย | Deutsch | Español > [!WARNING] > Official sources only. Install ECC only from verified channels: the GitHub repository github.com/affaan-m/ECC, the npm packages [ecc-universal](https://www.npmjs.com/pack…

✅ 解决的 AI 使用痛点：

Claude Code / Codex 等 agent 性能不稳定，缺乏记忆与安全护栏
agent 不会’自我优化’，缺乏 instincts（本能）与持续学习能力
研究先行（research-first）开发流程缺失，agent 容易盲目编码

3. anthropics/skills

• ⭐ Stars：152,231　主语言：Python
• Topics：agent-skills
• 项目定位：Public repository for Agent Skills

README 要点摘要：

Note: This repository contains Anthropic’s implementation of skills for Claude. For information about the Agent Skills standard, see agentskills.io. Skills are folders of instructions, scripts, and resources that Claude loads dynamically to improve performance on specialized tasks. Skills teach Claude how to complete specific tasks in a repeatable way, whether that’s creating documents with your company’s brand guidelines, analyzing data using your organization’s specific w…

✅ 解决的 AI 使用痛点：

缺乏官方、权威的 Agent Skills 标准范例与最佳实践
开发者不知如何为 Claude 等 agent 编写高质量、可被复用的 Skill
Skills 的目录结构、SKILL.md 规范、触发机制等缺少官方参考

4. addyosmani/agent-skills

• ⭐ Stars：62,399　主语言：Shell
• Topics：agent-skills, antigravity, antigravity-ide, claude-code, cursor, skills
• 项目定位：Production-grade engineering skills for AI coding agents.

README 要点摘要：

Production-grade engineering skills for AI coding agents. Skills encode the workflows, quality gates, and best practices that senior engineers use when building software. These ones are packaged so AI agents follow them consistently across every phase of development. ```DEFINE PLAN BUILD VERIFY REVIEW SHIP ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ │ Idea │ ───▶ │ Spec │ ───▶ │ Code │ ───▶ │ Test │ ───▶ │ QA │ ───▶ │ Go │ │Refine│ │ PRD │ │ Impl │ │Debug │ │ Gate │ │ Live │ └────…

✅ 解决的 AI 使用痛点：

生产级工程任务需要高质量、可直接复用的 agent 技能模板
Cursor / Claude Code 等编码 agent 缺少面向工程化的成套 skills
社区缺少经过工程化打磨、跨 IDE 可用的 skills 集合

5. hesreallyhim/awesome-claude-code

• ⭐ Stars：46,743　主语言：Python
• Topics：agent-skills, agentic-code, agentic-coding, ai-workflow-optimization, ai-workflows, anthropic, anthropic-claude, awesome, awesome-claude-code, awesome-list, awesome-lists, awesome-resources, claude, claude-code, coding-agent, coding-agents, coding-assistant, coding-assistants, llm
• 项目定位：A curated list of awesome skills, hooks, slash-commands, agent orchestrators, applications, and plugins for Claude Code by Anthropic

README 要点摘要：

A delightfully curated collection of the finest of resources for the most excellent of agents, Claude Code, by Anthropic PBC. Contains high quality skills, agents, hooks, status lines, orchestrators, developer tooling, and all the latest features that the Claude Code team continue to ship. Suitable for beginners and veterans, with an emphasis on code quality, security, and originality. > [!NOTE] > The old ways have come and gone. It’s time to embrace the next phase. > The previous Table of Contents was no longer fit for purpose, so a new organizational system is being prepared. Thanks to every…

✅ 解决的 AI 使用痛点：

信息分散，难以一站式发现优质的 Claude Code skills/hooks/命令
使用者不知道有哪些现成 skills 可装、怎么用、效果如何
awesome 列表式的策展缺失，筛选成本高

6. Leonxlnx/taste-skill

• ⭐ Stars：46,100　主语言：JavaScript
• Topics：agent, ai, claude, claude-code, codex, coding, design, frontend, lowcode, nocode, skill, skills, vibecoding
• 项目定位：Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop

README 要点摘要：

The Anti-Slop Frontend Framework for AI Agents Sponsors Become a sponsor Portable Agent Skills that upgrade AI-built interfaces: stronger layout, typography, motion, and spacing instead of boilerplate-looking UIs. This repo also includes image-generation skills for reference boards (web, mobile, brand kits). Pair them with ChatGPT Images or similar generators, then hand the frames to Codex, Cursor, or Claude Code for implementation. Taste Skill has no official token, coin, or crypto project. Any token using my name, image, or project is unaffiliated and not endorsed by me. Disclaim…

✅ 解决的 AI 使用痛点：

AI 生成的界面千篇一律、像模板’水货 UI’（slop），缺乏设计品味
通用大模型在前端布局、排版、动效、间距上缺乏专业判断
缺乏可移植的 Agent Skill 来统一升级 AI 所生成界面的视觉质量

7. zhayujie/CowAgent

• ⭐ Stars：45,388　主语言：Python
• Topics：ai, ai-agent, ai-agents, chatgpt-on-wechat, claude, claude-code, codex, cowagent, deepseek, harness, llm, mcp, multi-agent, openai, openclaw, skills
• 项目定位：Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install. (formerly chatgpt-on-wechat)

README 要点摘要：

[English] | [ 中文 ] | [ 日本語 ] CowAgent is an open-source super AI assistant that proactively plans tasks, controls your computer and external services, creates and runs Skills, builds a personal knowledge base and long-term memory, and grows alongside you through self-evolution — a reference implementation of Agent Harness engineering. CowAgent is lightweight, easy to deploy, and built to extend. Plug in any major LLM provider and run it 24/7 on a personal computer or server, across the web and all major IM platforms. 🌐 Website · 📖 Docs · 🚀 Quick Start · 🧩 Skill Hub · ☁️ Try Online | Capabi…

✅ 解决的 AI 使用痛点：

需要一个能自主规划任务、调用工具与 skills 的开源超级助手框架
agent 缺乏长期记忆与个人知识库，无法持续学习与自我进化
多模型、多渠道（IM/Web）部署门槛高，希望一行命令即可运行

8. mvanhorn/last30days-skill

• ⭐ Stars：44,067　主语言：Python
• Topics：ai-prompts, ai-skill, bluesky, claude, claude-code, clawhub, deep-research, hackernews, instagram, openclaw, polymarket, recency, reddit, research, social-media, tiktok, trends, twitter, web-search, youtube
• 项目定位：AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary

README 要点摘要：

An AI agent-led search engine scored by upvotes, likes, and real money - not editors. This README tracks the current v3 pipeline. The runtime skill spec lives in skills/last30days/SKILL.md, which is the source of truth for the latest command and setup behavior. Claude Code (recommended — auto-updates via marketplace): /plugin marketplace add mvanhorn/last30days-skill /plugin install last30days Codex, Cursor, Copilot, Gemini CLI, or any of 50+ Agent Skills hosts: npx skills add mvanhorn/last30days-skill -g (-g…

✅ 解决的 AI 使用痛点：

大模型知识截止后存在时效盲区，对近期热点/趋势一无所知
跨 Reddit、X、YouTube、HN 等多平台的实时信息检索与聚合成本高
agent 缺少’按点赞/真实下注排序’的可信信息源，容易编造内容

9. sickn33/antigravity-awesome-skills

• ⭐ Stars：41,000　主语言：Python
• Topics：agent-skills, agentic-skills, ai-agent-skills, ai-agents, ai-coding, ai-workflows, antigravity, antigravity-skills, claude-code, claude-code-skills, codex-cli, codex-skills, cursor, cursor-skills, developer-tools, gemini-cli, gemini-skills, kiro, mcp, skill-library
• 项目定位：Installable GitHub library of 1,500+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes specialized plugins, installer CLI, bundles, workflows, and official/community skill collections.

README 要点摘要：

> Installable GitHub library of 1,595+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and other AI coding assistants. Antigravity Awesome Skills is an installable GitHub library and npm installer for reusable SKILL.md playbooks. It is designed for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, Kiro, OpenCode, GitHub Copilot, and other AI coding assistants that benefit from structured operating instructions. Instead of collecting o…

✅ 解决的 AI 使用痛点：

分散在各处的 1500+ agent skills 难以统一安装、管理与更新
跨 Claude Code/Cursor/Codex/Gemini 等不同 IDE 的 skills 兼容性问题
缺少结构化 SKILL.md playbook 与 npm 安装器的标准化分发方式

10. danny-avila/LibreChat

• ⭐ Stars：39,371　主语言：TypeScript
• Topics：ai, anthropic, artifacts, aws, azure, chatgpt, chatgpt-clone, claude, clone, deepseek, gemini, google, gpt-5, librechat, mcp, o1, openai, responses-api, vision, webui
• 项目定位：Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active

README 要点摘要：

LibreChat English · 中文 - 🖥️ UI & Experience inspired by ChatGPT with enhanced design and features - 🤖 AI Model Selection: - Anthropic (Claude), AWS Bedrock, OpenAI, Azure OpenAI, Google, Vertex AI, OpenAI Responses API (incl. Azure) - Custom Endpoints: Use any OpenAI-compatible API with LibreChat, no proxy required - Compatible with Local & Remote AI Providers: - Ollama, groq, Cohere, Mistral AI, Apple MLX, koboldcpp, together.ai, - OpenRouter, Helico…

✅ 解决的 AI 使用痛点：

ChatGPT 等闭源服务无法自托管，数据隐私与多用户权限难以保障
希望在统一界面里切换多家前沿模型（Claude/OpenAI/Gemini/本地）
缺乏集成 Agents、MCP、Skills、Artifacts 的开源增强型对话平台

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说明

• 排名以抓取时刻 GitHub stars 为准，会随时间变化；
• ‘解决的痛点’ 基于各项目 README 与定位归纳，旨在帮助快速判断适用场景；
• 原始结构化数据见同目录 raw_data.json。