skillmatic-ai/awesome-agent-skills
The definitive resource for Agent Skills - modular capabilities revolutionizing AI agent architecture
Deep Analysis
Agent Skills 资源汇总库,提供 AI 代理模块化能力的标准化规范和生态系统资源导航
Core Features
Technical Implementation
- 节省 90%+ 的空闲 token 消耗,解决上下文窗口瓶颈
- 支持主流 AI 编码平台(Claude Code、OpenAI Codex、GitHub Copilot、Cursor 等)
- 查找和发现可用的 Agent Skills 资源
- 学习如何构建和集成标准化 AI 代理技能
- 本身是资源聚合列表而非具体技能实现,需要跳转到各平台获取实际技能
🎯 Awesome Agent Skills 
💡 What Are Agent Skills?
Agent Skills mark a fundamental shift from monolithic AI systems to composable agent architectures. Rather than embedding capabilities through expensive fine-tuning or bloating context windows with static documentation, skills provide modular, on-demand knowledge injection through standardized SKILL.md packages.
The Architecture
Progressive Disclosure at Scale: Skills leverage a three-tier context management strategy:
- Discovery (~50 tokens): Lightweight metadata (name + description) loads at startup
- Activation (~2-5K tokens): Full
SKILL.mdinstructions load when task-relevant - Execution: Referenced scripts and resources accessed dynamically
This architecture delivers:
- 🧠 Infinite capability scaling - No context window trade-offs
- ⚡ Sub-second skill loading - Zero startup latency penalty
- 🔄 Cross-platform portability - Write once, deploy to any compatible agent
- 📦 Frictionless distribution - Share via Git, install like packages
The Revolution
From specialized agents to universal platforms: Instead of building separate coding agents, research agents, and analysis agents, the industry is converging on general-purpose agents with skill libraries. One agent. Unlimited specializations. Dynamic composition.
"We used to think agents in different domains will look very different. The agent underneath is actually more universal than we thought."
— Barry Zhang, Anthropic Research
The open standard advantage: Major platforms (OpenAI, GitHub, Microsoft, Cursor) have adopted the Agent Skills specification, creating network effects: every skill you create works across the entire ecosystem. This is the npm moment for AI agents.
🏷️ Key Topics
agent-skills · ai-agents · claude-code · gemini-cli ·codex · skill-md · progressive-disclosure · context-management · ai-development · mcp · agent-architecture · agentic-ai · automation · productivity
👉 New to Agent Skills? Start here: agentskills.io
📚 What's Inside?
- Start Here - Introduction to the concepts
- Phase 1: Learn the Fundamentals - Articles and videos to get started
- Phase 2: Use Existing Skills - Platforms and ready-to-use libraries
- Phase 3: Build & Integrate - Create your own skills and tools
- Phase 4: Master & Research - Advanced engineering and theory
- Frequently Asked Questions - Common questions answered
- Community & Contributing - Join the movement
🏁 Start Here
New to Agent Skills? These resources will take you from zero to understanding the core concepts in minutes.
🎓 Getting Started
- What are skills? - Perfect introduction for beginners
- Using skills in Claude - Quick start guide
- Agent Skills Review - 25-second feature highlight
🎓 Phase 1: Learn the Fundamentals
Understand the "Why" and "How". Before diving into code, grasp the architectural shift and best practices.
📰 Key Concepts & Articles
- Equipping agents for the real world with Agent Skills - The original announcement from Anthropic Engineering
- Agent Skills Explained: Why This Changes Everything - 17-minute analysis of why Skills matter for AI development
- Claude Skills vs MCP: Complete Guide - Comparison of Skills and Model Context Protocol architectures
- The Great AI Agent Configuration Confusion - Understanding configuration standards (SKILL.md, AGENTS.md)
- Using skills with Deep Agents - How generalist agents use skills for efficiency
🎬 Video Introductions
- Don’t Build Agents, Build Skills Instead (Anthropic) - Why “skills” are the scalable abstraction for agent capability
- A better way to build agents? Claude Agent Skills Tutorial + Demo - 11-minute intro: Is Agent Skills the next big standard after MCP?
- Claude's new 'Agent Skills' - 1-minute quick overview - installable "mini-brains"
- Claude Code Skills just Built me an AI Agent Team (2026 Guide) - 27-minute beginner guide to building general AI agents
🛠️ Phase 2: Use Existing Skills
Experience the power. Don't build from scratch—leverage the ecosystem of platforms and pre-built libraries.
🎨 Supported Platforms & IDEs
Where can you use Agent Skills today?
- Claude Code - Anthropic's coding tool with first-class skills support (docs)
- OpenAI Codex - OpenAI's CLI agent with Agent Skills support (docs)
- Gemini CLI - Google's solution for bringing Gemini into the terminal (docs)
- Cursor - AI-powered code editor with native skills integration (docs)
- VS Code - Microsoft's editor with Agent Skills in Insiders build (docs)
- GitHub Copilot - GitHub's AI coding assistant with Agent Skills support (docs)
- OpenCode - AI development tool with built-in Agent Skills support (docs)
- Amp - Next-gen AI coding assistant (docs)
- Goose - Open source AI agent framework (docs)
- Letta - Build stateful LLM agents with memory (docs)
📦 Ready-to-Use Skill Libraries
Tap into battle-tested capabilities.
🔥 Top Picks
- Official collection from Anthropic (document editing, data analysis, etc.)
- Official collection from OpenAI (Codex skills catalog)
- Official collection from Hugging Face (compatible with Claude, Codex, Gemini)
- 50+ verified skills for Claude Code and Claude.ai
- Skills for specialized capabilities
📂 More Collections
- Multi-agent collaboration skills
- Pydantic AI integration
- Skills for DSPy framework
- Document editing, data analysis, and project management
- Curated Claude Agent Skills collection
- Freeact agent library skills
🏪 Skill Marketplaces
- SkillsMP - Agent Skills marketplace for Claude Code/Codex (discover, install, and share skills)
- Skillstore - Curated, security-audited Agent Skills marketplace for Claude Code and Codex
🏗️ Phase 3: Build & Integrate
Create your own. Learn to author SKILL.md files and integrate them into your workflows.
📝 How to Build Skills
- How to create custom skills - Step-by-step authoring guide
- Skills API Quickstart - Technical documentation
- How I Built Agent Skills for Claude Code - 8-minute tutorial on building custom Agent Skills from scratch
- Claude Agent Skills Tutorial - Comprehensive implementation tutorial with SKILL.md format
🔧 Developer Tools
Frameworks and utilities for building and loading skills.
- LangChain Multi-Agent Skills - Official documentation on implementing the skills pattern in LangChain
- [SkillCheck](https://github.com/agen
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code-yeongyu/oh-my-opencode
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nextlevelbuilder/ui-ux-pro-max-skill
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A practical solution for Claude's memory issues.
OthmanAdi/planning-with-files
OthmanAdiClaude Code skill implementing Manus-style persistent markdown planning — the workflow pattern behind the $2B acquisition.
Context engineering best practices; an open-source implementation of Manus mode.

