Improve readability: clickable skill descriptions + sort links by popularity
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README.md
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README.md
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@ -57,77 +57,82 @@ This architecture delivers:
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**Multi-skill repositories** with diverse capabilities:
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- [🏢 Official collection from Anthropic (document editing, data analysis, etc.)](https://github.com/anthropics/skills){:target="_blank"}
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- [⭐ 50+ verified skills for Claude Code and Claude.ai](https://github.com/karanb192/awesome-claude-skills){:target="_blank"}
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- [🗂️ Curated Claude Agent Skills collection](https://github.com/hikanner/agent-skills){:target="_blank"}
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- [🎨 Voice AI, image generation, and web development](https://github.com/lifegenieai/claude-skills){:target="_blank"}
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- [🤝 Multi-agent collaboration skills](https://github.com/GuDaStudio/skills){:target="_blank"}
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- [🐍 Pydantic AI integration](https://github.com/DougTrajano/pydantic-ai-skills){:target="_blank"}
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- [🔮 Skills for DSPy framework](https://github.com/OmidZamani/dspy-skills){:target="_blank"}
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- [🎬 Freeact agent library skills](https://github.com/gradion-ai/freeact-skills){:target="_blank"}
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- [📊 Document editing, data analysis, and project management](https://github.com/ponderous-dustiness314/awesome-claude-skills){:target="_blank"}
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- [✨ Productivity-focused skills](https://github.com/jacintarefined358/awesome-claude-skills){:target="_blank"}
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- [🎯 Skills for specialized capabilities](https://github.com/shajith003/awesome-claude-skills){:target="_blank"}
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- <a href="https://github.com/anthropics/skills" target="_blank" rel="noopener noreferrer">🏢 Official collection from Anthropic (document editing, data analysis, etc.)</a>
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- <a href="https://github.com/GuDaStudio/skills" target="_blank" rel="noopener noreferrer">🤝 Multi-agent collaboration skills</a>
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- <a href="https://github.com/karanb192/awesome-claude-skills" target="_blank" rel="noopener noreferrer">⭐ 50+ verified skills for Claude Code and Claude.ai</a>
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- <a href="https://github.com/DougTrajano/pydantic-ai-skills" target="_blank" rel="noopener noreferrer">🐍 Pydantic AI integration</a>
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- <a href="https://github.com/OmidZamani/dspy-skills" target="_blank" rel="noopener noreferrer">🔮 Skills for DSPy framework</a>
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- <a href="https://github.com/shajith003/awesome-claude-skills" target="_blank" rel="noopener noreferrer">🎯 Skills for specialized capabilities</a>
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- <a href="https://github.com/ponderous-dustiness314/awesome-claude-skills" target="_blank" rel="noopener noreferrer">📊 Document editing, data analysis, and project management</a>
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- <a href="https://github.com/hikanner/agent-skills" target="_blank" rel="noopener noreferrer">🗂️ Curated Claude Agent Skills collection</a>
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- <a href="https://github.com/gradion-ai/freeact-skills" target="_blank" rel="noopener noreferrer">🎬 Freeact agent library skills</a>
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- <a href="https://github.com/jacintarefined358/awesome-claude-skills" target="_blank" rel="noopener noreferrer">✨ Productivity-focused skills</a>
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- <a href="https://github.com/lifegenieai/claude-skills" target="_blank" rel="noopener noreferrer">🎨 Voice AI, image generation, and web development</a>
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### 🎯 Individual Skills by Category
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#### 💻 Development & Programming
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- [Stream Coding methodology (10-20x velocity)](https://github.com/frmoretto/stream-coding){:target="_blank"}
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- [Multi-language code execution](https://github.com/formulahendry/agent-skill-code-runner){:target="_blank"}
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- [Swift Programming Language reference](https://github.com/kylehughes/the-unofficial-swift-programming-language-skill){:target="_blank"}
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- [Swift Concurrency Migration guide](https://github.com/kylehughes/the-unofficial-swift-concurrency-migration-skill){:target="_blank"}
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- [Obsidian.md plugin development](https://github.com/gapmiss/obsidian-plugin-skill){:target="_blank"}
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- <a href="https://github.com/kylehughes/the-unofficial-swift-concurrency-migration-skill" target="_blank" rel="noopener noreferrer">Swift Concurrency Migration guide</a>
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- <a href="https://github.com/kylehughes/the-unofficial-swift-programming-language-skill" target="_blank" rel="noopener noreferrer">Swift Programming Language reference</a>
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- <a href="https://github.com/gapmiss/obsidian-plugin-skill" target="_blank" rel="noopener noreferrer">Obsidian.md plugin development</a>
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- <a href="https://github.com/frmoretto/stream-coding" target="_blank" rel="noopener noreferrer">Stream Coding methodology (10-20x velocity)</a>
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- <a href="https://github.com/formulahendry/agent-skill-code-runner" target="_blank" rel="noopener noreferrer">Multi-language code execution</a>
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#### 🔒 Security & Operations
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- [Offensive/defensive security operations with sub-agents](https://github.com/gadievron/raptor){:target="_blank"}
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- <a href="https://github.com/gadievron/raptor" target="_blank" rel="noopener noreferrer">Offensive/defensive security operations with sub-agents</a>
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#### 🔧 Integration & Automation
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- [Web browser capability for agents](https://github.com/SawyerHood/dev-browser){:target="_blank"}
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- [Skills for any agent via CLI or MCP](https://github.com/gotalab/skillport){:target="_blank"}
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- [Load skills using Model Context Protocol](https://github.com/DiscreteTom/agent-skills-mcp){:target="_blank"}
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- [Google Sheets CLI automation](https://github.com/gmickel/sheets-cli){:target="_blank"}
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- [Spotify API integration](https://github.com/fabioc-aloha/spotify-skill){:target="_blank"}
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- [MIDI file generation from text](https://github.com/tubone24/midi-agent-skill){:target="_blank"}
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- <a href="https://github.com/SawyerHood/dev-browser" target="_blank" rel="noopener noreferrer">Web browser capability for agents</a>
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- <a href="https://github.com/gotalab/skillport" target="_blank" rel="noopener noreferrer">Skills for any agent via CLI or MCP</a>
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- <a href="https://github.com/DiscreteTom/agent-skills-mcp" target="_blank" rel="noopener noreferrer">Load skills using Model Context Protocol</a>
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- <a href="https://github.com/gmickel/sheets-cli" target="_blank" rel="noopener noreferrer">Google Sheets CLI automation</a>
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- <a href="https://github.com/fabioc-aloha/spotify-skill" target="_blank" rel="noopener noreferrer">Spotify API integration</a>
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- <a href="https://github.com/tubone24/midi-agent-skill" target="_blank" rel="noopener noreferrer">MIDI file generation from text</a>
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#### 🧠 AI & Context Engineering
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- [Context engineering techniques](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering){:target="_blank"}
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- [Mind cloning with LLM skills](https://github.com/yzfly/Mind-Cloning-Engineering){:target="_blank"}
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- [System Skill Pattern (skills that remember & improve)](https://github.com/jakedahn/pomodoro){:target="_blank"}
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- [Auto-convert Skills for AGENTS.md](https://github.com/dave1010/skills-to-agents){:target="_blank"}
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- <a href="https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering" target="_blank" rel="noopener noreferrer">Context engineering techniques</a>
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- <a href="https://github.com/dave1010/skills-to-agents" target="_blank" rel="noopener noreferrer">Auto-convert Skills for AGENTS.md</a>
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- <a href="https://github.com/jakedahn/pomodoro" target="_blank" rel="noopener noreferrer">System Skill Pattern (skills that remember & improve)</a>
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- <a href="https://github.com/yzfly/Mind-Cloning-Engineering" target="_blank" rel="noopener noreferrer">Mind cloning with LLM skills</a>
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## 🛠️ Tools & Platforms
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**The ecosystem is here.** Industry-leading platforms have already integrated Agent Skills - your next agent build starts with choosing the right foundation.
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### 🎨 IDEs & Code Editors
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- [OpenCode](https://opencode.ai/) - 🎯 AI development tool with built-in Agent Skills support
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- [Cursor](https://cursor.com/) - ⚡ AI-powered code editor with native skills integration ([docs](https://cursor.com/docs/context/skills))
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- [Amp](https://ampcode.com/) - 🚀 Next-gen AI coding assistant
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- [Claude Code](https://claude.ai/code) - 🤖 Anthropic's coding tool with first-class skills support
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- [OpenAI Codex](https://developers.openai.com/codex/skills/) - 💻 OpenAI's CLI agent with Agent Skills support
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### 🤖 AI Agent Platforms
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- [Cursor](https://cursor.com/) - ⚡ AI-powered code editor with native skills integration ([docs](https://cursor.com/docs/context/skills))
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- [Claude Code](https://claude.ai/code) - 🤖 Anthropic's coding tool with first-class skills support
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- [OpenAI Codex](https://developers.openai.com/codex/skills/) - 💻 OpenAI's CLI agent with Agent Skills support
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- [OpenCode](https://opencode.ai/) - 🎯 AI development tool with built-in Agent Skills support
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- [Amp](https://ampcode.com/) - 🚀 Next-gen AI coding assistant
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- [Letta](https://www.letta.com/) - 🧠 Build stateful LLM agents with memory
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- [Goose](https://block.github.io/goose/) - 🦆 Open source AI agent framework
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### 🤖 AI Agent Platforms
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- [GitHub Copilot](https://github.com/features/copilot) - 💙 GitHub's AI coding assistant with Agent Skills support ([docs](https://docs.github.com/copilot/concepts/agents/about-agent-skills), [announcement](https://github.blog/changelog/2025-12-18-github-copilot-now-supports-agent-skills/))
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- [VS Code](https://code.visualstudio.com/) - 💻 Microsoft's editor with Agent Skills in Insiders build
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- [GitHub Copilot](https://github.com/features/copilot) - 💙 GitHub's AI coding assistant with Agent Skills support ([docs](https://docs.github.com/copilot/concepts/agents/about-agent-skills), [announcement](https://github.blog/changelog/2025-12-18-github-copilot-now-supports-agent-skills/))
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- [VS Code](https://code.visualstudio.com/) - 💻 Microsoft's editor with Agent Skills in Insiders build
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- [Goose](https://block.github.io/goose/) - 🦆 Open source AI agent framework
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- [Letta](https://www.letta.com/) - 🧠 Build stateful LLM agents with memory
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### 🔧 Developer Tools & Libraries
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- [openskills](https://github.com/numman-ali/openskills) - 📦 Universal skills loader for any AI agent
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- [vibe-tools](https://github.com/eastlondoner/vibe-tools) - 👥 Give your agent an AI team with advanced skills
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- [LangChain Deep Agents](https://github.com/langchain-ai/deepagents) - 🔗 Open source agent harness with skills support ([blog](https://blog.langchain.com/using-skills-with-deep-agents/))
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- [IntentKit](https://github.com/crestalnetwork/intentkit) - 🎭 Framework for intent-driven AI agents
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- [vibe-tools](https://github.com/eastlondoner/vibe-tools) - 👥 Give your agent an AI team with advanced skills
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- [openskills](https://github.com/numman-ali/openskills) - 📦 Universal skills loader for any AI agent
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- [Agentica](https://github.com/wrtnlabs/agentica) - 📘 TypeScript AI function calling framework
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- [agentigy/skillcheck](https://github.com/agentigy/skillcheck) - 🔒 Security scanner for SKILL.md files - detect vulnerabilities before production
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- [AIPexStudio/AIPex](https://github.com/AIPexStudio/AIPex) - 🌐 Privacy-first AI browser automation with Agent Skills
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- [breaking-brake/cc-wf-studio](https://github.com/breaking-brake/cc-wf-studio) - 🎬 ClaudeCode Workflow Studio VSCode extension with slash commands
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- [LangChain Deep Agents](https://github.com/langchain-ai/deepagents) - 🔗 Open source agent harness with skills support ([blog](https://blog.langchain.com/using-skills-with-deep-agents/))
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- [agentigy/skillcheck](https://github.com/agentigy/skillcheck) - 🔒 Security scanner for SKILL.md files - detect vulnerabilities before production
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## 📖 Learn & Explore
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@ -141,7 +146,9 @@ This architecture delivers:
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### 🏗️ Building Skills
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- [How to create custom skills](https://support.claude.com/en/articles/12512198-creating-custom-skills) - ✍️ Step-by-step authoring guide
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- [Skills API Quickstart](https://docs.claude.com/en/api/skills-guide#creating-a-skill) - 💻 Technical documentation- [A2A Protocol: Agent Skills Tutorial](https://a2a-protocol.org/latest/tutorials/python/3-agent-skills-and-card/) - 🤝 How skills work in the Agent-to-Agent protocol
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- [Skills API Quickstart](https://docs.claude.com/en/api/skills-guide#creating-a-skill) - 💻 Technical documentation
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- [A2A Protocol: Agent Skills Tutorial](https://a2a-protocol.org/latest/tutorials/python/3-agent-skills-and-card/) - 🤝 How skills work in the Agent-to-Agent protocol
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### 📰 Featured Articles
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- [Equipping agents for the real world with Agent Skills](https://anthropic.com/engineering/equipping-agents-for-the-real-world-with-agent-skills) - 🎯 The original announcement from Anthropic Engineering
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