Refactor README: remove emojis from list items for cleaner look
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README.md
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README.md
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@ -40,14 +40,14 @@ This architecture delivers:
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## 📚 What's Inside?
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- [🎁 Ready-to-Use Skills](#-ready-to-use-skills) - Start building with production-ready skill libraries
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- [🛠️ Tools & Platforms](#️-tools--platforms) - Leverage platforms with native Agent Skills support
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- [📖 Learn & Explore](#-learn--explore) - Master the concepts through deep-dive articles
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- [🎬 Videos & Tutorials](#-videos--tutorials) - Watch experts build real-world agent systems
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- [🔬 Research Papers](#-research-papers) - Understand the science behind agent capabilities
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- [❓ Frequently Asked Questions](#-frequently-asked-questions) - Get answers to common questions
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- [💬 Join the Community](#-join-the-community) - Connect with pioneers shaping the ecosystem
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- [🤝 Contributing](#-contributing) - Help shape the future of agent development
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- [Ready-to-Use Skills](#-ready-to-use-skills) - Start building with production-ready skill libraries
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- [Tools & Platforms](#️-tools--platforms) - Leverage platforms with native Agent Skills support
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- [Learn & Explore](#-learn--explore) - Master the concepts through deep-dive articles
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- [Videos & Tutorials](#-videos--tutorials) - Watch experts build real-world agent systems
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- [Research Papers](#-research-papers) - Understand the science behind agent capabilities
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- [Frequently Asked Questions](#-frequently-asked-questions) - Get answers to common questions
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- [Join the Community](#-join-the-community) - Connect with pioneers shaping the ecosystem
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- [Contributing](#-contributing) - Help shape the future of agent development
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## 🎁 Ready-to-Use Skills
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@ -60,20 +60,20 @@ This architecture delivers:
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#### 🔥 Top Picks
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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/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/shajith003/awesome-claude-skills" target="_blank" rel="noopener noreferrer">🎯 Skills for specialized capabilities</a>
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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/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/shajith003/awesome-claude-skills" target="_blank" rel="noopener noreferrer">Skills for specialized capabilities</a>
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#### 📂 More Collections
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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/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/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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- <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/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/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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@ -112,28 +112,28 @@ This architecture delivers:
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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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- [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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- [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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### 🤖 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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- [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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- [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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- [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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- [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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- [agentigy/skillcheck](https://github.com/agentigy/skillcheck) - 🔒 Security scanner for SKILL.md files - detect vulnerabilities before production
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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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- [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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- [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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### 🎓 Getting Started
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- [What are skills?](https://support.claude.com/en/articles/12512176-what-are-skills) - 📝 Perfect introduction for beginners
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- [Using skills in Claude](https://support.claude.com/en/articles/12512180-using-skills-in-claude) - 🚀 Quick start guide
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- [What are skills?](https://support.claude.com/en/articles/12512176-what-are-skills) - Perfect introduction for beginners
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- [Using skills in Claude](https://support.claude.com/en/articles/12512180-using-skills-in-claude) - Quick start guide
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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
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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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- [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
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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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- [How I Built Agent Skills for Claude Code](https://dev.to/nunc/how-i-built-agent-skills-for-claude-code-oj4) - 🛠️ 8-minute tutorial on building custom Agent Skills from scratch
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- [Claude Skills vs MCP: Complete Guide](https://dev.to/jimquote/claude-skills-vs-mcp-complete-guide-to-token-efficient-ai-agent-architecture-4mkf) - ⚖️ Comparison of Skills and Model Context Protocol architectures
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- [GitHub Copilot Agent Skills: Teaching AI Your Repository Patterns](https://dev.to/qa-leaders/github-copilot-agent-skills-teaching-ai-your-repository-patterns-1oa8) - 🔍 Using Agent Skills with GitHub Copilot
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- [From 2 Hours to 5 Minutes: Automating CDC Transformations](https://medium.com/@jagadeesh.subramani) - 📊 Real-world case study: 95% efficiency gain with Agent Skills
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- [Advent of AI 2025 - Day 14: Agent Skills](https://dev.to/nickytonline/advent-of-ai-2025-day-14-agent-skills-4d48) - 🎄 5-minute guide to Agent Skills with Goose
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- [Agent Skill in VS Code](https://dev.to/thangchung/agent-skill-in-vs-code-77d) - 💻 Using Agent Skills directly in VS Code
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- [Code Sandbox Tech Behind Manus and Claude Agent Skills](https://dev.to/qtalen/exclusive-reveal-code-sandbox-tech-behind-manus-and-claude-agent-skills-ef2) - 🏗️ Deep dive into sandboxing technology
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- [OpenSkills: Adding Claude Skills for Any Agent or IDE](https://dev.to/wakeupmh/openskills-adding-claude-skills-and-superpowers-for-any-agent-or-ide-3j35) - 🚀 Universal skills integration guide
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- [Agent Skills Framework Analysis: Litho Implementation](https://dev.to/sopaco/agent-skills-framework-analysis-litho-implementation-and-design-philosophy-2l91) - 🏛️ Architecture and design patterns analysis
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- [The Great AI Agent Configuration Confusion](https://medium.com/@satinath.mondal/the-great-ai-agent-configuration-confusion-agents-md-skill-md-and-whats-next-12345) - 📋 Understanding configuration standards (SKILL.md, AGENTS.md)
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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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- [How I Built Agent Skills for Claude Code](https://dev.to/nunc/how-i-built-agent-skills-for-claude-code-oj4) - 8-minute tutorial on building custom Agent Skills from scratch
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- [Claude Skills vs MCP: Complete Guide](https://dev.to/jimquote/claude-skills-vs-mcp-complete-guide-to-token-efficient-ai-agent-architecture-4mkf) - Comparison of Skills and Model Context Protocol architectures
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- [GitHub Copilot Agent Skills: Teaching AI Your Repository Patterns](https://dev.to/qa-leaders/github-copilot-agent-skills-teaching-ai-your-repository-patterns-1oa8) - Using Agent Skills with GitHub Copilot
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- [From 2 Hours to 5 Minutes: Automating CDC Transformations](https://medium.com/@jagadeesh.subramani) - Real-world case study: 95% efficiency gain with Agent Skills
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- [Advent of AI 2025 - Day 14: Agent Skills](https://dev.to/nickytonline/advent-of-ai-2025-day-14-agent-skills-4d48) - 5-minute guide to Agent Skills with Goose
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- [Agent Skill in VS Code](https://dev.to/thangchung/agent-skill-in-vs-code-77d) - Using Agent Skills directly in VS Code
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- [Code Sandbox Tech Behind Manus and Claude Agent Skills](https://dev.to/qtalen/exclusive-reveal-code-sandbox-tech-behind-manus-and-claude-agent-skills-ef2) - Deep dive into sandboxing technology
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- [OpenSkills: Adding Claude Skills for Any Agent or IDE](https://dev.to/wakeupmh/openskills-adding-claude-skills-and-superpowers-for-any-agent-or-ide-3j35) - Universal skills integration guide
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- [Agent Skills Framework Analysis: Litho Implementation](https://dev.to/sopaco/agent-skills-framework-analysis-litho-implementation-and-design-philosophy-2l91) - Architecture and design patterns analysis
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- [The Great AI Agent Configuration Confusion](https://medium.com/@satinath.mondal/the-great-ai-agent-configuration-confusion-agents-md-skill-md-and-whats-next-12345) - Understanding configuration standards (SKILL.md, AGENTS.md)
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### 📰 Industry News & Analysis
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- [Anthropic launches enterprise Agent Skills and opens the standard](https://venturebeat.com/ai/anthropic-launches-enterprise-agent-skills-and-opens-the-standard) - 🎯 VentureBeat deep dive: Why Anthropic is giving away its competitive advantage
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- [Agent Skills: Anthropic's Next Bid to Define AI Standards](https://thenewstack.io/agent-skills-anthropics-next-bid-to-define-ai-standards/) - 🖋️ The New Stack analysis of the open standard strategy
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- [Anthropic launches enterprise Agent Skills and opens the standard](https://venturebeat.com/ai/anthropic-launches-enterprise-agent-skills-and-opens-the-standard) - VentureBeat deep dive: Why Anthropic is giving away its competitive advantage
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- [Agent Skills: Anthropic's Next Bid to Define AI Standards](https://thenewstack.io/agent-skills-anthropics-next-bid-to-define-ai-standards/) - The New Stack analysis of the open standard strategy
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## 🎬 Videos & Tutorials
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### 🎓 Beginner-Friendly Tutorials
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- [A better way to build agents? Claude Agent Skills Tutorial + Demo](https://www.youtube.com/watch?v=mxZqEduwyFk) - 🎥 11-minute intro: Is Agent Skills the next big standard after MCP?
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- [Claude Code Skills just Built me an AI Agent Team (2026 Guide)](https://www.youtube.com/watch?v=OdtGN27LchE) - 🚀 27-minute beginner guide to building general AI agents
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- [Claude's new 'Agent Skills'](https://www.youtube.com/watch?v=VRzkafNIdgI) - ⚡ 1-minute quick overview - installable "mini-brains"
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- [Agent Skills Review](https://www.youtube.com/watch?v=tGpeWM7gOlA) - 📋 25-second feature highlight
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- [A better way to build agents? Claude Agent Skills Tutorial + Demo](https://www.youtube.com/watch?v=mxZqEduwyFk) - 11-minute intro: Is Agent Skills the next big standard after MCP?
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- [Claude Code Skills just Built me an AI Agent Team (2026 Guide)](https://www.youtube.com/watch?v=OdtGN27LchE) - 27-minute beginner guide to building general AI agents
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- [Claude's new 'Agent Skills'](https://www.youtube.com/watch?v=VRzkafNIdgI) - 1-minute quick overview - installable "mini-brains"
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- [Agent Skills Review](https://www.youtube.com/watch?v=tGpeWM7gOlA) - 25-second feature highlight
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### 🔧 Technical Deep Dives
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- [I finally CRACKED Claude Agent Skills (Breakdown For Engineers)](https://www.youtube.com/watch?v=kFpLzCVLA20) - 🛠️ 27-minute engineering breakdown: Skills vs MCP vs Subagents
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- [Claude Agent Skills](https://www.youtube.com/watch?v=9XaprFRNTlc) - 🎯 1-hour deep dive into domain-specific AI expertise
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- [Agent Skills Explained: Why This Changes Everything](https://www.youtube.com/watch?v=Ihoxov5x66k) - 💡 17-minute analysis of why Skills matter for AI development
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- [Claude Agent Skills Tutorial](https://www.youtube.com/watch?v=fOxC44g8vig) - 🎥 Comprehensive implementation tutorial with SKILL.md format
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- [I finally CRACKED Claude Agent Skills (Breakdown For Engineers)](https://www.youtube.com/watch?v=kFpLzCVLA20) - 27-minute engineering breakdown: Skills vs MCP vs Subagents
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- [Claude Agent Skills](https://www.youtube.com/watch?v=9XaprFRNTlc) - 1-hour deep dive into domain-specific AI expertise
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- [Agent Skills Explained: Why This Changes Everything](https://www.youtube.com/watch?v=Ihoxov5x66k) - 17-minute analysis of why Skills matter for AI development
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- [Claude Agent Skills Tutorial](https://www.youtube.com/watch?v=fOxC44g8vig) - Comprehensive implementation tutorial with SKILL.md format
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### 🆚 Comparisons & Analysis
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- [Agent Skills vs MCP Which Is Better?](https://www.youtube.com/watch?v=Pc2sB8v9570) - ⚖️ 5-minute comparison: MCP vs Skills architecture
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- [Claude Skills vs MCP: Complete Guide](https://dev.to/jimquote/claude-skills-vs-mcp-complete-guide-to-token-efficient-ai-agent-architecture-4mkf) - 📊 Written guide for token-efficient architectures
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- [Agent Skills vs MCP Which Is Better?](https://www.youtube.com/watch?v=Pc2sB8v9570) - 5-minute comparison: MCP vs Skills architecture
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- [Claude Skills vs MCP: Complete Guide](https://dev.to/jimquote/claude-skills-vs-mcp-complete-guide-to-token-efficient-ai-agent-architecture-4mkf) - Written guide for token-efficient architectures
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### 🏢 Real-World Applications
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- [Claude Skills Built Me an AI Agent Army](https://www.youtube.com/watch?v=G-5bInklwRQ) - 🤖 33-minute practical demo: Building digital employees
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- [OpenAI Adds Agent Skills to Codex](https://www.youtube.com/watch?v=MsJzacfjzp8) - 🔥 6-minute first look at Codex with Skills support
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- [Agent Skills AI Real Work](https://www.youtube.com/watch?v=Udneqo7up2M) - 💼 3-minute overview of customizable Claude agents
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- [Claude Skills Built Me an AI Agent Army](https://www.youtube.com/watch?v=G-5bInklwRQ) - 33-minute practical demo: Building digital employees
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- [OpenAI Adds Agent Skills to Codex](https://www.youtube.com/watch?v=MsJzacfjzp8) - 6-minute first look at Codex with Skills support
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- [Agent Skills AI Real Work](https://www.youtube.com/watch?v=Udneqo7up2M) - 3-minute overview of customizable Claude agents
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### 🎤 Conference Talks
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- [Don't Build Agents, Build Skills Instead](https://www.youtube.com/watch?v=CEvIs9y1uog) - 🎙️ 16-minute talk by Barry Zhang & Mahesh Murag (Anthropic)
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- [Don't Build Agents, Build Skills Instead](https://www.youtube.com/watch?v=CEvIs9y1uog) - 16-minute talk by Barry Zhang & Mahesh Murag (Anthropic)
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> 💡 **Know a great video?** We're actively looking for more video content! Please [contribute](CONTRIBUTING.md) if you find or create relevant tutorials.
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@ -210,21 +210,21 @@ This architecture delivers:
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### 🛡️ Security & Safety
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- 📄 [Agent Skills Enable a New Class of Realistic and Trivially Simple Prompt Injections](https://arxiv.org/abs/2510.26328) (2025) - Security analysis showing vulnerabilities in Agent Skills markdown files
|
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- [Agent Skills Enable a New Class of Realistic and Trivially Simple Prompt Injections](https://arxiv.org/abs/2510.26328) (2025) - Security analysis showing vulnerabilities in Agent Skills markdown files
|
||||
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||||
### 🌐 Interoperability & Standards
|
||||
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||||
- 📄 [A survey of agent interoperability protocols](https://arxiv.org/abs/2505.02279) (2025) - Comprehensive look at MCP, Agent Cards, and more
|
||||
- [A survey of agent interoperability protocols](https://arxiv.org/abs/2505.02279) (2025) - Comprehensive look at MCP, Agent Cards, and more
|
||||
|
||||
### 📊 Progressive Disclosure & Transparency
|
||||
|
||||
- 📄 [The Effect of Progressive Disclosure in the Transparency of Large Language Models](https://link.springer.com/chapter/10.1007/978-3-031-82633-7_17) (2024) - How progressive disclosure affects LLM transparency
|
||||
- 📄 [Disclosures & disclaimers: Investigating the impact of transparency disclosures](https://ojs.aaai.org/index.php/HCOMP/article/view/31597) (2024) - Impact study on agent transparency
|
||||
- [The Effect of Progressive Disclosure in the Transparency of Large Language Models](https://link.springer.com/chapter/10.1007/978-3-031-82633-7_17) (2024) - How progressive disclosure affects LLM transparency
|
||||
- [Disclosures & disclaimers: Investigating the impact of transparency disclosures](https://ojs.aaai.org/index.php/HCOMP/article/view/31597) (2024) - Impact study on agent transparency
|
||||
|
||||
### 🧠 Skill Learning & Architecture
|
||||
|
||||
- 📄 [Reinforcement Learning for Self-Improving Agent with Skill Library](https://arxiv.org/abs/2512.17102) (2024) - Framework for agents to build and maintain skill libraries
|
||||
- 📄 [PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction](https://arxiv.org/abs/2510.15863) (2024) - Learning generalizable skills through polymorphic abstraction
|
||||
- [Reinforcement Learning for Self-Improving Agent with Skill Library](https://arxiv.org/abs/2512.17102) (2024) - Framework for agents to build and maintain skill libraries
|
||||
- [PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction](https://arxiv.org/abs/2510.15863) (2024) - Learning generalizable skills through polymorphic abstraction
|
||||
|
||||
> 💡 **Note:** Agent Skills (SKILL.md format) is a recent innovation (2024-2025), so academic research is still emerging. Most papers focus on related concepts like skill learning, tool use, and agent architectures.
|
||||
|
||||
|
|
@ -273,11 +273,11 @@ Agent Skills introduce new security considerations. Since skills can execute cod
|
|||
### What makes a good Agent Skill?
|
||||
|
||||
**Best practices:**
|
||||
- ✅ **Single responsibility** - One clear capability per skill
|
||||
- ✅ **Progressive detail** - Brief metadata, detailed instructions, extensive resources
|
||||
- ✅ **Context-aware** - Include when/why to use (not just how)
|
||||
- ✅ **Testable** - Provide example inputs/outputs
|
||||
- ✅ **Discoverable** - Descriptive names and rich descriptions
|
||||
- **Single responsibility** - One clear capability per skill
|
||||
- **Progressive detail** - Brief metadata, detailed instructions, extensive resources
|
||||
- **Context-aware** - Include when/why to use (not just how)
|
||||
- **Testable** - Provide example inputs/outputs
|
||||
- **Discoverable** - Descriptive names and rich descriptions
|
||||
|
||||
### When should I use Agent Skills vs custom tools/functions?
|
||||
|
||||
|
|
@ -333,10 +333,10 @@ Update skills whenever:
|
|||
|
||||
**Shape the ecosystem.** This is a community-driven resource - your contributions help thousands of developers discover and build better agent systems.
|
||||
|
||||
- 🔗 Add new skills, tools, or articles
|
||||
- 📝 Improve documentation
|
||||
- 🐛 Fix broken links
|
||||
- 💡 Suggest new sections
|
||||
- Add new skills, tools, or articles
|
||||
- Improve documentation
|
||||
- Fix broken links
|
||||
- Suggest new sections
|
||||
|
||||
Please read our [contribution guidelines](CONTRIBUTING.md) before submitting.
|
||||
|
||||
|
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|
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Reference in a new issue