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