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Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
ganyuanran avatar

Writing Skills

ganyuanran/aegis
492 starsMIT
Summary

If you're building skills for Claude, this is your meta-guide. It treats skill writing as test-driven development for documentation: run a baseline test with a subagent to watch it fail without the skill, write the skill to fix that specific behavior, then verify compliance. The core insight is about Claude Search Optimization, where descriptions must contain triggering conditions, not workflow summaries, because testing showed Claude will follow the description and skip reading the actual skill content. Includes concrete structure templates, naming conventions, and a detailed breakdown of what makes skills discoverable. Assumes you already understand TDD fundamentals from the aegis skill. Most useful when you're actually creating or debugging skills that Claude isn't finding or following correctly.

Install to Claude Code

npx -y skills add ganyuanran/aegis --skill writing-skills --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Categories
DocumentationSkill Development
First SeenJun 11, 2026
View on GitHub

More from ganyuanran/aegis

All 22 skills →
  • Anti Entropy Governance
  • Brainstorming
  • Communicating Concisely
  • Dispatching Parallel Agents
  • Establishing Project Context
  • Executing Plans
  • Finishing A Development Branch
  • First Principles Review
  • Goal Framing
  • Long Task Continuation
  • Receiving Code Review
  • Recording Architecture Decisions
  • Requesting Code Review
  • Subagent Driven Development
  • Systematic Debugging
  • Test Driven Development
  • Update Aegis
  • Using Aegis
  • Using Git Worktrees
  • Verification Before Completion
  • Writing Plans

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