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/ai-md

Convert human-written CLAUDE.md into AI-native structured-label format. Propose and evaluate structured-label rewrites while preserving rule meaning; benefits require measured evidence.

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@sickn33sickn33@sickn33
From plugin
sickn33-agentic-awesome-skills-2
49k200 skills

Claude Code

$ npx -y skills add sickn33/agentic-awesome-skills --skill ai-md --agent claude-code

SKILL.md

ai-md.SKILL.md
name: ai-md
description: "Convert human-written CLAUDE.md into AI-native structured-label format. Propose and evaluate structured-label rewrites while preserving rule meaning; benefits require measured evidence."
risk: safe
source: community
date_added: "2026-03-11"

AI.MD v4 — The Complete AI-Native Conversion System

Detailed Guide

Read [the detailed guide](references/detailed-guide.md) before executing this skill. It retains the complete procedure and reference material. Treat its safety, prerequisites, and validation requirements as mandatory. For focused work, load the relevant sections; for end-to-end work, read the guide completely.

When to Use This Skill

  • Use when your CLAUDE.md is long but AI still ignores your rules
  • Use when token usage is too high from verbose system instructions
  • Use when you want to optimize any LLM system prompt for compliance
  • Use when migrating rules between AI tools (Claude, Codex, Gemini, Grok)

Limitations

  • Use this skill only when the task clearly matches the scope described above.
  • Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
  • Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
Read it on GitHub ↗
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Repo: sickn33/agentic-awesome-skills

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Questions about ai-md.

Which coding agents can use ai-md?
ai-md installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.