ai-md
CommunityTurn CLAUDE.md into AI-native structured labels.
Software Engineering#ai#workflow-automation#cross-model#prompt-engineering#structured-labels#instruction-conversion
Authorcaobingsheng
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Convert human-written CLAUDE.md into a compact, AI-native structured-label format to improve instruction fidelity, reduce token usage, and enable consistent cross-model compliance.
Core Features & Use Cases
- Cross-model instruction conversion: translate natural-language prompts into explicit labeled rules that work with Claude, GPT, Gemini, and Grok.
- Phase-based workflow: supports understand, decompose, label, structure, resolve, test, and stage-wise validation to ensure reliable behavior.
- Real-world automation-ready outputs: produces a model-agnostic schema (gates, rules, rhythm, etc.) suitable for production AI prompts and tooling.
Quick Start
Convert a CLAUDE.md file to AI-native labels and validate across two models.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ai-md Download link: https://github.com/caobingsheng/skills/archive/main.zip#ai-md Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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