AI.MD v4 — The Complete AI-Native Conversion System 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) What Is AI.MD? AI.MD is a methodology for converting human-written (or any LLM system instructions) into a structured-label format that AI models follow more reliably, using fewer tokens. The paradox we proved: Adding more rules in natural languag…