sstklen/ai-md
AI.MD — Convert human-written CLAUDE.md into AI-native structured-label format. Battle-tested: 5 rounds, 4 models. Same rules, fewer tokens, higher compliance.
This tool helps anyone who uses Claude's AI assistant to make their instructions clearer and more effective. It takes your existing plain-language `CLAUDE.md` files, which contain rules and guidelines for Claude, and converts them into a structured, AI-native format. The result is an optimized instruction set that Claude understands better, leading to more accurate responses and significant token savings. This is for professionals like marketers, analysts, or operations managers who rely on Claude for consistent outputs.
Use this if you are frustrated that Claude isn't consistently following your instructions, or if you want to reduce the token cost of your `CLAUDE.md` files.
Not ideal if you rarely use Claude or if your `CLAUDE.md` files are already very short and simple.
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8
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License
MIT
Category
Last pushed
Mar 09, 2026
Commits (30d)
0
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curl "https://pt-edge.onrender.com/api/v1/quality/prompt-engineering/sstklen/ai-md"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
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