Cranot/agi-in-md
Cognitive prisms for structural analysis — any domain, any model. 1000+ experiments, 58 prisms, 27 scan modes. The cheapest model + right prism beats the most expensive without one. Cross-architecture validated: Claude + Gemini converge on the same structural laws.
Markdown-based cognitive programs (prisms) orchestrate multi-step analytical pipelines—claim, attack, derivation, trade-off discovery—executed via Claude Code CLI without API keys. The system includes 58 prisms and 27 scan modes that expose conservation laws (unescape-able design trade-offs) in code and reasoning, validated across 1000+ experiments and multiple LLM architectures. Structured prompt templates demonstrating that format itself carries analytical power independently of vocabulary choice.
122 stars.
Stars
122
Forks
16
Language
Python
License
MIT
Category
Last pushed
Mar 17, 2026
Commits (30d)
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