agi-in-md

About 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.

ai-tools claude code-analysis cognitive-compression epistemic-typing llm prism prompt-engineering self-correction structural-analysis

Quick Facts

Stars	124
Forks	16
Language	Python
Category	Agent Tool
License	MIT
Quality Score	36.8/100
Last Updated	2026-03-18
Created	2026-02-28
Platforms	aws, claude-code, gemini, python
Est. Tokens	~480k

Compatible Skills

These tools work well together with agi-in-md for enhanced workflows:

codebadger — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (59%)
lucidity-mcp — semantic(0.25)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
Auditor — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
Gito — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
multi_mcp — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)

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Frequently Asked Questions

What is agi-in-md?

agi-in-md is 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. It is categorized as a Agent Tool with 124 GitHub stars.

What programming language is agi-in-md written in?

agi-in-md is primarily written in Python. It covers topics such as ai-tools, claude, code-analysis.

How do I install or use agi-in-md?

You can find installation instructions and usage details in the agi-in-md GitHub repository at github.com/Cranot/agi-in-md. The project has 124 stars and 16 forks, indicating an active community.

What license does agi-in-md use?

agi-in-md is released under the MIT license, making it free to use and modify according to the license terms.

View on GitHub → Browse Agent Tool tools