agi-in-md

by Cranot · Agent Tool · ★ 124

About agi-in-md

AGI in md Your most expensive model produces shallow analysis because you're asking it to reason about problems instead of through them. A 332-word prompt fixes this. A prism is a markdown system prompt that acts as a cognitive program — it tells the model to do specific things in order: make a claim, attack it, build an improvement, watch what breaks, derive the trade-off that can't be escaped. This repo contains 58 prisms + 27 scan modes + the tooling to use them. What this is: A system for eliciting structural insight under controlled prompt programs.

ai-toolsclaudecode-analysiscognitive-compressionepistemic-typingllmprismprompt-engineeringself-correctionstructural-analysis

Quick Facts

Stars124
Forks16
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score68.4212158763378/100
Last Updated2026-03-18
Created2026-02-28
Platformsaws, 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.

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