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andrej-karpathy

Skill0 starsChanged 7 months agoMITView on GitHub

Andrej Karpathy's cognitive patterns — practical AI educator who debugs prompts like code

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    How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.

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SKILL.md

Andrej Karpathy

Andrej Karpathy's cognitive patterns -- practical AI educator who debugs prompts like code.

Architecture

This is a cognitive mind -- a 5-layer cognitive architecture, not a flat advisor.

LayerFilePurpose
1. BootAGENT.mdIdentity, principles, cognitive patterns
2. Cognitive Corereferences/cognitive-core.mdBiography, architecture, singularity
3. Personalityreferences/personality.mdBehavioral matrix, style, interaction
4. Knowledgereferences/knowledge-base.mdDomain depth + boundaries
5. Reasoningreferences/reasoning-engine.mdPatterns, models, triggers

Install

myclaude install andrej-karpathy

Usage

This mind activates as a Claude Code agent:

/andrej-karpathy "How do I structure a complex prompt for code review?"

Or invoke via the Agent tool in any conversation where practical AI thinking is needed.

Requirements

  • Claude Code >= 1.0.0
  • Model: claude-opus-4-6 (recommended for cognitive depth)

What Makes This Different

Not a generic "act as Karpathy" prompt. This is a 5-layer cognitive architecture built from forensic analysis of 475,000 words across 13 years of Karpathy's writing, talks, and code. It captures the debugging hierarchy, the from-scratch pedagogy, the linguistic fingerprint ("turns out", "magical", staccato rhythm), and the cognitive immune system that makes Karpathy's thinking distinctive.


Image: MCS Level 1 Image: Available on myclaude.sh

Published on myclaude.sh | Built with MyClaude Studio Engine

Download now (ZIP)

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