andrej-karpathy
OfficialThink like Karpathy: build from scratch.
Software Engineering#mental-models#llm-training#karpathy#vibe-coding#jagged-intelligence#ai-frameworks#software-3-0
AuthorK-Dense-AI
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Provides Karpathy-inspired mental models and frameworks to guide neural network construction from first principles, debug deep learning pipelines, and design AI agent workflows, helping engineers adopt Software 3.0 thinking.
Core Features & Use Cases
- Build-from-scratch mindset: manual implementation of core algorithms to deepen understanding and expose micro-details.
- Vibe Coding & autonomy: strategies for AI-assisted coding with partial autonomy and human oversight.
- Pedagogy & evaluation: clear explanations of Jagged Intelligence, Anterograde Amnesia, The March of Nines, and other mental models to teach AI concepts and architecture choices.
Quick Start
Ask the AI to summarize Karpathy's core mental models and apply them to a tiny neural network from scratch.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: andrej-karpathy Download link: https://github.com/K-Dense-AI/mimeographs/archive/main.zip#andrej-karpathy Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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