karpathy-project-wiki

Installation
SKILL.md

Karpathy Project Wiki

Auto-maintain a living knowledge base for your codebase. Based on Karpathy's LLM Wiki pattern adapted for source code: the LLM reads your project, builds interlinked markdown documentation, and keeps it current as the code evolves. You never write the docs — the LLM does.

Decision tree

Does wiki/ exist in the project?
├─ No → User says "init project wiki" or "document this project" → Run INIT
├─ Yes →
│   ├─ Code changed since last log.md entry? → Run INGEST
│   ├─ User asks about architecture, patterns, modules? → Run QUERY
│   ├─ User says "lint docs", "check wiki", "find gaps"? → Run LINT
│   └─ Major refactor or new module added? → Run INGEST (structural)

How this differs from karpathy-wiki

  • No raw/ directory — the codebase IS the source material
Related skills
Installs
3
GitHub Stars
77
First Seen
Apr 6, 2026