Claude Skill
Astro-Han/karpathy-llm-wiki
karpathy-llm-wiki is an Agent Skills-compatible LLM wiki for Claude Code, Cursor, and Codex. Build a Karpathy-style knowledge base from raw sources with citations and linting.
Overview
Repository
Install this Skill
npx add-skill Astro-Han/karpathy-llm-wikiRegistry
Summary
karpathy-llm-wiki is an Agent Skills-compatible LLM wiki designed for Claude Code, Cursor, and Codex. It enables you to build a Karpathy-style knowledge base from raw sources, complete with citations and linting, serving as a RAG alternative for personal knowledge management.
适用于Claude Code、Cursor和Codex的Agent Skills兼容LLM维基。从原始资料、引用和代码检查中构建Karpathy风格的知识库。
Key features
- Agent Skills-compatible for Claude Code, Cursor, and Codex
- Build Karpathy-style knowledge bases from raw sources
- Built-in citation and linting support
- Markdown-based personal knowledge management
- RAG alternative for LLM-powered workflows
Use cases
- Create a personal LLM wiki for Claude Code
- Organize raw research notes with citations
- Build a linted knowledge base for Cursor
- Use as a RAG alternative in Codex workflows
- Manage markdown-based knowledge for agent skills
README excerpt
# karpathy-llm-wiki **A reusable skill for building Karpathy-style LLM wikis with Claude Code, Cursor, Codex, and other Agent Skills tools.** [](LICENSE) [](https://github.com/Astro-Han/karpathy-llm-wiki) [](https://github.com/Astro-Han/karpathy-llm-wiki) [](https://agentskills.io) [](https://github.com/Astro-Han/karpathy-llm-wiki#install) <p align="center"> <img src="assets/karpathy-tweet.png" alt="Karpathy's tweet about LLM Wiki" width="560"> </p> `karpathy-llm-wiki` packages [Karpathy's LLM Wiki idea](https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f) into one installable [Agent Skills](https://agentskills.io) skill. Your coding agent ingests sources into `raw/`, compiles durable knowledge pages into `wiki/`, answers questions with citations, and lints the wiki for consistency. ## What Is an LLM Wiki? An **LLM wiki** is a knowledge system where the LLM maintains structured wiki pages instead of re-searching raw documents on every question. New sources are compiled into durable markdown pages, cross-references are updated over time, and answers cite the wiki pages that already contain the synthesized knowledge. This skill gives you three operations: | Operation | What it does | Output | |-----------|--------------|--------| | **Ingest** | Collects a source into `raw/` and compiles it into the wiki | New or updated wiki pages | | **Query** | Searches the