How-to · Knowledge & Research · By ClawHub Community

How to use Karpathy LLM Wiki in your AI agent

Install and use the Karpathy LLM Wiki skill in Claude Code, Cursor, Codex, Gemini CLI, OpenCode, and Windsurf — with sample prompts.

What you'll get

This skill turns your AI assistant into a wiki manager that reads your sources — articles, papers, notes, transcripts — and builds a structured, cross-referenced knowledge base for you. Unlike traditional search or RAG, it compiles knowledge once and keeps it current, so you don't re-derive the same insights every time. Perfect for anyone building up expertise in a domain over time.

Step 1 — Get the skill source URL

The Karpathy LLM Wiki skill lives at:

Open ↗

Step 2 — Add it to your AI agent

Copy one of these prompts and paste it into your AI tool. The agent will fetch and install the skill for you.

Claude Code

Add the agent skill from https://clawhub.ai/john-ver/karpathy-llm-wiki to my project.

Cursor

Install this agent skill: https://clawhub.ai/john-ver/karpathy-llm-wiki

Codex

Add this skill to .codex/skills/: https://clawhub.ai/john-ver/karpathy-llm-wiki

Gemini CLI

Add the skill at https://clawhub.ai/john-ver/karpathy-llm-wiki to my .gemini/skills/ directory.

OpenCode

Install this agent skill from https://clawhub.ai/john-ver/karpathy-llm-wiki

Windsurf

Add this skill: https://clawhub.ai/john-ver/karpathy-llm-wiki

Step 3 — Try these prompts

Once the skill is installed, ask your AI things like:

  • Researching a topic over weeks or months and want to compound your learning instead of re-reading
  • Track information from multiple sources and spot where they agree or contradict
  • Building expertise in a domain and want a searchable, structured knowledge base that grows with you
  • You want your AI to remember what you've already processed and build on it, not start from scratch each time

What this skill does

  • Reads your sources and creates structured markdown wiki pages with summaries, key facts, and cross-references
  • Updates existing pages when new sources add information, and flags contradictions between sources
  • Answers questions by synthesizing across your wiki pages with inline citations
  • Runs health checks to find contradictions, orphaned pages, missing cross-references, and gaps in your knowledge base
  • Maintains a master index and operation log so you always know what's in your wiki and how it evolved
SkillKarpathy LLM Wiki
Made byClawHub Community
CategoryKnowledge & Research
SourceView original ↗