karpathy-llm-wiki

Ingest sources into a raw/ and wiki/ knowledge base and answer questions with citations.

Updated Feb 17, 2026
One-click install
npx skills add https://github.com/liuning0820/skills --skill karpathy-llm-wiki
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: karpathy-llm-wiki
Source: https://github.com/liuning0820/skills/tree/main/skills/karpathy-llm-wiki
Command: npx skills add https://github.com/liuning0820/skills --skill karpathy-llm-wiki

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps you build and maintain a personal knowledge base powered by LLMs by organizing raw sources into a wiki and enabling query, linting, and ongoing enrichment.

Core Features & Use Cases

  • Ingest new sources into a raw/ directory and compile them into a wiki/ for persistent knowledge.
  • Query the wiki content with citations to sources and keep the information up-to-date.
  • Lint and maintain quality by fixing broken links, updating indexes, and surfacing conflicts.

Quick Start

Create your first wiki by ingesting a source into raw/ and compiling it into wiki/, then start asking questions about the content.

Frequently Asked Questions about karpathy-llm-wiki

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a personal LLM knowledge base from raw sources?

Query your LLM knowledge base by asking questions about the ingested content, receiving answers with direct citations linking back to the original sources in your wiki.

How do I query my wiki content and get citations to original sources?

Query your LLM knowledge base by asking questions about the ingested content, receiving answers with direct citations linking back to the original sources in your wiki.

What is the best way to maintain wiki quality and fix broken cross-links?

Maintain wiki quality by running lint processes that fix broken links, update indexes, surface content conflicts, and manage cross-referencing across your knowledge base.

Can I use a two-directory structure for managing knowledge ingestion?

Yes, the two-directory structure separates raw ingested sources in raw/ from compiled, persistent knowledge in wiki/, enabling organized ingestion and ongoing enrichment.

Does the knowledge base wiki support cross-referencing across multiple projects?

Yes, the wiki supports cross-referencing and index management across multiple projects, allowing you to maintain an interconnected personal LLM wiki within the Agent Skills workflow.