llm-wiki

Ingest sources into a persistent, interlinked markdown knowledge base.

1|1|Updated Apr 25, 2026
One-click install
npx skills add https://github.com/linfordWu/owls --skill llm-wiki-linfordwu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: llm-wiki
Source: https://github.com/linfordWu/owls/tree/main/skills/research/llm-wiki
Command: npx skills add https://github.com/linfordWu/owls --skill llm-wiki-linfordwu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Karpathy's LLM Wiki enables building and maintaining a persistent, interlinked markdown knowledge base by ingesting sources, compiling knowledge, and linting for consistency.

Core Features & Use Cases

  • Ingest sources into a growing, interconnected markdown wiki to form a cross-referenced knowledge graph.
  • Query compiled knowledge efficiently and keep references up-to-date, with automatic consistency checks.
  • Use cases include building personal research wikis, organizing notes for projects, and enabling rapid Q&A over aggregated content.

Quick Start

Ingest your first sources into the wiki and start querying the compiled, interlinked knowledge base.

Frequently Asked Questions about llm-wiki

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

FAQPage Schema
How do I build a persistent, interlinked markdown knowledge base from research sources?

To build a persistent, interlinked markdown knowledge base, ingest your research sources into the wiki to form a cross-referenced knowledge graph. It compiles ingested content into structured markdown notes with automated linting for consistency.

What is YAML frontmatter and how does it structure a cross-referenced wiki?

YAML frontmatter is a metadata schema used to drive wiki structure and ensure searchability. It enforces consistent wikilinks and cross-page references, enabling automated linting and quality control across the interlinked knowledge base.

How do I query compiled knowledge and keep cross-page references up-to-date?

You can query compiled knowledge efficiently directly from the wiki. It automatically applies consistency checks and linting to keep cross-page references up-to-date, ensuring reliable searchability across aggregated content.

Does this markdown wiki approach require automated linting for long-term knowledge maintenance?

Automated linting is required for long-term knowledge maintenance in this wiki. It enforces consistent wikilinks, YAML frontmatter schemas, and cross-page references to ensure structure, searchability, and quality control across the growing knowledge graph.

What is the best way to organize notes for projects into a cross-referenced knowledge graph?

The best way to organize notes for projects is ingesting them into an interconnected markdown wiki. This creates a cross-referenced knowledge graph with consistent wikilinks and cross-page references for rapid Q&A and automated consistency checks.

Can I use this wiki schema for personal research wikis without external dependencies?

Yes, you can use this schema for personal research wikis without external dependencies. It operates independently to ingest sources, apply YAML frontmatter, and lint cross-referenced markdown notes for seamless querying and long-term maintenance.