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.