llm-wiki

Ingest sources and compile them into a cross-linked Markdown wiki.

645|104|Updated Apr 5, 2026
One-click install
npx skills add https://github.com/lewislulu/llm-wiki-skill --skill llm-wiki-lewislulu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: llm-wiki
Source: https://github.com/lewislulu/llm-wiki-skill/tree/main/llm-wiki
Command: npx skills add https://github.com/lewislulu/llm-wiki-skill --skill llm-wiki-lewislulu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

The LLM Wiki skill enables teams to build and maintain a self-updating, cross-linked Markdown knowledge base that an agent can read, ingest sources into, compile into wiki pages, and surface durable answers with ongoing audits.

Core Features & Use Cases

  • Ingest sources into a structured wiki workspace (raw/, wiki/, summaries/, concepts/, entities/).
  • Compile, lint, and audit to maintain health and integrity of the knowledge graph.
  • Provide question answering grounded in the wiki and support human feedback via audits.

Quick Start

Ingest a raw source and run a compile to initialize the wiki and start answering questions.

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 self-updating Markdown knowledge base from raw sources?

To build a self-updating Markdown knowledge base, ingest raw sources and compile them into a persistent, cross-linked wiki workspace. This structures information into directories like raw/, wiki/, summaries/, and concepts/ for agent retrieval and question answering.

How does an LLM query a cross-linked Markdown wiki?

An LLM queries a Markdown wiki by reading the wiki/index.md and CLAUDE.md schema for context, then surfaces durable answers grounded in the compiled knowledge graph. Lint and audit operations maintain data health and integrity over time.

Can I use Mermaid and KaTeX within a Markdown wiki for knowledge management?

Yes, you can use Mermaid and KaTeX within a Markdown wiki to render diagrams and mathematical formulas. The system ingests Markdown sources and compiles them into cross-linked pages while preserving the rendering syntax for knowledge management.

What is the best way to maintain knowledge graph integrity in a wiki?

The best way to maintain knowledge graph integrity is to run periodic audit and lint operations on the wiki workspace. These operations validate cross-linked Markdown pages, identify structural issues, and incorporate human feedback to ensure ongoing knowledge health.

Do I need any external dependencies to scaffold a knowledge base?

No external dependencies are required to scaffold a knowledge base. The skill operates independently to ingest sources and initialize the wiki workspace, relying only on its internal CLAUDE.md schema and wiki/index.md for context compilation.