llm-wiki

Create and maintain an interlinked Markdown knowledge base with YAML frontmatter.

Updated May 23, 2026
One-click install
npx skills add https://github.com/zengbaocheng/hermes-tech-hub --skill llm-wiki-zengbaocheng
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: llm-wiki
Source: https://github.com/zengbaocheng/hermes-tech-hub/tree/main/research/llm-wiki
Command: npx skills add https://github.com/zengbaocheng/hermes-tech-hub --skill llm-wiki-zengbaocheng

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Karpathy's LLM Wiki builds and maintains a durable, navigable knowledge base by organizing notes as interlinked Markdown pages, enabling long-term knowledge retention and coherent cross-referencing.

Core Features & Use Cases

  • Build and maintain a persistent Markdown wiki with interconnected pages for entities, concepts, and queries
  • Ingest sources (articles, papers, transcripts) and automatically organize them into a layered wiki structure
  • Use for research workflows: annotation, cross-linking, linting, and answering questions against the stored knowledge

Quick Start

Ingest a sample source into the wiki to initialize your 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 an interlinked markdown wiki from diverse sources?

To build an interlinked markdown wiki, ingest articles, papers, or transcripts to automatically organize them into a layered structure of raw sources, wiki pages, and schema. This creates a persistent knowledge base with YAML frontmatter and Obsidian-compatible wikilinks for navigation.

What is a three-layer wiki structure and why use it for knowledge management?

A three-layer wiki structure separates raw sources, generated wiki pages, and schema to maintain knowledge integrity. It enforces YAML frontmatter on every page and supports environment-driven paths (WIKI_PATH), ensuring durable, coherent cross-referencing across your markdown knowledge base.

How do I ingest research papers and transcripts into a markdown knowledge base?

Ingest research papers and transcripts by passing them to the wiki skill, which automatically organizes the content into interconnected markdown pages. It extracts entities and concepts, applies YAML frontmatter, and links them using Obsidian-compatible wikilinks within the configured WIKI_PATH.

Does this markdown wiki support Obsidian-compatible wikilinks?

Yes, the markdown wiki fully supports Obsidian-compatible wikilinks for interlinking concepts. Combined with environment-driven paths (WIKI_PATH) and YAML frontmatter on every page, it ensures seamless navigation and cross-referencing within your persistent knowledge base.

Can I audit and lint my markdown wiki for broken links?

Yes, you can audit and lint your markdown wiki to ensure knowledge base integrity. The skill supports cross-linking, annotation, and auditing workflows, checking the three-layer structure and YAML frontmatter to maintain coherent, navigable cross-references across stored pages.

What is the best way to answer questions against a stored markdown knowledge base?

The best way to answer questions against a stored knowledge base is to query the interlinked markdown wiki directly. The skill navigates the three-layer structure and Obsidian-compatible wikilinks to retrieve relevant concepts and synthesize accurate answers from your sources.