llm-wiki

Ingest Markdown notes into a persistent wiki with YAML frontmatter and cross-links.

1|Updated Apr 21, 2026
One-click install
npx skills add https://github.com/ChangZhou-xj/zxj_skill --skill llm-wiki-changzhou-xj
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: llm-wiki
Source: https://github.com/ChangZhou-xj/zxj_skill/tree/main/research/llm-wiki
Command: npx skills add https://github.com/ChangZhou-xj/zxj_skill --skill llm-wiki-changzhou-xj

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Karpathy's LLM Wiki solves the challenge of turning scattered notes into a persistent, interlinked knowledge base that can be queried and audited over time.

Core Features & Use Cases

  • Ingest sources into a living markdown wiki and maintain cross-links across entities, concepts, and queries.
  • Lint, audit, and health-check an existing wiki to ensure consistency with the defined schema and tagging taxonomy.
  • Reference and reuse raw sources while preserving provenance markers to trace synthesis back to original material.
  • Use Case: Start a new wiki to organize research notes or integrate new sources into an existing wiki path configured via WIKI_PATH.

Quick Start

Instruct the agent to initialize a wiki at a specific domain and begin ingesting seed sources.

Frequently Asked Questions about llm-wiki

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

FAQPage Schema
How do I organize scattered Markdown notes into an interlinked knowledge base?

To organize scattered Markdown notes into an interlinked knowledge base, ingest your sources into a persistent wiki structure to maintain cross-links across entities, concepts, and queries. The wiki enforces YAML frontmatter and taxonomy-based tagging to support scalable discovery.

What is provenance in a Markdown wiki and how does it preserve source material?

Provenance in a Markdown wiki preserves source material by applying provenance markers to trace multi-source synthesis back to original raw sources. This ensures you can reference and reuse raw sources while maintaining auditable links to the original material.

How do I lint and audit an existing Markdown wiki for schema consistency?

To lint and audit an existing Markdown wiki for schema consistency, run a health-check against the configured wiki path. This validates that pages conform to the defined YAML frontmatter schema, cross-links, and strict taxonomy-based tagging requirements.

Can I add new sources to an existing Markdown wiki at a custom file path?

Yes, you can add new sources to an existing Markdown wiki by configuring a custom directory via the WIKI_PATH variable. This allows you to integrate new material while preserving cross-links and provenance markers for the existing knowledge base.

Do I need YAML frontmatter for every page in a Markdown knowledge base?

Yes, YAML frontmatter is required for every page in the Markdown knowledge base. The wiki implementation enforces YAML frontmatter alongside strict taxonomy-based tagging and cross-links to ensure scalable discovery and consistent schema health.

Best way to start a new wiki to organize research notes?

The best way to start a new wiki to organize research notes is to instruct your agent to initialize the wiki at a specific domain and begin ingesting seed sources. This establishes the persistent structure with enforced frontmatter and cross-links from the start.