llm-wiki

Ingest sources into an interlinked Markdown knowledge base with wikilinks and provenance tags.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/shiftrepo/aws --skill llm-wiki-shiftrepo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: llm-wiki
Source: https://github.com/shiftrepo/aws/tree/main/HermesAgent/skills/skills/research/llm-wiki
Command: npx skills add https://github.com/shiftrepo/aws --skill llm-wiki-shiftrepo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Karpathy's LLM Wiki enables you to build and maintain a persistent, interlinked Markdown knowledge base. It ingests sources, queries compiled knowledge, and lint for consistency.

Core Features & Use Cases

  • Ingest sources into a persistent wiki
  • Query compiled knowledge across interlinked pages
  • Lint for consistency and detect contradictions across content

Quick Start

Ingest a source into the wiki and begin querying the 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 an interlinked Markdown knowledge base from multiple sources?▼

An interlinked Markdown knowledge base is built by ingesting sources and applying wikilink cross-references. This process uses frontmatter-based discovery and taxonomy-driven organization to create a persistent, queryable wiki.

What is provenance tagging in a Markdown wiki?▼

Provenance tagging in a Markdown wiki is the process of tracking the origin of ingested information. It ensures that cross-referenced notes maintain source attribution, enabling scalable querying and ongoing content verification.

How do I detect contradictions across interlinked Markdown notes?▼

To detect contradictions in interlinked Markdown notes, you run a consistency linting process. This checks the compiled knowledge base for conflicting information across cross-referenced pages to maintain content integrity.

Can I use wikilinks and frontmatter for Markdown knowledge base organization?▼

Yes, you can use wikilinks and frontmatter for Markdown knowledge base organization. Wikilinks establish cross-references between pages, while frontmatter enables taxonomy-driven discovery and scalable querying across the wiki.

What is the best way to maintain a persistent knowledge base for researchers?▼

The best way to maintain a persistent knowledge base for researchers is to use automated ingestion and linting. This ensures source provenance tagging and cross-referenced notes remain consistent and queryable as the wiki scales.

Why does my Markdown knowledge base need linting?▼

Your Markdown knowledge base needs linting to detect contradictions and maintain consistency across interlinked pages. Without it, ongoing ingestion and taxonomy-driven organization would eventually lead to conflicting or broken cross-references.