llm-wiki

Ingest and maintain interlinked Markdown knowledge bases for LLM research.

Updated May 3, 2026
One-click install
npx skills add https://github.com/JuanMS20/solviora-agent --skill llm-wiki-juanms20
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: llm-wiki
Source: https://github.com/JuanMS20/solviora-agent/tree/main/skills/research/llm-wiki
Command: npx skills add https://github.com/JuanMS20/solviora-agent --skill llm-wiki-juanms20

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Karpathy's LLM Wiki helps build and maintain a persistent, compounding knowledge base as interlinked Markdown files. It enables cross-references, provenance tracking, and a searchable archive that remains current as new sources are ingested.

Core Features & Use Cases

  • Build and maintain a compounding knowledge base as interlinked Markdown files.
  • Cross-link pages, track provenance, and support Obsidian-compatible linking for research workflows.
  • Ingest sources, lint and audit for consistency, and enable rapid Q&A over a curated knowledge archive.

Quick Start

Create a wiki directory, initialize SCHEMA.md and index.md, then begin ingesting sources to build your LLM 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 for LLM research?▼

Build an interlinked Markdown knowledge base by creating a wiki directory, initializing SCHEMA.md and index.md, and ingesting sources into raw/ and assets/ folders. This creates a compounding archive with cross-linked entities and provenance tracking.

Does this knowledge base approach support Obsidian-compatible cross-linking?▼

Yes, the knowledge base supports Obsidian-compatible linking. Pages use frontmatter-based metadata and cross-linking to connect entities, allowing you to navigate and query your research archive directly within Obsidian.

What's the best way to maintain consistency when adding new sources to a Markdown wiki?▼

Maintain wiki consistency by applying periodic linting and auditing after ingesting new sources. This process checks frontmatter-based pages and cross-references, ensuring your interlinked knowledge base remains accurate and current.

Can I query my research archive after ingesting raw sources into the wiki?▼

Yes, you can query your research archive after ingestion. The wiki ingests sources into structured folders and applies frontmatter metadata, enabling rapid Q&A and information retrieval over your curated knowledge base.

Do I need a specific folder structure to start a Karpathy-style LLM wiki?▼

Yes, you need a specific folder structure including raw/ and assets/ directories for sources. You must initialize SCHEMA.md and index.md before ingestion to establish the schema and frontmatter conventions required for cross-linking.

Why use a persistent Markdown wiki instead of isolated research notes?▼

Use a persistent Markdown wiki to compound knowledge over time. Unlike isolated notes, it tracks provenance, cross-links entities, and remains searchable as new sources are added, creating an interlinked archive for rapid retrieval.