llm-wiki

Ingest sources into an interlinked Markdown knowledge base with provenance tracking.

Updated May 21, 2026
One-click install
npx skills add https://github.com/samlaggz/hermes-agent-sam --skill llm-wiki-samlaggz
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: llm-wiki
Source: https://github.com/samlaggz/hermes-agent-sam/tree/main/backup/skills/research/llm-wiki
Command: npx skills add https://github.com/samlaggz/hermes-agent-sam --skill llm-wiki-samlaggz

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Karpathy's LLM Wiki addresses the need for a persistent, interlinked knowledge base that evolves over time without re-ingesting entire sources for every query.

Core Features & Use Cases

  • Build and maintain a cross-referenced Markdown knowledge base following Karpathy's LLM Wiki pattern.
  • Ingest sources into a layered wiki (raw sources, wiki pages, and schema) and query with cross-links.
  • Use cases include knowledge curation, question answering over a structured knowledge base, and provenance-aware synthesis.

Quick Start

Create a new wiki directory and initialize the SCHEMA.md, index.md, and log.md to begin ingesting sources.

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 research sources?

You can build an interlinked Markdown knowledge base by ingesting sources into a persistent local directory structure with frontmatter-backed pages, enforcing conventions for cross-references and provenance tracking.

What is the best way to maintain cross-referenced research notes for LLMs?

Maintaining cross-referenced research notes involves organizing sources into a layered wiki structure, enabling querying and linting through frontmatter-backed pages to ensure scalable knowledge base growth without re-ingesting.

How do I set up a local directory structure for a Markdown wiki?

To set up a local directory structure for a Markdown wiki, create a wiki directory and initialize core files like SCHEMA.md, index.md, and log.md to begin ingesting and organizing your sources.

Can I track provenance and query structured notes over a persistent knowledge base?

Yes, you can track provenance and query structured notes by applying a layered wiki pattern that separates raw sources, wiki pages, and schema, allowing provenance-aware synthesis and cross-linked querying.

Does organizing a knowledge base with frontmatter-backed pages prevent re-ingesting entire sources?

Organizing a knowledge base with frontmatter-backed pages prevents re-ingesting entire sources by maintaining a persistent, interlinked Markdown structure that evolves over time, enabling efficient querying and linting.

When do I need a cross-referenced Markdown wiki instead of standard research notes?

You need a cross-referenced Markdown wiki instead of standard notes when your research workflows require structured organization, provenance tracking, and scalable growth through interlinked, frontmatter-backed pages.