add-karpathy-llm-wiki

Set up a persistent LLM-maintained wiki knowledge base for a NanoClaw group.

1|Updated May 22, 2026
One-click install
npx skills add https://github.com/roseDwayane/LocalizeAgenticSys --skill add-karpathy-llm-wiki-rosedwayane
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: add-karpathy-llm-wiki
Source: https://github.com/roseDwayane/LocalizeAgenticSys/tree/main/nanoclaw/.claude/skills/add-karpathy-llm-wiki
Command: npx skills add https://github.com/roseDwayane/LocalizeAgenticSys --skill add-karpathy-llm-wiki-rosedwayane

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Scattered notes and one-off chat answers lose knowledge over time. This Skill configures a persistent, interlinked markdown wiki inside a NanoClaw group so an agent incrementally builds and maintains a compounding knowledge base from your sources instead of re-deriving answers on every query. ## Core Features & Use Cases - Guided wiki setup: Walks through choosing a group, designing the wiki domain, and creating the wiki/ and sources/ directories with index.md and log.md files. - Schema and container skill generation: Creates a tailored container/skills/wiki/SKILL.md and a marker-wrapped CLAUDE.md section that turns the agent into a disciplined wiki maintainer with ingest, query, and lint operations. - Source capability checks and scheduling: Verifies the agent can handle planned source types (PDFs, images, voice, URLs) and optionally schedules periodic wiki lint health checks. - Use Case: A researcher wants a companion wiki while reading papers. Run this Skill to create the wiki structure, then send each paper to the group; the agent summarizes, cross-references entities, updates the index, and logs every ingest. ## Quick Start Ask the agent to add a wiki knowledge base to your NanoClaw group and follow the prompts to pick a group and define your wiki's domain.

Frequently Asked Questions about add-karpathy-llm-wiki

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

FAQPage Schema
How do I add a wiki knowledge base to a NanoClaw group?

Invoke the add-karpathy-llm-wiki skill and choose a main, dedicated, or existing group when prompted. The skill creates wiki/ and sources/ directories, a container skill, and a CLAUDE.md section, then asks you to restart the service.

What is Karpathy's LLM Wiki pattern?

It is a pattern where an LLM incrementally builds a persistent markdown wiki from raw sources instead of using RAG. Three layers exist: immutable sources, the LLM-maintained wiki, and a schema file defining ingest, query, and lint operations.

Can the wiki ingest PDFs, images, or voice notes?

Yes, but the agent needs matching capabilities. The skill checks your planned source types and suggests installing companion skills such as add-pdf-reader, add-image-vision, or add-voice-transcription when a format is not natively supported.

Is it safe to re-run the wiki setup skill?

Yes, every step is idempotent. Directories use mkdir -p, existing wiki files are never overwritten, the container skill is preserved unless you approve an update, and the CLAUDE.md block is replaced in place via marker comments.

How do I remove the wiki from a NanoClaw group?

Follow REMOVE.md: delete container/skills/wiki, remove the marker-wrapped block from the group's CLAUDE.md with the provided perl command, and restart the service. Your wiki/ and sources/ content is preserved unless you delete it manually.