nanoclaw-gws-ea: Skill for Claude Code

Add Karpathy LLM Wiki

Set up a persistent wiki knowledge base on NanoClaw, based on Karpathy's LLM Wiki pattern.

Step 1: Read the pattern

Read ${CLAUDE_SKILL_DIR}/llm-wiki.md — this is the full LLM Wiki idea as written by Karpathy. Understand it thoroughly before proceeding. Summarize the core idea to the user briefly, then discuss what they want to build.

Step 2: Choose a group

AskUserQuestion: "Which group should have the wiki?"

1. Main group — add to your existing main chat
2. Dedicated group — create a new group just for the wiki
3. Other — pick an existing group

If dedicated: ask which channel and chat, then register with pnpm exec tsx setup/index.ts --step register.

Step 3: Design collaboratively

Discuss with the user based on the pattern:

• What's the wiki's domain or topic?
• What kinds of sources will they add? (URLs, PDFs, images, voice notes, books, transcripts)
• Do they want the full three-layer architecture or a lighter version?
• Any specific conventions they care about? (The pattern intentionally leaves this open.)

Based on this discussion, create three things:

3a. Directory structure

Create wiki/ and sources/ directories in the group folder. Create initial index.md and log.md per the pattern's Indexing and Logging section. Adapt to the user's domain.

3b. Container skill

Create a container/skills/wiki/SKILL.md tailored to this user's wiki. This is the schema layer from the pattern — it tells the agent how to maintain the wiki. Base it on the pattern's Operations section (ingest, query, lint) and the conventions you agreed on with the user. Don't over-prescribe — the pattern says "your LLM figures out the rest."

3c. Group CLAUDE.md

Edit the group's CLAUDE.md to add a wiki section. This is critical — it's what turns the agent into a wiki maintainer. It should:

• Explain the wiki system concisely: what it is, the three layers (sources, wiki, schema), the three operations (ingest, query, lint)
• Index the key files and folders (wiki/, sources/, wiki/index.md, wiki/log.md)
• Point to the container skill for detailed workflow
• Ingest discipline: Be very explicit that when the user provides multiple files or points at a folder with many files, the agent MUST process them one at a time. For each file: read it, discuss takeaways, create/update all wiki pages (summary, entities, concepts, cross-references, index, log), and completely finish with that file before moving to the next. Never batch-read all files and then process them together — this produces shallow, generic pages instead of the deep integration the pattern requires.