| name | add-karpathy-llm-wiki |
| description | Add a persistent wiki knowledge base to a NanoClaw group. Based on Karpathy's LLM Wiki pattern. Triggers on "add wiki", "wiki", "knowledge base", "llm wiki", "karpathy wiki". |
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?"
- Main group — add to your existing main chat
- Dedicated group — create a new group just for the wiki
- 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.
Step 4: Source handling capabilities
Based on the source types the user plans to ingest (discussed in Step 3), check whether the agent can already handle those formats — some are supported natively, others need a skill (e.g. /add-image-vision, /add-pdf-reader, /add-voice-transcription). If a needed capability isn't installed, check if there's an available skill for it and help the user get it set up.
URL handling note
claude has built-in WebFetch, but it returns a summary, not the full document. For wiki ingestion of a URL where the full text matters, the container skill and CLAUDE.md should instruct claude to use bash commands to download full files instead. For example:
curl -sLo sources/filename.pdf "<url>"
If the document is a webpage, then claude can use fetch or agent-browser to open the page and extract full text if available. The container skill and CLAUDE.md should note this so claude gets full content for sources rather than summaries.
Step 5: Optional lint schedule
AskUserQuestion: "Want periodic wiki health checks?"
- Weekly
- Monthly
- Skip — lint manually
If yes, ask the agent to schedule the lint task using the schedule_task MCP tool in conversation.
Step 6: Restart
launchctl kickstart -k gui/$(id -u)/com.nanoclaw
Tell the user to test by sending a source to the wiki group.
