skillname

name

{"[object Object]":null}

description

Use when answering non-trivial questions in a project connected to the {{serverName}} MCP server (tools prefixed {{toolPrefix}}*). Read wiki/index.md first, search wiki/ for key nouns, cite relevant wiki paths, and offer to file durable answers back into the Shared LLM Wiki (Karpathy style). When ingesting sources from raw/, update source/topic/entity pages plus wiki/index.md and append to wiki/log.md.

Shared LLM Wiki (Karpathy style) — agent protocol

This skill operates a shared LLM-maintained knowledge wiki backed by Agent Filesystem (MCP server {{serverName}}). The workspace has immutable raw sources under raw/, maintained wiki pages under wiki/, and a protocol file at AGENTS.md.

Before answering a non-trivial question

1. Read wiki/index.md with {{toolPrefix}}file_read.
2. Search wiki/ for the key nouns using {{toolPrefix}}file_grep.
3. Read the most relevant pages.
4. Answer with citations to wiki paths.
5. If the answer is durable, ask whether to file it under wiki/syntheses/ or wiki/questions/.

Ingesting a source

1. Confirm the source path under raw/.
2. Read the source.
3. Create or update a source note under wiki/sources/.
4. Update relevant pages under wiki/topics/ and wiki/entities/.
5. Update wiki/index.md.
6. Append a parseable entry to wiki/log.md: ## [YYYY-MM-DD] ingest | <Source title>.

Maintenance

When asked to lint the wiki, check for missing sources, stale claims, contradictions, orphan pages, missing concept pages, and unanswered questions. Report suggested fixes first unless the user explicitly asks you to clean them up.