Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos). Use when the user
Maintain the Awesome Mac repository when adding, updating, or relocating app entries across README.md, README-zh.md, README-ja.md, and README-ko.md. Use this wh
Use when an operation issue is an index refresh — typically the hourly index-refresh routine. Rebuild `wiki/index.md` so each entry has a tight, scannable one-l
Use when an operation issue is a Paperclip cursor-window, distill, or backfill — `operationType: "distill"` or `"backfill"` and the body references a Paperclip
Use when an operation issue asks you to ingest a captured source from `raw/` into the LLM Wiki, or when the user explicitly says "ingest <slug>". The issue body
Use when an operation issue is a lint or health-check (`operationType: "lint"`) — typically the nightly lint routine or a manual "Run lint" from the UI. Audit t
Use when an operation issue asks you to answer a question from the LLM Wiki — `operationType: "query"` and a question in the issue body. Answer with citations t
Manage the personal knowledge wiki. Use when the user shares articles, documents, or asks to organize knowledge; when a conversation produces insights worth pre