knowledge-ops
Knowledge Operations
Manage a multi-layered knowledge system for ingesting, organizing, syncing, and retrieving knowledge across multiple stores.
Prefer the live workspace model:
- code work lives in the real cloned repos
- active execution context lives in GitHub, Linear, and repo-local working-context files
- broader human-facing notes can live in a non-repo context/archive folder
- durable cross-machine memory belongs in the knowledge base, not in a shadow repo workspace
When to Activate
- User wants to save information to their knowledge base
- Ingesting documents, conversations, or data into structured storage
- Syncing knowledge across systems (local files, MCP memory, Supabase, Git repos)
- Deduplicating or organizing existing knowledge
- User says "save this to KB", "sync knowledge", "what do I know about X", "ingest this", "update the knowledge base"
- Any knowledge management task beyond simple memory recall
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