knowledge-ops

SKILL.md

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