What problem does it solve? Valuable insights surface during AI conversations but get lost when sessions end, or get dumped into one bloated notes file that becomes unusable. This Skill classifies each piece of durable knowledge and routes it to the correct persistent home so it compounds across sessions. ## Core Features & Use Cases - Knowledge classification: Distinguishes procedures (skills), evolving project state (session memory), always-relevant conventions (CLAUDE.md), and stable cross-cutting facts (reference notes), with drop as the default for low-value observations. - Reference-notes tier: Manages a .claude/context/ store with an auto-generated INDEX.md discovery catalog plus on-demand notes/<topic>.md files, created and reindexed via scripts/context.py. - SessionStart integration: Prints the context index at session start so on-demand notes remain discoverable without loading their full content. - Use Case: During a debugging session you learn that Office is Click-to-Run and that a ClickOnce trust prompt behaves a certain way. The router sends the short fact to CLAUDE.md and creates a typed reference note for the ClickOnce behavior, reindexing the catalog automatically. ## Quick Start Ask the assistant to remember that Office is Click-to-Run and let it route that fact to the right persistent home.