What it unlocks
- Search your whole corpus mid-task without pasting files into the chat
- Compile one Context Capsule for a goal instead of running five searches
- Cite an exact line span and content hash in a PR description or ADR
- Second-brain recipes for lookup, capture, meeting ingestion, and provenance
- Project-aware ranking: work in a repo and its collection gets a bounded, explainable boost