shamu

Use at the start of any shamu development session, when continuing work on the multi-agent orchestrator, when advancing through phases, spawning sub-agent swarms, or deciding what to do next. Cements the development pipeline (HANDOFF → PLAN → swarm → verify → commit) and the invariants that survive across sessions.