Use when the user wants a crew member to reflect conversationally on their accumulated activity log and discuss possible updates to memory or persona, grounded in cited evidence. Findings are surfaced in chat and applied (or passed on) in real time — no separate review step.
Use when the user wants to create a new "crew member" — a personalized Claude Code agent with a name (Interstellar-style by default, custom names supported), persona, per-agent state directory, and shell alias for top-level conversation. Walks naming, persona elicitation, and scaffolding in one flow.