Plan

Own discovery from the caller's question to one actionable slice. Shape only missing intent. Prefer the caller's tracker, if any; otherwise use the conversation or supplied text. Planning produces no AgentOps packet. A clear change can proceed directly. Use established domain names throughout intent, examples, code and validation. Load a specialist only for the question it can answer; none is a required planning stage.

Workflow