Strategy template for interactive actors. Implements the intent interpretation loop:
- context_assembly — gather context for the synthesizer
- interpret — call synthesizer with structured output spec
- validate — run plan through PlanGate
- preview (conditional) — block for approval if side effects
- execute — run the plan
- converge — standard converge with findings, outputs, summary
Uses Option A from the plan: one episode per conversation turn.