"""Starter Adapter: Planner module interface (MVP).""" from __future__ import annotations from typing import Dict, Any def plan_action_sequence(plan: Dict[str, Any]) -> Dict[str, Any]: """Very small planner adapter that echoes actions with a timestamp.""" actions = plan.get("actions", []) # Attach a synthetic plan_id for traceability plan = dict(plan) plan["plan_id"] = plan.get("plan_id", "plan-0") plan["echo"] = True return plan