{ "trajectory_id": "traj-success-tool-001", "task": { "task_id": "task-002", "input": "Check the current test status for the prototype.", "channel": "telegram", "created_at": "2026-04-14T13:03:00Z", "user_id": "oza" }, "context_snapshot": { "conversation_summary": "User wants concrete progress on the memabra prototype.", "environment_summary": "Pytest is available in the local repo environment.", "recent_failures": [] }, "candidate_sets": { "memory": [], "skill": [], "tool": [ { "id": "tool-terminal-1", "type": "tool", "title": "terminal", "summary": "Run shell commands in the local environment.", "triggers": ["check", "current", "test"], "cost": 0.2, "confidence": 0.95, "success_rate": 0.92, "freshness": 1.0, "risk": 0.2, "tags": ["system", "tests"], "source": "system" } ], "skill": [] }, "decisions": [ { "step": 1, "decision_type": "call_tool", "selected_ids": ["tool-terminal-1"], "rejected_ids": [], "rationale": "Current test status is a live system fact and must be observed with a tool.", "estimated_cost": 0.2 } ], "events": [], "outcome": { "status": "success", "steps": 1, "latency_ms": 700, "user_corrections": 0, "tool_errors": 0, "notes": "Terminal used appropriately to inspect live test state." }, "reward": { "total": 1.6, "components": { "task_success": 1.0, "retrieval_hit": 0.4, "tool_error": 0.0, "user_correction": 0.0, "latency": 0.08, "context_cost": 0.02, "useful_reuse": 0.3 } } }