{
  "description": "Force the dialectic agent to actually invoke tools (grep/search) by asking an enumeration+aggregation question that the prefetched first turn cannot answer in one shot. Used to verify Langfuse tool-call observations nest under the step span.",
  "workspace_config": {},
  "steps": [
    {
      "step_type": "create_session",
      "session_id": "tool_calls_test",
      "config": {
        "reasoning": {
          "enabled": false
        }
      },
      "peer_configs": {
        "user": {
          "observe_me": true,
          "observe_others": false
        },
        "assistant": {
          "observe_me": false,
          "observe_others": true
        }
      }
    },
    {
      "step_type": "add_messages",
      "session_id": "tool_calls_test",
      "messages": [
        {
          "peer_id": "user",
          "content": "Monday I grabbed a $5 latte at Starbucks before my standup.",
          "created_at": "2024-03-04T08:30:00"
        },
        {
          "peer_id": "assistant",
          "content": "Nice, a classic way to start the week.",
          "created_at": "2024-03-04T08:31:00"
        },
        {
          "peer_id": "user",
          "content": "Tuesday I tried a $4 cold brew from Blue Bottle, really smooth.",
          "created_at": "2024-03-05T09:15:00"
        },
        {
          "peer_id": "assistant",
          "content": "Blue Bottle makes a solid cold brew.",
          "created_at": "2024-03-05T09:16:00"
        },
        {
          "peer_id": "user",
          "content": "Wednesday was a $6 oat-milk mocha at a little place downtown.",
          "created_at": "2024-03-06T08:45:00"
        },
        {
          "peer_id": "assistant",
          "content": "Oat milk mochas are underrated.",
          "created_at": "2024-03-06T08:46:00"
        },
        {
          "peer_id": "user",
          "content": "Thursday I skipped coffee and just had tea at home.",
          "created_at": "2024-03-07T08:20:00"
        },
        {
          "peer_id": "assistant",
          "content": "A calm morning, sounds good.",
          "created_at": "2024-03-07T08:21:00"
        },
        {
          "peer_id": "user",
          "content": "Friday I splurged on a $7 pour-over at the roastery near the office.",
          "created_at": "2024-03-08T08:50:00"
        },
        {
          "peer_id": "assistant",
          "content": "Ending the week strong!",
          "created_at": "2024-03-08T08:51:00"
        }
      ]
    },
    {
      "step_type": "wait",
      "target": "queue_empty",
      "timeout": 180,
      "flush": true
    },
    {
      "step_type": "query",
      "description": "Global query (no session history) + empty prefetch (reasoning off) forces grep/search tool calls",
      "target": "chat",
      "observer_peer_id": "assistant",
      "observed_peer_id": "user",
      "reasoning_level": "max",
      "input": "How many separate coffees did I buy this week, and exactly how much did I spend in total across all of them?",
      "assertions": [
        {
          "assertion_type": "llm_judge",
          "prompt": "Does the response state that the user bought 4 coffees totaling $22 (or correctly enumerate the $5, $4, $6, and $7 purchases)?",
          "pass_if": true
        }
      ]
    }
  ]
}