[
  {
    "event": {
      "kind": "baseline_fill",
      "at": "08:00",
      "role": "Warehouse Associate",
      "count": 3,
      "city": "Toledo",
      "state": "OH",
      "shift_start": "08:00 AM",
      "scenario_note": "Regular Monday morning shift, 8-hour."
    },
    "ok": true,
    "fills": [
      {
        "candidate_id": "W500K-7079",
        "name": "Patrick Ross",
        "reason": "Top-ranked candidate (score 0.69) verified via SQL with high availability (0.8645)."
      },
      {
        "candidate_id": "W500K-48488",
        "name": "Olivia Y. Howard",
        "reason": "Second-ranked candidate (score 0.67) verified via SQL with good availability (0.6458)."
      },
      {
        "candidate_id": "W500K-39023",
        "name": "Deborah X. Sanchez",
        "reason": "Third-ranked candidate (score 0.67) verified via SQL with good availability (0.6113)."
      }
    ],
    "turns": 4,
    "duration_secs": 22.11,
    "gap_signals": [
      "double_book: undefined Olivia Y. Howard already booked for 08:00",
      "double_book: undefined Deborah X. Sanchez already booked for 08:00"
    ],
    "sources_first_score": 0.6889494,
    "sources_last_score": 0.64508283,
    "pool_size": 770,
    "playbook_citations": [],
    "discovered_pattern": "Across 25 similar past playbooks (6 workers examined) · recurring certifications: Forklift (67%), OSHA-10 (50%) · recurring skills: mill (50%), 6S (50%) · archetype mostly: communicator · reliability median 0.83 (range 0.75–0.96)"
  },
  {
    "event": {
      "kind": "recurring",
      "at": "10:30",
      "role": "Machine Operator",
      "count": 2,
      "city": "Toledo",
      "state": "OH",
      "shift_start": "11:00 AM",
      "scenario_note": "Recurring Tuesday/Thursday slot — prior workers may still be available."
    },
    "ok": true,
    "fills": [
      {
        "candidate_id": "W500K-29298",
        "name": "Robert W. Gonzalez",
        "reason": "Top-ranked Machine Operator in Toledo, OH with high availability (0.8843) and reliability (0.8928), verified via SQL."
      },
      {
        "candidate_id": "W500K-19759",
        "name": "Carmen Z. Rodriguez",
        "reason": "Second-ranked Machine Operator in Toledo, OH with high availability (0.8207) and reliability (0.8284), verified via SQL."
      }
    ],
    "turns": 3,
    "duration_secs": 18.139,
    "gap_signals": [
      "double_book: undefined Robert W. Gonzalez already booked for 08:00",
      "double_book: undefined Carmen Z. Rodriguez already booked for 08:00"
    ],
    "sources_first_score": 0.71900976,
    "sources_last_score": 0.5399919,
    "pool_size": 997,
    "playbook_citations": [
      "pb-seed-0bca7a3e7b162011"
    ],
    "discovered_pattern": "Across 25 similar past playbooks (6 workers examined) · recurring certifications: Forklift (67%), OSHA-10 (50%) · recurring skills: mill (50%), 6S (50%) · archetype mostly: leader · reliability median 0.83 (range 0.75–0.96)"
  },
  {
    "event": {
      "kind": "expansion",
      "at": "12:15",
      "role": "Forklift Operator",
      "count": 5,
      "city": "Toledo",
      "state": "OH",
      "shift_start": "01:00 PM",
      "scenario_note": "New warehouse location opening, five-worker team needed."
    },
    "ok": false,
    "fills": [],
    "turns": 0,
    "duration_secs": 42.022,
    "error": "aborted — 3 consecutive drift flags",
    "gap_signals": [
      "drift_or_tool: aborted — 3 consecutive drift flags"
    ]
  },
  {
    "event": {
      "kind": "emergency",
      "at": "14:00",
      "role": "Loader",
      "count": 4,
      "city": "Toledo",
      "state": "OH",
      "shift_start": "04:00 PM same day",
      "deadline": "16:00",
      "scenario_note": "Walkoff incident — replacement crew needed by 16:00 sharp."
    },
    "ok": true,
    "fills": [
      {
        "candidate_id": "15305",
        "name": "Mary R. Richardson",
        "reason": "Top availability (0.988) verified in Toledo, OH"
      },
      {
        "candidate_id": "16975",
        "name": "Brian X. Price",
        "reason": "High availability (0.9755) verified in Toledo, OH"
      },
      {
        "candidate_id": "12325",
        "name": "Raj Torres",
        "reason": "Good availability (0.7847) verified in Toledo, OH"
      },
      {
        "candidate_id": "19495",
        "name": "George V. Stewart",
        "reason": "Sufficient availability (0.7322) verified in Toledo, OH"
      }
    ],
    "turns": 3,
    "duration_secs": 25.559,
    "gap_signals": [
      "double_book: undefined Mary R. Richardson already booked for 08:00",
      "double_book: undefined Brian X. Price already booked for 08:00",
      "double_book: undefined Raj Torres already booked for 08:00",
      "double_book: undefined George V. Stewart already booked for 08:00"
    ],
    "sources_first_score": 0.64419335,
    "sources_last_score": 0.54439425,
    "pool_size": 380,
    "playbook_citations": [
      "pb-seed-33f6591250bf3c3b"
    ],
    "discovered_pattern": "Across 25 similar past playbooks (6 workers examined) · recurring certifications: Forklift (67%), OSHA-10 (50%) · recurring skills: 6S (50%), mill (50%) · archetype mostly: leader · reliability median 0.83 (range 0.75–0.96)"
  },
  {
    "event": {
      "kind": "misplacement",
      "at": "15:45",
      "role": "Warehouse Associate",
      "count": 1,
      "city": "Toledo",
      "state": "OH",
      "shift_start": "remainder of 08:00 shift",
      "scenario_note": "One worker from the 08:00 fill didn't show; rebuild the gap.",
      "replaces_event": "08:00",
      "exclude_worker_ids": [
        null,
        null,
        null
      ]
    },
    "ok": true,
    "fills": [
      {
        "candidate_id": "7079",
        "name": "Patrick Ross",
        "reason": "Verified via SQL as a Warehouse Associate in Toledo, OH with availability 0.8645 (>0.5)."
      }
    ],
    "turns": 3,
    "duration_secs": 14.485,
    "gap_signals": [
      "double_book: undefined Patrick Ross already booked for 08:00"
    ],
    "sources_first_score": 0.6889494,
    "sources_last_score": 0.6889494,
    "pool_size": 770,
    "playbook_citations": [],
    "discovered_pattern": "Across 25 similar past playbooks (11 workers examined) · recurring certifications: Forklift (64%), OSHA-10 (55%) · archetype mostly: communicator · reliability median 0.78 (range 0.53–0.96)"
  }
]