[
  {
    "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-48488",
        "name": "Olivia Y. Howard"
      },
      {
        "candidate_id": "W500K-39023",
        "name": "Deborah X. Sanchez"
      },
      {
        "candidate_id": "W500K-11915",
        "name": "Ryan Hughes"
      }
    ],
    "turns": 5,
    "duration_secs": 36.115,
    "gap_signals": [
      "double_book: undefined Deborah X. Sanchez already booked for 08:00",
      "double_book: undefined Ryan Hughes already booked for 08:00",
      "artifact: undefined is not an object (evaluating 'f.reason.slice')"
    ],
    "sources_first_score": 0.9207733,
    "sources_last_score": 0.64500326,
    "pool_size": 770,
    "playbook_citations": [
      "pb-seed-283399153f99f6f8",
      "pb-seed-82c1d9ce0c0846fa",
      "pb-seed-696e5e0af9f4fb48",
      "pb-seed-1fdfe61a88845ddc",
      "pb-seed-7ff5f722901521bb",
      "pb-seed-f609efa8606fd0a5",
      "pb-seed-25602684cc842170",
      "pb-seed-4b62b87a4a4ebde0"
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    "discovered_pattern": "Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (47%) · archetype mostly: communicator · reliability median 0.79 (range 0.19–1.00)"
  },
  {
    "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"
      },
      {
        "candidate_id": "W500K-19759",
        "name": "Carmen Z. Rodriguez"
      }
    ],
    "turns": 4,
    "duration_secs": 23.424,
    "gap_signals": [
      "double_book: undefined Robert W. Gonzalez already booked for 08:00",
      "double_book: undefined Carmen Z. Rodriguez already booked for 08:00",
      "artifact: undefined is not an object (evaluating 'f.reason.slice')"
    ],
    "sources_first_score": 0.9214594,
    "sources_last_score": 0.59974647,
    "pool_size": 997,
    "playbook_citations": [
      "pb-seed-0bca7a3e7b162011",
      "pb-seed-4803c51c277e29b8",
      "pb-seed-48868be50ebd56ff",
      "pb-seed-f88f133db617f15e"
    ],
    "discovered_pattern": "Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (47%) · archetype mostly: communicator · reliability median 0.79 (range 0.19–1.00)"
  },
  {
    "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": true,
    "fills": [
      {
        "candidate_id": "W500K-22375",
        "name": "Matthew P. Garcia"
      },
      {
        "candidate_id": "W500K-19588",
        "name": "Maria K. Cruz"
      },
      {
        "candidate_id": "W500K-28024",
        "name": "Nancy W. Ward"
      },
      {
        "candidate_id": "W500K-37736",
        "name": "Jennifer K. Robinson"
      },
      {
        "candidate_id": "W500K-17543",
        "name": "Charles T. Walker"
      }
    ],
    "turns": 2,
    "duration_secs": 13.188,
    "gap_signals": [
      "double_book: undefined Matthew P. Garcia already booked for 08:00",
      "double_book: undefined Maria K. Cruz already booked for 08:00",
      "double_book: undefined Nancy W. Ward already booked for 08:00",
      "double_book: undefined Jennifer K. Robinson already booked for 08:00",
      "double_book: undefined Charles T. Walker already booked for 08:00",
      "artifact: undefined is not an object (evaluating 'f.reason.slice')"
    ],
    "sources_first_score": 0.77542925,
    "sources_last_score": 0.50850546,
    "pool_size": 687,
    "playbook_citations": [
      "pb-seed-e214fa2d547dc296",
      "pb-seed-4cc028e29f1a0226",
      "pb-seed-0c55228e243d1d6b",
      "pb-seed-8fa87539df3ba59e"
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    "discovered_pattern": "Across 25 similar past playbooks (28 workers examined) · recurring certifications: OSHA-10 (46%) · archetype mostly: communicator · reliability median 0.77 (range 0.19–1.00)"
  },
  {
    "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": "37902",
        "name": "Shirley U. Hall"
      },
      {
        "candidate_id": "15305",
        "name": "Mary R. Richardson"
      },
      {
        "candidate_id": "14623",
        "name": "James Rivera"
      },
      {
        "candidate_id": "10656",
        "name": "Ashley Cox"
      }
    ],
    "turns": 3,
    "duration_secs": 28.041,
    "gap_signals": [
      "double_book: undefined Shirley U. Hall already booked for 08:00",
      "double_book: undefined Mary R. Richardson already booked for 08:00",
      "double_book: undefined James Rivera already booked for 08:00",
      "double_book: undefined Ashley Cox already booked for 08:00",
      "artifact: undefined is not an object (evaluating 'f.reason.slice')"
    ],
    "sources_first_score": 0.8286512,
    "sources_last_score": 0.47584596,
    "pool_size": 380,
    "playbook_citations": [
      "pb-seed-33f6591250bf3c3b",
      "pb-seed-fe7e68ba6e78fe83",
      "pb-seed-f294439a8dc3978e"
    ],
    "discovered_pattern": "Across 25 similar past playbooks (27 workers examined) · recurring certifications: OSHA-10 (44%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)"
  },
  {
    "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": "48488",
        "name": "Olivia Y. Howard"
      }
    ],
    "turns": 4,
    "duration_secs": 21.735,
    "gap_signals": [
      "double_book: undefined Olivia Y. Howard already booked for 08:00",
      "artifact: undefined is not an object (evaluating 'f.reason.slice')"
    ],
    "sources_first_score": 0.8140698,
    "sources_last_score": 0.5664244,
    "pool_size": 770,
    "playbook_citations": [
      "pb-seed-283399153f99f6f8",
      "pb-seed-82c1d9ce0c0846fa",
      "pb-seed-696e5e0af9f4fb48",
      "pb-seed-e0320d3594f25cd1",
      "pb-seed-1fdfe61a88845ddc",
      "pb-seed-7ff5f722901521bb",
      "pb-seed-f609efa8606fd0a5",
      "pb-seed-25602684cc842170",
      "pb-seed-4b62b87a4a4ebde0"
    ],
    "discovered_pattern": "Across 25 similar past playbooks (28 workers examined) · recurring certifications: OSHA-10 (46%) · archetype mostly: communicator · reliability median 0.77 (range 0.19–1.00)"
  }
]