[ { "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": "7079", "name": "Patrick Ross", "reason": "Top ranked candidate (score 0.69) from hybrid_search, verified in SQL with high availability (0.5741) and reliability (0.7398)." }, { "candidate_id": "48488", "name": "Olivia Y. Howard", "reason": "Second ranked candidate (score 0.67) from hybrid_search, verified in SQL with high availability (0.761) and reliability (0.6939)." }, { "candidate_id": "39023", "name": "Deborah X. Sanchez", "reason": "Third ranked candidate (score 0.67) from hybrid_search, verified in SQL with high availability (0.8645) and reliability (0.7538)." } ], "turns": 5, "duration_secs": 37.135, "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 (11 workers examined) · recurring certifications: OSHA-10 (64%), Forklift (45%) · recurring skills: overhead crane (45%) · archetype mostly: communicator · reliability median 0.96 (range 0.75–1.00)" }, { "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-48548", "name": "Kimberly G. Thomas", "reason": "Top-ranked hybrid search result (score 0.59) for Machine Operator in Toledo, OH with verified availability > 0.5." }, { "candidate_id": "W500K-25702", "name": "Kathleen O. Ortiz", "reason": "Second-ranked hybrid search result (score 0.57) for Machine Operator in Toledo, OH with verified availability > 0.5." } ], "turns": 2, "duration_secs": 14.62, "gap_signals": [ "double_book: undefined Kimberly G. Thomas already booked for 08:00", "double_book: undefined Kathleen O. Ortiz already booked for 08:00" ], "sources_first_score": 0.58692384, "sources_last_score": 0.5535851, "pool_size": 997, "playbook_citations": [], "discovered_pattern": "Across 25 similar past playbooks (11 workers examined) · recurring certifications: OSHA-10 (64%), Forklift (45%) · recurring skills: overhead crane (45%) · archetype mostly: communicator · reliability median 0.96 (range 0.75–1.00)" }, { "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": "22375", "name": "Matthew P. Garcia", "reason": "Top hybrid_search score (0.66), verified in Toledo OH with availability 0.62 and reliability 0.75." }, { "candidate_id": "19588", "name": "Maria K. Cruz", "reason": "High hybrid_search score (0.65), verified in Toledo OH with availability 0.61 and reliability 0.77." }, { "candidate_id": "28024", "name": "Nancy W. Ward", "reason": "Strong hybrid_search score (0.62), verified in Toledo OH with availability 0.61 and reliability 0.79." }, { "candidate_id": "17543", "name": "Charles T. Walker", "reason": "Strong hybrid_search score (0.62), verified in Toledo OH with availability 0.62 and reliability 0.81." }, { "candidate_id": "9076", "name": "Rachel Turner", "reason": "High hybrid_search score (0.61), verified in Toledo OH with availability 0.66 and reliability 0.79." } ], "turns": 6, "duration_secs": 49.967, "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 Charles T. Walker already booked for 08:00", "double_book: undefined Rachel Turner already booked for 08:00" ], "sources_first_score": 0.63810116, "sources_last_score": 0.6014093, "pool_size": 1184, "playbook_citations": [], "discovered_pattern": "Across 25 similar past playbooks (12 workers examined) · recurring certifications: OSHA-10 (67%) · recurring skills: mill (42%), overhead crane (42%) · archetype mostly: communicator · reliability median 0.96 (range 0.59–1.00)" }, { "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": false, "fills": [], "turns": 0, "duration_secs": 47.086, "error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"propose_done\",\"fills\":[{\"candidate_id\":\"W500K-12325\",\"name\":\"Raj Torres\",\"reason\":\"Top-ranked Loader in Toledo, OH with high availability (score 0.72) and relevant skills (SAP, hazmat).\"},{\"candidate_id\":\"W500K-16975\",\"name\":\"Brian X. Price\",\"reason\":\"Second-ranked Loader in Toledo, OH with", "gap_signals": [ "drift_or_tool: invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"propose_done\",\"fills\":[{\"candidate_id\":\"W500K-12325\",\"name\":\"Raj Torres\",\"reason\":\"Top-ranked Loader in Toledo, OH with high availability (score 0.72) and relevant skills (SAP, hazmat).\"},{\"candidate_id\":\"W500K-16975\",\"name\":\"Brian X. Price\",\"reason\":\"Second-ranked Loader in Toledo, OH with" ] }, { "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": "11915", "name": "Ryan Hughes", "reason": "Verified via SQL as a Warehouse Associate in Toledo, OH with availability 0.6174 (>0.5) and reliability 0.8329. Matches the single target requirement." } ], "turns": 3, "duration_secs": 18.473, "gap_signals": [ "double_book: undefined Ryan Hughes already booked for 08:00" ], "sources_first_score": 0.64466006, "sources_last_score": 0.57974976, "pool_size": 770, "playbook_citations": [], "discovered_pattern": "Across 25 similar past playbooks (12 workers examined) · recurring certifications: OSHA-10 (67%) · recurring skills: overhead crane (42%), mill (42%) · archetype mostly: communicator · reliability median 0.96 (range 0.59–1.00)" } ]