41b0a99ed2
Surfaced by today's untracked-files audit. None of these are accidents —
multiple are referenced by name in CLAUDE.md and memory files but were
never added.
Categories:
- docs/PHASE_AUDIT_GUIDE.md (106 LOC) — Claude Code phase audit guidance
- ops/systemd/lakehouse-langfuse-bridge.service — Langfuse bridge unit
- package.json — top-level npm manifest
- scripts/e2e_pipeline_check.sh + production_smoke.sh — real test scripts
- reports/kimi/audit-last-week*.md — the "Two reports live" CLAUDE.md cites
- tests/multi-agent/scenarios/ — 44 staffing scenarios (cutover decision A)
- tests/multi-agent/playbooks/ — 102 playbook records
- tests/battery/, tests/agent_test/PRD.md, tests/real-world/* — real tests
- sidecar/sidecar/{lab_ui,pipeline_lab}.py — 888 LOC dev-only UIs that
remain in service post-sidecar-drop (commit ba928b1 explicitly kept them)
Sensitivity check: scenarios use synthetic company names ("Heritage Foods",
"Cornerstone Fabrication"); audit reports describe code findings only;
no PII or secrets surfaced.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2526 lines
106 KiB
JSON
2526 lines
106 KiB
JSON
[
|
||
{
|
||
"event": {
|
||
"kind": "baseline_fill",
|
||
"at": "07:00",
|
||
"role": "Welder",
|
||
"count": 4,
|
||
"city": "Nashville",
|
||
"state": "TN",
|
||
"shift_start": "07:00 AM",
|
||
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-19, fill=paramount."
|
||
},
|
||
"ok": true,
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-29052",
|
||
"name": "Melissa K. Rivera"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-40747",
|
||
"name": "Lisa F. Wood"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-16627",
|
||
"name": "Kevin N. Watson"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-17215",
|
||
"name": "Rachel D. Lewis"
|
||
}
|
||
],
|
||
"turns": 4,
|
||
"duration_secs": 22.179,
|
||
"gap_signals": [
|
||
"double_book: undefined Lisa F. Wood already booked for 07:00",
|
||
"double_book: undefined Kevin N. Watson already booked for 07:00",
|
||
"double_book: undefined Rachel D. Lewis already booked for 07:00"
|
||
],
|
||
"sources_first_score": 0.86375034,
|
||
"sources_last_score": 0.42044848,
|
||
"pool_size": 298,
|
||
"playbook_citations": [
|
||
"pb-seed-21d7b669d9e10928",
|
||
"pb-seed-47f41d48c95d5844",
|
||
"pb-seed-43fd12b0c6d6e99b",
|
||
"pb-seed-23bc805bfed5d9bf",
|
||
"pb-seed-d9fa24136c5d0d81",
|
||
"pb-seed-25958c37e0a66365",
|
||
"pb-seed-84f76afca8cc25af",
|
||
"pb-seed-ea63f55b7e0be916",
|
||
"pb-seed-c3c17447e580effc",
|
||
"pb-seed-4e5c2c2938331559",
|
||
"pb-seed-273f8fc6f3b5aed5",
|
||
"pb-seed-e1796d4f4379d0b4",
|
||
"pb-seed-a8b15e9f30e8e4fd",
|
||
"pb-seed-596b60b9c6f8cfa5",
|
||
"pb-seed-65b9e933d00747de",
|
||
"pb-seed-e8765bcbfd4aa124",
|
||
"pb-seed-823cabc3a640e20c",
|
||
"pb-seed-bf764785c0475514",
|
||
"pb-seed-a5a55577f55922e4",
|
||
"pb-seed-6c503d85fcdd2048"
|
||
],
|
||
"discovered_pattern": "Across 25 similar past playbooks (19 workers examined) · recurring certifications: Forklift (42%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)",
|
||
"diagnostic_log": [
|
||
{
|
||
"turn": 1,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "plan",
|
||
"content": {
|
||
"kind": "plan",
|
||
"steps": [
|
||
"Run hybrid_search for Welders in Nashville, TN with availability filter",
|
||
"Review surfaced candidates for quality and location match",
|
||
"Verify at least one candidate via SQL query",
|
||
"Select top 4 candidates by score",
|
||
"Propose_done with exactly 4 fills"
|
||
]
|
||
},
|
||
"at": "2026-04-21T04:41:46.663Z"
|
||
},
|
||
{
|
||
"turn": 1,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is following a reasonable path with clear steps to identify, verify, and select 4 qualified welders in Nashville, TN. Ensure adherence to schema enforcement and double-check that all proposed candidates are verified via SQL and match the role and location criteria."
|
||
},
|
||
"at": "2026-04-21T04:41:48.207Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "hybrid_search",
|
||
"args": {
|
||
"index_name": "workers_500k_v1",
|
||
"sql_filter": "role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5",
|
||
"question": "experienced welder Nashville construction reliable",
|
||
"k": 40
|
||
},
|
||
"rationale": "First step: surface qualified welders in Nashville with availability > 0.5. Using k=40 for 4 fills to give the ranker a deep pool to discriminate."
|
||
},
|
||
"at": "2026-04-21T04:41:50.821Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"question": "experienced welder Nashville construction reliable",
|
||
"sql_filter": "role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5",
|
||
"sql_matches": 298,
|
||
"vector_reranked": 36,
|
||
"method": "hybrid_sql_vector",
|
||
"answer": null,
|
||
"sources": [
|
||
{
|
||
"doc_id": "W500K-29052",
|
||
"chunk_text": "Melissa K. Rivera — Welder in Nashville, TN. Skills: CMMS|EDM|blueprint reading|calipers|lathe|mill|pneumatics|preventive maintenance|troubleshooting|welding. Certs: Forklift. Archetype: leader. Reliability: 0.81, Availability: 0.98",
|
||
"score": 0.86375034,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-21d7b669d9e10928",
|
||
"pb-seed-47f41d48c95d5844",
|
||
"pb-seed-43fd12b0c6d6e99b",
|
||
"pb-seed-23bc805bfed5d9bf",
|
||
"pb-seed-d9fa24136c5d0d81",
|
||
"pb-seed-25958c37e0a66365",
|
||
"pb-seed-84f76afca8cc25af",
|
||
"pb-seed-ea63f55b7e0be916",
|
||
"pb-seed-c3c17447e580effc",
|
||
"pb-seed-4e5c2c2938331559",
|
||
"pb-seed-273f8fc6f3b5aed5",
|
||
"pb-seed-e1796d4f4379d0b4",
|
||
"pb-seed-a8b15e9f30e8e4fd",
|
||
"pb-seed-596b60b9c6f8cfa5",
|
||
"pb-seed-65b9e933d00747de",
|
||
"pb-seed-e8765bcbfd4aa124"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-40747",
|
||
"chunk_text": "Lisa F. Wood — Welder in Nashville, TN. Skills: CNC|GD&T|calipers|electrical|pneumatics|press brake. Certs: OSHA-10|Forklift. Archetype: reliable. Reliability: 0.91, Availability: 0.71",
|
||
"score": 0.86239755,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-21d7b669d9e10928",
|
||
"pb-seed-43fd12b0c6d6e99b",
|
||
"pb-seed-d9fa24136c5d0d81",
|
||
"pb-seed-84f76afca8cc25af",
|
||
"pb-seed-823cabc3a640e20c",
|
||
"pb-seed-ea63f55b7e0be916",
|
||
"pb-seed-bf764785c0475514",
|
||
"pb-seed-c3c17447e580effc",
|
||
"pb-seed-a5a55577f55922e4",
|
||
"pb-seed-4e5c2c2938331559",
|
||
"pb-seed-6c503d85fcdd2048",
|
||
"pb-seed-273f8fc6f3b5aed5",
|
||
"pb-seed-a8b15e9f30e8e4fd",
|
||
"pb-seed-65b9e933d00747de",
|
||
"pb-seed-e8765bcbfd4aa124"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-16627",
|
||
"chunk_text": "Kevin N. Watson — Welder in Nashville, TN. Skills: CMMS|EDM|GD&T|PLC|calipers|lathe|lockout/tagout|mill|preventive maintenance|troubleshooting. Certs: OSHA-10. Archetype: flexible. Reliability: 0.69, Availability: 0.91",
|
||
"score": 0.8289491,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-21d7b669d9e10928",
|
||
"pb-seed-43fd12b0c6d6e99b",
|
||
"pb-seed-d9fa24136c5d0d81",
|
||
"pb-seed-84f76afca8cc25af",
|
||
"pb-seed-ea63f55b7e0be916",
|
||
"pb-seed-c3c17447e580effc",
|
||
"pb-seed-4e5c2c2938331559",
|
||
"pb-seed-273f8fc6f3b5aed5",
|
||
"pb-seed-a8b15e9f30e8e4fd",
|
||
"pb-seed-65b9e933d00747de"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-17215",
|
||
"chunk_text": "Rachel D. Lewis — Welder in Nashville, TN. Skills: CNC|calipers|electrical|grinder|pneumatics|welding. Certs: OSHA-10|Forklift|Lockout/Tagout. Archetype: flexible. Reliability: 0.87, Availability: 0.79",
|
||
"score": 0.7661084,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-47f41d48c95d5844",
|
||
"pb-seed-43fd12b0c6d6e99b",
|
||
"pb-seed-23bc805bfed5d9bf",
|
||
"pb-seed-d9fa24136c5d0d81",
|
||
"pb-seed-25958c37e0a66365",
|
||
"pb-seed-84f76afca8cc25af",
|
||
"pb-seed-823cabc3a640e20c",
|
||
"pb-seed-ea63f55b7e0be916",
|
||
"pb-seed-bf764785c0475514",
|
||
"pb-seed-c3c17447e580effc",
|
||
"pb-seed-a5a55577f55922e4",
|
||
"pb-seed-4e5c2c2938331559",
|
||
"pb-seed-6c503d85fcdd2048",
|
||
"pb-seed-273f8fc6f3b5aed5",
|
||
"pb-seed-e1796d4f4379d0b4",
|
||
"pb-seed-a8b15e9f30e8e4fd",
|
||
"pb-seed-596b60b9c6f8cfa5",
|
||
"pb-seed-65b9e933d00747de"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-37649",
|
||
"chunk_text": "Benjamin B. Hernandez — Welder in Nashville, TN. Skills: EDM|PLC|blueprint reading|grinder|hydraulics|lathe|lockout/tagout|pneumatics|preventive maintenance. Certs: Forklift|Hazmat|First Aid/CPR. Archetype: flexible. Reliability: 0.69, Availability: 0.63",
|
||
"score": 0.7423507,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.12473446,
|
||
"playbook_citations": [
|
||
"pb-seed-21d7b669d9e10928"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-42955",
|
||
"chunk_text": "Mark D. Martin — Welder in Nashville, TN. Skills: CMMS|EDM|blueprint reading|calipers|electrical|hydraulics|lathe|press brake|preventive maintenance|troubleshooting. Certs: OSHA-10. Archetype: communicator. Reliability: 0.64, Availability: 0.78",
|
||
"score": 0.6053588,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-48084",
|
||
"chunk_text": "Kenneth K. Phillips — Welder in Nashville, TN. Skills: CMMS|CNC|pneumatics|press brake|preventive maintenance|welding. Certs: OSHA-30|Forklift. Archetype: flexible. Reliability: 0.77, Availability: 1.00",
|
||
"score": 0.60272306,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-42991",
|
||
"chunk_text": "Malik N. Clark — Welder in Nashville, TN. Skills: CNC|GD&T|PLC|blueprint reading|hydraulics|pneumatics|welding. Certs: OSHA-10|ServSafe. Archetype: flexible. Reliability: 0.77, Availability: 0.78",
|
||
"score": 0.59947693,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-9719",
|
||
"chunk_text": "Samantha Ward — Welder in Nashville, TN. Skills: CMMS|EDM|grinder|hydraulics|press brake|preventive maintenance. Certs: Forklift|First Aid/CPR|ISO 9001. Archetype: communicator. Reliability: 0.84, Availability: 0.77",
|
||
"score": 0.59407777,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-9880",
|
||
"chunk_text": "Raymond Watson — Welder in Nashville, TN. Skills: EDM|calipers|electrical|grinder|lathe|pneumatics|preventive maintenance|welding. Certs: Forklift|ServSafe|Lockout/Tagout. Archetype: flexible. Reliability: 0.83, Availability: 0.85",
|
||
"score": 0.59158266,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-20552",
|
||
"chunk_text": "Edward M. Cooper — Welder in Nashville, TN. Skills: EDM|GD&T|PLC|lockout/tagout|welding. Certs: OSHA-30|Forklift. Archetype: reliable. Reliability: 0.82, Availability: 0.98",
|
||
"score": 0.58346975,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-42823",
|
||
"chunk_text": "Robert B. Martinez — Welder in Nashville, TN. Skills: GD&T|PLC|calipers|lathe|mill|press brake|troubleshooting. Certs: OSHA-10|First Aid/CPR. Archetype: flexible. Reliability: 0.71, Availability: 0.86",
|
||
"score": 0.5809087,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-8801",
|
||
"chunk_text": "Lisa Kim — Welder in Nashville, TN. Skills: GD&T|lathe|lockout/tagout|micrometer|mill|troubleshooting|welding. Certs: none. Archetype: reliable. Reliability: 0.92, Availability: 0.70",
|
||
"score": 0.57773155,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-28981",
|
||
"chunk_text": "Heather R. Garcia — Welder in Nashville, TN. Skills: CMMS|GD&T|hydraulics|micrometer|pneumatics|press brake|welding. Certs: Hazmat. Archetype: flexible. Reliability: 0.63, Availability: 0.83",
|
||
"score": 0.57425505,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-25684",
|
||
"chunk_text": "Charles W. Ross — Welder in Nashville, TN. Skills: PLC|calipers|grinder|hydraulics|lockout/tagout|micrometer|mill|preventive maintenance. Certs: First Aid/CPR|Lockout/Tagout. Archetype: leader. Reliability: 0.72, Availability: 0.90",
|
||
"score": 0.5719231,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-47039",
|
||
"chunk_text": "Zachary F. Foster — Welder in Nashville, TN. Skills: CMMS|CNC|blueprint reading|electrical|hydraulics|lathe|micrometer|pneumatics|press brake. Certs: Lockout/Tagout. Archetype: communicator. Reliability: 0.57, Availability: 0.65",
|
||
"score": 0.5643715,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-16039",
|
||
"chunk_text": "Susan X. Perez — Welder in Nashville, TN. Skills: CMMS|PLC|grinder|hydraulics|press brake|welding. Certs: Hazmat|First Aid/CPR|Order Picker. Archetype: communicator. Reliability: 0.88, Availability: 1.00",
|
||
"score": 0.5585193,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-47516",
|
||
"chunk_text": "Sofia O. Clark — Welder in Nashville, TN. Skills: EDM|GD&T|PLC|blueprint reading|grinder|preventive maintenance. Certs: none. Archetype: flexible. Reliability: 0.74, Availability: 0.95",
|
||
"score": 0.53296196,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-20738",
|
||
"chunk_text": "Frank Q. Smith — Welder in Nashville, TN. Skills: CNC|EDM|calipers|electrical|lathe|mill|preventive maintenance|troubleshooting. Certs: Forklift. Archetype: flexible. Reliability: 0.73, Availability: 0.88",
|
||
"score": 0.52369165,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-2985",
|
||
"chunk_text": "George Peterson — Welder in Nashville, TN. Skills: CMMS|CNC|GD&T|PLC|blueprint reading|pneumatics|press brake|troubleshooting|welding. Certs: OSHA-10|Hazmat. Archetype: flexible. Reliability: 0.59, Availability: 0.85",
|
||
"score": 0.52345496,
|
||
"sql_verified": true
|
||
}
|
||
],
|
||
"duration_ms": 399,
|
||
"_trimmed": "16 more"
|
||
},
|
||
"at": "2026-04-21T04:41:51.222Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. The hybrid_search has correctly filtered for Welders in Nashville, TN with availability > 0.5. The next step should be to review the top candidates, verify at least one via SQL, and select the top 4 for proposal. Ensure schema enforcement and avoid any drift in location or role."
|
||
},
|
||
"at": "2026-04-21T04:41:53.134Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "sql",
|
||
"args": {
|
||
"query": "SELECT worker_id, name, role, city, state, CAST(availability AS DOUBLE) as availability, CAST(reliability AS DOUBLE) as reliability FROM workers_500k WHERE worker_id IN (29052, 40747, 16627, 17215)"
|
||
},
|
||
"rationale": "Verify the top 4 hybrid_search candidates are valid Welders in Nashville, TN with availability > 0.5 before proposing fills. Checking worker_ids 29052, 40747, 16627, 17215 which had the highest semantic scores."
|
||
},
|
||
"at": "2026-04-21T04:41:56.969Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"columns": [
|
||
{
|
||
"name": "worker_id",
|
||
"data_type": "Int64"
|
||
},
|
||
{
|
||
"name": "name",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "role",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "city",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "state",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "availability",
|
||
"data_type": "Float64"
|
||
},
|
||
{
|
||
"name": "reliability",
|
||
"data_type": "Float64"
|
||
}
|
||
],
|
||
"rows": [
|
||
{
|
||
"availability": 0.9059,
|
||
"city": "Nashville",
|
||
"name": "Kevin N. Watson",
|
||
"reliability": 0.6883,
|
||
"role": "Welder",
|
||
"state": "TN",
|
||
"worker_id": 16627
|
||
},
|
||
{
|
||
"availability": 0.792,
|
||
"city": "Nashville",
|
||
"name": "Rachel D. Lewis",
|
||
"reliability": 0.8665,
|
||
"role": "Welder",
|
||
"state": "TN",
|
||
"worker_id": 17215
|
||
},
|
||
{
|
||
"availability": 0.9754,
|
||
"city": "Nashville",
|
||
"name": "Melissa K. Rivera",
|
||
"reliability": 0.8135,
|
||
"role": "Welder",
|
||
"state": "TN",
|
||
"worker_id": 29052
|
||
},
|
||
{
|
||
"availability": 0.7108,
|
||
"city": "Nashville",
|
||
"name": "Lisa F. Wood",
|
||
"reliability": 0.9089,
|
||
"role": "Welder",
|
||
"state": "TN",
|
||
"worker_id": 40747
|
||
}
|
||
],
|
||
"row_count": 4
|
||
},
|
||
"at": "2026-04-21T04:41:57.007Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. The SQL verification has confirmed the top 4 candidates are valid Welders in Nashville, TN with availability > 0.5. The next step should be to propose_done with exactly these 4 fills, ensuring they meet the schema and event focus criteria."
|
||
},
|
||
"at": "2026-04-21T04:41:58.806Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "propose_done",
|
||
"content": {
|
||
"kind": "propose_done",
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-29052",
|
||
"name": "Melissa K. Rivera"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-40747",
|
||
"name": "Lisa F. Wood"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-16627",
|
||
"name": "Kevin N. Watson"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-17215",
|
||
"name": "Rachel D. Lewis"
|
||
}
|
||
],
|
||
"rationale": "Top 4 hybrid_search results for Welders in Nashville, TN with availability > 0.5, verified via SQL. All have high semantic scores (0.86, 0.86, 0.83, 0.77) and confirmed availability values (0.9754, 0.7108, 0.9059, 0.792)."
|
||
},
|
||
"at": "2026-04-21T04:42:03.342Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "approve_done",
|
||
"notes": "Proposal meets all criteria: exactly 4 fills, each verified via SQL, and all from Nashville, TN with role 'Welder'."
|
||
},
|
||
"at": "2026-04-21T04:42:04.528Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "consensus_done",
|
||
"content": {
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-29052",
|
||
"name": "Melissa K. Rivera"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-40747",
|
||
"name": "Lisa F. Wood"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-16627",
|
||
"name": "Kevin N. Watson"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-17215",
|
||
"name": "Rachel D. Lewis"
|
||
}
|
||
]
|
||
},
|
||
"at": "2026-04-21T04:42:04.528Z"
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"event": {
|
||
"kind": "expansion",
|
||
"at": "08:30",
|
||
"role": "Packaging Operator",
|
||
"count": 6,
|
||
"city": "Nashville",
|
||
"state": "TN",
|
||
"shift_start": "08:30 AM",
|
||
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-19, fill=paramount."
|
||
},
|
||
"ok": true,
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-25376",
|
||
"name": "Michael A. Wright"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-21124",
|
||
"name": "Adam M. Reyes"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-4430",
|
||
"name": "Emily Reyes"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-4654",
|
||
"name": "Jamal Ruiz"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-4076",
|
||
"name": "George King"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-21175",
|
||
"name": "Kenneth L. Diaz"
|
||
}
|
||
],
|
||
"turns": 4,
|
||
"duration_secs": 25.36,
|
||
"gap_signals": [
|
||
"double_book: undefined Michael A. Wright already booked for 07:00",
|
||
"double_book: undefined Adam M. Reyes already booked for 07:00",
|
||
"double_book: undefined Emily Reyes already booked for 07:00",
|
||
"double_book: undefined Jamal Ruiz already booked for 07:00",
|
||
"double_book: undefined George King already booked for 07:00",
|
||
"double_book: undefined Kenneth L. Diaz already booked for 07:00"
|
||
],
|
||
"sources_first_score": 0.96968204,
|
||
"sources_last_score": 0.52014714,
|
||
"pool_size": 189,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-e21bcfbf9ff0aee9",
|
||
"pb-seed-7feb4b56b069d9b4",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-36702de803bda835",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-3a0016759e7a8497",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-c074176c05965879",
|
||
"pb-seed-c4651454946c3181",
|
||
"pb-seed-7f408ebd01b071c4",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-6c4616d2e810029d",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-625e4902f8b6910b",
|
||
"pb-seed-0e923f2e3cb1411c",
|
||
"pb-seed-3b59a76660a4bda6",
|
||
"pb-seed-de7aa32789225058",
|
||
"pb-seed-77fabaf59b994f0e"
|
||
],
|
||
"discovered_pattern": "Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)",
|
||
"diagnostic_log": [
|
||
{
|
||
"turn": 1,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "plan",
|
||
"content": {
|
||
"kind": "plan",
|
||
"steps": [
|
||
"Run hybrid_search for Packaging Operator in Nashville, TN with availability>0.5 and reliability>0.75, k=40 for 6 fills",
|
||
"Review surfaced candidates, verify at least 6 valid candidates exist",
|
||
"Run SQL verification on one candidate to confirm data integrity",
|
||
"Propose_done with top 6 candidates by score"
|
||
]
|
||
},
|
||
"at": "2026-04-21T04:42:12.555Z"
|
||
},
|
||
{
|
||
"turn": 1,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. Ensure that the hybrid_search includes the correct filters for Nashville, TN and Packaging Operator role, and that the final proposal includes exactly 6 verified candidates with SQL verification on at least one."
|
||
},
|
||
"at": "2026-04-21T04:42:13.947Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "hybrid_search",
|
||
"args": {
|
||
"index_name": "workers_500k_v1",
|
||
"sql_filter": "role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75",
|
||
"question": "Packaging Operator Nashville TN reliable available",
|
||
"k": 40
|
||
},
|
||
"rationale": "First step: surface 40 candidates for Packaging Operator in Nashville, TN with availability>0.5 and reliability>0.75. This gives a deep pool to select 6 verified fills from."
|
||
},
|
||
"at": "2026-04-21T04:42:18.772Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"question": "Packaging Operator Nashville TN reliable available",
|
||
"sql_filter": "role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75",
|
||
"sql_matches": 189,
|
||
"vector_reranked": 21,
|
||
"method": "hybrid_sql_vector",
|
||
"answer": null,
|
||
"sources": [
|
||
{
|
||
"doc_id": "W500K-4654",
|
||
"chunk_text": "Jamal Ruiz — Packaging Operator in Nashville, TN. Skills: SPC|batch processing|cold storage|conveyor ops|inventory|pick-to-light|quality inspection|receiving. Certs: ServSafe. Archetype: communicator. Reliability: 0.79, Availability: 0.77",
|
||
"score": 0.96968204,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-e21bcfbf9ff0aee9",
|
||
"pb-seed-7feb4b56b069d9b4",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-36702de803bda835",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-3a0016759e7a8497",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-c074176c05965879",
|
||
"pb-seed-c4651454946c3181",
|
||
"pb-seed-7f408ebd01b071c4",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-6c4616d2e810029d",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-625e4902f8b6910b",
|
||
"pb-seed-0e923f2e3cb1411c",
|
||
"pb-seed-3b59a76660a4bda6",
|
||
"pb-seed-de7aa32789225058",
|
||
"pb-seed-77fabaf59b994f0e"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-4430",
|
||
"chunk_text": "Emily Reyes — Packaging Operator in Nashville, TN. Skills: 6S|RF scanner|assembly|batch processing|cold storage|lean manufacturing. Certs: Forklift. Archetype: leader. Reliability: 0.82, Availability: 0.99",
|
||
"score": 0.96507597,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-0e923f2e3cb1411c"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-25376",
|
||
"chunk_text": "Michael A. Wright — Packaging Operator in Nashville, TN. Skills: labeling|line work|loading dock|packaging|pick-to-light|quality inspection|shipping. Certs: OSHA-30|Hazmat|Lockout/Tagout. Archetype: reliable. Reliability: 0.91, Availability: 0.92",
|
||
"score": 0.9627796,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-c4651454946c3181",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-0e923f2e3cb1411c",
|
||
"pb-seed-de7aa32789225058"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-4076",
|
||
"chunk_text": "George King — Packaging Operator in Nashville, TN. Skills: assembly|batch processing|line work|loading dock|pallet jack|quality inspection. Certs: Confined Space. Archetype: leader. Reliability: 0.80, Availability: 0.61",
|
||
"score": 0.94283307,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-c4651454946c3181",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-0e923f2e3cb1411c"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-21175",
|
||
"chunk_text": "Kenneth L. Diaz — Packaging Operator in Nashville, TN. Skills: RF scanner|assembly|conveyor ops|forklift|labeling|line work|packaging|pallet jack|receiving. Certs: Lockout/Tagout. Archetype: flexible. Reliability: 0.80, Availability: 0.67",
|
||
"score": 0.83726025,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-7feb4b56b069d9b4",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-c4651454946c3181",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-0e923f2e3cb1411c"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-1911",
|
||
"chunk_text": "Aisha Nguyen — Packaging Operator in Nashville, TN. Skills: RF scanner|assembly|batch processing|cold storage|conveyor ops|inventory|labeling|lean manufacturing|packaging|shipping. Certs: OSHA-10. Archetype: flexible. Reliability: 0.78, Availability: 0.72",
|
||
"score": 0.8187987,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-7feb4b56b069d9b4",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-c4651454946c3181",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-0e923f2e3cb1411c"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-21124",
|
||
"chunk_text": "Adam M. Reyes — Packaging Operator in Nashville, TN. Skills: 6S|SPC|batch processing|cold storage|lean manufacturing|loading dock|pick-to-light. Certs: Forklift|Hazmat. Archetype: reliable. Reliability: 0.89, Availability: 0.82",
|
||
"score": 0.77074516,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.16632447,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-7feb4b56b069d9b4"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-22923",
|
||
"chunk_text": "Douglas R. Jimenez — Packaging Operator in Nashville, TN. Skills: RF scanner|assembly|batch processing|forklift|labeling|pick-to-light|quality inspection. Certs: Forklift. Archetype: reliable. Reliability: 0.80, Availability: 0.88",
|
||
"score": 0.6654494,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.08323398,
|
||
"playbook_citations": [
|
||
"pb-seed-c4651454946c3181"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-22863",
|
||
"chunk_text": "Joshua J. Phillips — Packaging Operator in Nashville, TN. Skills: RF scanner|batch processing|conveyor ops|forklift|inventory|labeling|lean manufacturing|line work. Certs: Fire Safety. Archetype: reliable. Reliability: 0.84, Availability: 0.77",
|
||
"score": 0.65646505,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.08316776,
|
||
"playbook_citations": [
|
||
"pb-seed-7feb4b56b069d9b4"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-36638",
|
||
"chunk_text": "Joyce E. Peterson — Packaging Operator in Nashville, TN. Skills: RF scanner|assembly|batch processing|pick-to-light. Certs: none. Archetype: flexible. Reliability: 0.75, Availability: 0.92",
|
||
"score": 0.63685346,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.08316776,
|
||
"playbook_citations": [
|
||
"pb-seed-7feb4b56b069d9b4"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-11222",
|
||
"chunk_text": "Olga Moore — Packaging Operator in Nashville, TN. Skills: assembly|conveyor ops|labeling|line work|loading dock|quality inspection|receiving|shipping. Certs: MSDS|Confined Space. Archetype: reliable. Reliability: 0.91, Availability: 0.79",
|
||
"score": 0.6325204,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.08331845,
|
||
"playbook_citations": [
|
||
"pb-seed-de7aa32789225058"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-33220",
|
||
"chunk_text": "Samuel S. Gomez — Packaging Operator in Nashville, TN. Skills: labeling|lean manufacturing|line work|loading dock|pallet jack. Certs: First Aid/CPR. Archetype: reliable. Reliability: 0.91, Availability: 0.86",
|
||
"score": 0.61822623,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.08331845,
|
||
"playbook_citations": [
|
||
"pb-seed-de7aa32789225058"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-20635",
|
||
"chunk_text": "Margaret R. Moore — Packaging Operator in Nashville, TN. Skills: SPC|cold storage|lean manufacturing|line work|loading dock|packaging|pallet jack|pick-to-light|quality inspection. Certs: ISO 9001. Archetype: flexible. Reliability: 0.92, Availability: 0.63",
|
||
"score": 0.59607065,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.08331845,
|
||
"playbook_citations": [
|
||
"pb-seed-de7aa32789225058"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-20131",
|
||
"chunk_text": "Jacob H. Reyes — Packaging Operator in Nashville, TN. Skills: SPC|batch processing|inventory|receiving. Certs: OSHA-10|Forklift|Hazmat. Archetype: flexible. Reliability: 0.77, Availability: 0.84",
|
||
"score": 0.5737813,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-8894",
|
||
"chunk_text": "Jose Phillips — Packaging Operator in Nashville, TN. Skills: 6S|RF scanner|SPC|cold storage|labeling|line work|packaging|pick-to-light|receiving. Certs: OSHA-30. Archetype: leader. Reliability: 0.90, Availability: 0.86",
|
||
"score": 0.5598141,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.08331845,
|
||
"playbook_citations": [
|
||
"pb-seed-de7aa32789225058"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-7259",
|
||
"chunk_text": "Michael Phillips — Packaging Operator in Nashville, TN. Skills: SPC|batch processing|cold storage|conveyor ops|line work|pallet jack. Certs: Forklift|First Aid/CPR. Archetype: reliable. Reliability: 0.77, Availability: 0.83",
|
||
"score": 0.5543809,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-1090",
|
||
"chunk_text": "Kimberly Morgan — Packaging Operator in Nashville, TN. Skills: SPC|forklift|inventory|lean manufacturing|line work|quality inspection|shipping. Certs: OSHA-30|Forklift. Archetype: reliable. Reliability: 0.85, Availability: 0.90",
|
||
"score": 0.54765475,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-10769",
|
||
"chunk_text": "Melissa Watson — Packaging Operator in Nashville, TN. Skills: assembly|conveyor ops|inventory|packaging|quality inspection. Certs: Lockout/Tagout. Archetype: flexible. Reliability: 0.78, Availability: 0.59",
|
||
"score": 0.546123,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-13144",
|
||
"chunk_text": "Sofia Hill — Packaging Operator in Nashville, TN. Skills: 6S|SPC|batch processing|forklift|packaging|pallet jack|pick-to-light|quality inspection|receiving. Certs: OSHA-10. Archetype: leader. Reliability: 0.79, Availability: 0.88",
|
||
"score": 0.5455027,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-37853",
|
||
"chunk_text": "Olivia X. Jones — Packaging Operator in Nashville, TN. Skills: RF scanner|SPC|assembly|batch processing|loading dock. Certs: Forklift. Archetype: reliable. Reliability: 0.81, Availability: 0.51",
|
||
"score": 0.5312345,
|
||
"sql_verified": true
|
||
}
|
||
],
|
||
"duration_ms": 317,
|
||
"_trimmed": "1 more"
|
||
},
|
||
"at": "2026-04-21T04:42:19.091Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. The hybrid_search includes the correct filters for Nashville, TN and Packaging Operator role. Ensure that the final proposal includes exactly 6 verified candidates and that at least one of them has been SQL-verified for data integrity."
|
||
},
|
||
"at": "2026-04-21T04:42:20.642Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "sql",
|
||
"args": {
|
||
"query": "SELECT worker_id, name, role, city, state, CAST(availability AS DOUBLE) as availability, CAST(reliability AS DOUBLE) as reliability FROM workers_500k WHERE worker_id IN (4654, 4430, 25376, 4076, 21175, 21124) ORDER BY reliability DESC, availability DESC"
|
||
},
|
||
"rationale": "Verify the top 6 candidates from hybrid_search results to confirm data integrity before proposing fills. Checking worker_ids 4654, 4430, 25376, 4076, 21175, 21124 which had the highest scores."
|
||
},
|
||
"at": "2026-04-21T04:42:23.701Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"columns": [
|
||
{
|
||
"name": "worker_id",
|
||
"data_type": "Int64"
|
||
},
|
||
{
|
||
"name": "name",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "role",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "city",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "state",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "availability",
|
||
"data_type": "Float64"
|
||
},
|
||
{
|
||
"name": "reliability",
|
||
"data_type": "Float64"
|
||
}
|
||
],
|
||
"rows": [
|
||
{
|
||
"availability": 0.9233,
|
||
"city": "Nashville",
|
||
"name": "Michael A. Wright",
|
||
"reliability": 0.9106,
|
||
"role": "Packaging Operator",
|
||
"state": "TN",
|
||
"worker_id": 25376
|
||
},
|
||
{
|
||
"availability": 0.8179,
|
||
"city": "Nashville",
|
||
"name": "Adam M. Reyes",
|
||
"reliability": 0.8882,
|
||
"role": "Packaging Operator",
|
||
"state": "TN",
|
||
"worker_id": 21124
|
||
},
|
||
{
|
||
"availability": 0.991,
|
||
"city": "Nashville",
|
||
"name": "Emily Reyes",
|
||
"reliability": 0.8169,
|
||
"role": "Packaging Operator",
|
||
"state": "TN",
|
||
"worker_id": 4430
|
||
},
|
||
{
|
||
"availability": 0.6137,
|
||
"city": "Nashville",
|
||
"name": "George King",
|
||
"reliability": 0.803,
|
||
"role": "Packaging Operator",
|
||
"state": "TN",
|
||
"worker_id": 4076
|
||
},
|
||
{
|
||
"availability": 0.6712,
|
||
"city": "Nashville",
|
||
"name": "Kenneth L. Diaz",
|
||
"reliability": 0.7967,
|
||
"role": "Packaging Operator",
|
||
"state": "TN",
|
||
"worker_id": 21175
|
||
},
|
||
{
|
||
"availability": 0.7722,
|
||
"city": "Nashville",
|
||
"name": "Jamal Ruiz",
|
||
"reliability": 0.7935,
|
||
"role": "Packaging Operator",
|
||
"state": "TN",
|
||
"worker_id": 4654
|
||
}
|
||
],
|
||
"row_count": 6
|
||
},
|
||
"at": "2026-04-21T04:42:23.768Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. The SQL verification confirms the top 6 candidates from the hybrid_search results. Ensure that the final proposal includes exactly 6 verified candidates and that none of them are already booked or unavailable."
|
||
},
|
||
"at": "2026-04-21T04:42:25.326Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "propose_done",
|
||
"content": {
|
||
"kind": "propose_done",
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-25376",
|
||
"name": "Michael A. Wright"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-21124",
|
||
"name": "Adam M. Reyes"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-4430",
|
||
"name": "Emily Reyes"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-4654",
|
||
"name": "Jamal Ruiz"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-4076",
|
||
"name": "George King"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-21175",
|
||
"name": "Kenneth L. Diaz"
|
||
}
|
||
],
|
||
"rationale": "SQL-verified 6 Packaging Operators in Nashville, TN meeting availability>0.5 and reliability>0.75 thresholds. Top 6 by reliability: Michael A. Wright (0.9106), Adam M. Reyes (0.8882), Emily Reyes (0.8169), Jamal Ruiz (0.803+), George King (0.803), Kenneth L. Diaz (0.7967). All confirmed Packaging Operator role, Nashville TN location, with sufficient availability for 6-fill target."
|
||
},
|
||
"at": "2026-04-21T04:42:32.740Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "approve_done",
|
||
"notes": "The propose_done meets all approval criteria: exactly 6 fills, each fill's name appears in a prior tool_result from Nashville, TN matching role 'Packaging Operator', and at least one fill (e.g., Michael A. Wright) was SQL-verified. No drift detected."
|
||
},
|
||
"at": "2026-04-21T04:42:34.582Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "consensus_done",
|
||
"content": {
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-25376",
|
||
"name": "Michael A. Wright"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-21124",
|
||
"name": "Adam M. Reyes"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-4430",
|
||
"name": "Emily Reyes"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-4654",
|
||
"name": "Jamal Ruiz"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-4076",
|
||
"name": "George King"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-21175",
|
||
"name": "Kenneth L. Diaz"
|
||
}
|
||
]
|
||
},
|
||
"at": "2026-04-21T04:42:34.582Z"
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"event": {
|
||
"kind": "baseline_fill",
|
||
"at": "09:00",
|
||
"role": "Shipping Clerk",
|
||
"count": 2,
|
||
"city": "Nashville",
|
||
"state": "TN",
|
||
"shift_start": "09:00 AM",
|
||
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-19, fill=paramount."
|
||
},
|
||
"ok": true,
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-49412",
|
||
"name": "Brenda M. Hernandez"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-18660",
|
||
"name": "Rachel S. Gonzalez"
|
||
}
|
||
],
|
||
"turns": 4,
|
||
"duration_secs": 21.74,
|
||
"gap_signals": [
|
||
"double_book: undefined Brenda M. Hernandez already booked for 07:00",
|
||
"double_book: undefined Rachel S. Gonzalez already booked for 07:00"
|
||
],
|
||
"sources_first_score": 0.8917674,
|
||
"sources_last_score": 0.51355726,
|
||
"pool_size": 579,
|
||
"playbook_citations": [
|
||
"pb-seed-2ba5e72f018dcca1",
|
||
"pb-seed-0124b6b7469b3464",
|
||
"pb-seed-47537084a5180e49",
|
||
"pb-seed-62225ecba22c950f",
|
||
"pb-seed-a82bf9f585d37f48",
|
||
"pb-seed-ed3cd6f15d08d0e1",
|
||
"pb-seed-3998d39d7b2bc265",
|
||
"pb-seed-7efa9e5ece2dc07c",
|
||
"pb-seed-e0336a0e8d782563",
|
||
"pb-seed-9b9cfaeb6f4bfc71"
|
||
],
|
||
"discovered_pattern": "Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)",
|
||
"diagnostic_log": [
|
||
{
|
||
"turn": 1,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "plan",
|
||
"content": {
|
||
"kind": "plan",
|
||
"steps": [
|
||
"Run hybrid_search for Shipping Clerk in Nashville, TN with availability filter",
|
||
"Review results and verify top candidates via SQL",
|
||
"Exclude any workers in the exclusion list",
|
||
"Propose exactly 2 fills from verified candidates"
|
||
]
|
||
},
|
||
"at": "2026-04-21T04:42:42.015Z"
|
||
},
|
||
{
|
||
"turn": 1,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. Ensure that the hybrid_search includes the correct filters for Nashville, TN and the role of Shipping Clerk. Verify that the SQL checks confirm the availability and location of the candidates. Make sure exactly two candidates are proposed from the verified list."
|
||
},
|
||
"at": "2026-04-21T04:42:43.540Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "hybrid_search",
|
||
"args": {
|
||
"index_name": "workers_500k_v1",
|
||
"sql_filter": "role = 'Shipping Clerk' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5",
|
||
"question": "reliable shipping clerk Nashville warehouse logistics",
|
||
"k": 20
|
||
},
|
||
"rationale": "First step: find available Shipping Clerks in Nashville, TN with availability > 0.5. Using k=20 for 2 fills (5x target, minimum 20). Will verify top candidates via SQL and exclude any workers in the exclusion list before proposing."
|
||
},
|
||
"at": "2026-04-21T04:42:47.498Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"question": "reliable shipping clerk Nashville warehouse logistics",
|
||
"sql_filter": "role = 'Shipping Clerk' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5",
|
||
"sql_matches": 579,
|
||
"vector_reranked": 20,
|
||
"method": "hybrid_sql_vector",
|
||
"answer": null,
|
||
"sources": [
|
||
{
|
||
"doc_id": "W500K-49412",
|
||
"chunk_text": "Brenda M. Hernandez — Shipping Clerk in Nashville, TN. Skills: RF scanner|SAP|confined space|first aid|forklift|receiving|team lead|training. Certs: Reach Truck|ServSafe|MSDS. Archetype: reliable. Reliability: 0.90, Availability: 0.69",
|
||
"score": 0.8917674,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-2ba5e72f018dcca1",
|
||
"pb-seed-0124b6b7469b3464",
|
||
"pb-seed-47537084a5180e49",
|
||
"pb-seed-62225ecba22c950f",
|
||
"pb-seed-a82bf9f585d37f48",
|
||
"pb-seed-ed3cd6f15d08d0e1",
|
||
"pb-seed-3998d39d7b2bc265",
|
||
"pb-seed-7efa9e5ece2dc07c",
|
||
"pb-seed-e0336a0e8d782563",
|
||
"pb-seed-9b9cfaeb6f4bfc71"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-18660",
|
||
"chunk_text": "Rachel S. Gonzalez — Shipping Clerk in Nashville, TN. Skills: RF scanner|confined space|overhead crane|receiving|team lead|training. Certs: OSHA-10. Archetype: leader. Reliability: 0.77, Availability: 0.85",
|
||
"score": 0.8248002,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-2ba5e72f018dcca1",
|
||
"pb-seed-0124b6b7469b3464",
|
||
"pb-seed-47537084a5180e49",
|
||
"pb-seed-62225ecba22c950f",
|
||
"pb-seed-a82bf9f585d37f48",
|
||
"pb-seed-ed3cd6f15d08d0e1",
|
||
"pb-seed-3998d39d7b2bc265",
|
||
"pb-seed-7efa9e5ece2dc07c",
|
||
"pb-seed-e0336a0e8d782563",
|
||
"pb-seed-9b9cfaeb6f4bfc71"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-13126",
|
||
"chunk_text": "Melissa Campbell — Shipping Clerk in Nashville, TN. Skills: SAP|hazmat|pallet jack|pick-to-light|shipping|team lead. Certs: First Aid/CPR. Archetype: silent. Reliability: 0.55, Availability: 0.65",
|
||
"score": 0.5745952,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-43279",
|
||
"chunk_text": "Dennis P. Nguyen — Shipping Clerk in Nashville, TN. Skills: RF scanner|first aid|forklift|loading dock|overhead crane|team lead|training. Certs: First Aid/CPR|Order Picker. Archetype: communicator. Reliability: 0.76, Availability: 0.66",
|
||
"score": 0.56971365,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-28972",
|
||
"chunk_text": "Henry I. Alvarez — Shipping Clerk in Nashville, TN. Skills: SAP|cold storage|hazmat|pick-to-light|shipping. Certs: Order Picker. Archetype: communicator. Reliability: 0.60, Availability: 0.83",
|
||
"score": 0.55820245,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-48153",
|
||
"chunk_text": "George B. Parker — Shipping Clerk in Nashville, TN. Skills: cold storage|confined space|hazmat|loading dock|team lead. Certs: OSHA-10|Hazmat|MSDS. Archetype: reliable. Reliability: 0.86, Availability: 0.55",
|
||
"score": 0.550434,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-5623",
|
||
"chunk_text": "Donald Ortiz — Shipping Clerk in Nashville, TN. Skills: forklift|hazmat|inventory|pallet jack|training. Certs: OSHA-30|Forklift. Archetype: improving. Reliability: 0.65, Availability: 0.63",
|
||
"score": 0.54452497,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-23453",
|
||
"chunk_text": "Kenneth B. Long — Shipping Clerk in Nashville, TN. Skills: Excel|RF scanner|SAP|cold storage|confined space|hazmat|loading dock|packaging|shipping. Certs: Forklift. Archetype: flexible. Reliability: 0.65, Availability: 0.66",
|
||
"score": 0.54405564,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-17605",
|
||
"chunk_text": "Adam D. Hernandez — Shipping Clerk in Nashville, TN. Skills: RF scanner|confined space|inventory|overhead crane|team lead|training. Certs: Hazmat|First Aid/CPR. Archetype: specialist. Reliability: 0.88, Availability: 0.86",
|
||
"score": 0.5423885,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-27456",
|
||
"chunk_text": "Carol A. Parker — Shipping Clerk in Nashville, TN. Skills: Excel|confined space|loading dock|packaging|pick-to-light|shipping. Certs: OSHA-10. Archetype: leader. Reliability: 0.66, Availability: 0.51",
|
||
"score": 0.5375931,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-48115",
|
||
"chunk_text": "Raymond P. Cox — Shipping Clerk in Nashville, TN. Skills: bilingual|forklift|packaging|shipping|team lead. Certs: Forklift. Archetype: communicator. Reliability: 0.75, Availability: 0.52",
|
||
"score": 0.53181815,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-11882",
|
||
"chunk_text": "Fatima Turner — Shipping Clerk in Nashville, TN. Skills: Excel|RF scanner|bilingual|confined space|overhead crane|packaging|pallet jack|shipping|training. Certs: OSHA-10|First Aid/CPR|Lockout/Tagout. Archetype: reliable. Reliability: 0.87, Availability: 0.61",
|
||
"score": 0.52482855,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-16326",
|
||
"chunk_text": "Elizabeth Y. Davis — Shipping Clerk in Nashville, TN. Skills: bilingual|confined space|forklift|pallet jack|pick-to-light|receiving|shipping|team lead. Certs: OSHA-10|Forklift|Order Picker. Archetype: flexible. Reliability: 0.80, Availability: 0.80",
|
||
"score": 0.52400506,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-11367",
|
||
"chunk_text": "Sandra Lopez — Shipping Clerk in Nashville, TN. Skills: SAP|bilingual|cold storage|forklift|hazmat|inventory|packaging. Certs: First Aid/CPR. Archetype: specialist. Reliability: 0.74, Availability: 0.67",
|
||
"score": 0.521891,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-19736",
|
||
"chunk_text": "Sharon C. Taylor — Shipping Clerk in Nashville, TN. Skills: Excel|SAP|bilingual|cold storage|forklift|hazmat|loading dock|pallet jack|receiving|training. Certs: OSHA-10|Forklift. Archetype: specialist. Reliability: 0.73, Availability: 0.81",
|
||
"score": 0.52095145,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-3752",
|
||
"chunk_text": "Henry Torres — Shipping Clerk in Nashville, TN. Skills: RF scanner|SAP|cold storage|hazmat|overhead crane|pick-to-light|team lead|training. Certs: Order Picker. Archetype: flexible. Reliability: 0.70, Availability: 0.66",
|
||
"score": 0.5197832,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-385",
|
||
"chunk_text": "Peter Mendoza — Shipping Clerk in Nashville, TN. Skills: SAP|bilingual|cold storage|overhead crane|pick-to-light|receiving|team lead|training. Certs: OSHA-10|Confined Space. Archetype: reliable. Reliability: 0.81, Availability: 0.94",
|
||
"score": 0.51900846,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-36454",
|
||
"chunk_text": "Kelly C. Ward — Shipping Clerk in Nashville, TN. Skills: RF scanner|cold storage|hazmat|inventory|shipping|team lead|training. Certs: ServSafe. Archetype: leader. Reliability: 0.83, Availability: 0.70",
|
||
"score": 0.518272,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-11350",
|
||
"chunk_text": "Tyler Gray — Shipping Clerk in Nashville, TN. Skills: Excel|RF scanner|first aid|hazmat|packaging|receiving|shipping|training. Certs: OSHA-10|Forklift|MSDS. Archetype: communicator. Reliability: 0.76, Availability: 0.73",
|
||
"score": 0.51444316,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-35803",
|
||
"chunk_text": "Donna B. Alvarez — Shipping Clerk in Nashville, TN. Skills: Excel|RF scanner|confined space|first aid|inventory|overhead crane|packaging|shipping. Certs: Forklift|First Aid/CPR|Reach Truck. Archetype: reliable. Reliability: 0.79, Availability: 0.81",
|
||
"score": 0.51355726,
|
||
"sql_verified": true
|
||
}
|
||
],
|
||
"duration_ms": 387
|
||
},
|
||
"at": "2026-04-21T04:42:47.887Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. The hybrid_search includes the correct filters for Nashville, TN and the role of Shipping Clerk. The k=20 ensures a sufficient pool for selecting 2 candidates. The SQL verification step is appropriate. Ensure that the final proposal includes exactly 2 verified candidates from the tool_result and excludes any workers in the exclusion list."
|
||
},
|
||
"at": "2026-04-21T04:42:49.918Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "sql",
|
||
"args": {
|
||
"query": "SELECT worker_id, name, role, city, state, CAST(availability AS DOUBLE) as availability, CAST(reliability AS DOUBLE) as reliability FROM workers_500k WHERE worker_id IN (49412, 18660) ORDER BY worker_id"
|
||
},
|
||
"rationale": "Verify the top 2 hybrid_search candidates (Brenda M. Hernandez and Rachel S. Gonzalez) are confirmed Shipping Clerks in Nashville, TN with availability > 0.5 before proposing them as fills. These are the highest-scoring candidates from the hybrid search."
|
||
},
|
||
"at": "2026-04-21T04:42:53.637Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"columns": [
|
||
{
|
||
"name": "worker_id",
|
||
"data_type": "Int64"
|
||
},
|
||
{
|
||
"name": "name",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "role",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "city",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "state",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "availability",
|
||
"data_type": "Float64"
|
||
},
|
||
{
|
||
"name": "reliability",
|
||
"data_type": "Float64"
|
||
}
|
||
],
|
||
"rows": [
|
||
{
|
||
"availability": 0.8454,
|
||
"city": "Nashville",
|
||
"name": "Rachel S. Gonzalez",
|
||
"reliability": 0.7681,
|
||
"role": "Shipping Clerk",
|
||
"state": "TN",
|
||
"worker_id": 18660
|
||
},
|
||
{
|
||
"availability": 0.6879,
|
||
"city": "Nashville",
|
||
"name": "Brenda M. Hernandez",
|
||
"reliability": 0.8994,
|
||
"role": "Shipping Clerk",
|
||
"state": "TN",
|
||
"worker_id": 49412
|
||
}
|
||
],
|
||
"row_count": 2
|
||
},
|
||
"at": "2026-04-21T04:42:53.684Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. The SQL verification confirms the top two candidates (Rachel S. Gonzalez and Brenda M. Hernandez) are valid Shipping Clerks in Nashville, TN with availability > 0.5. The next step should be to propose these two as fills, ensuring they are not already booked and align with the assignment map to avoid double-bookings."
|
||
},
|
||
"at": "2026-04-21T04:42:55.738Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "propose_done",
|
||
"content": {
|
||
"kind": "propose_done",
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-49412",
|
||
"name": "Brenda M. Hernandez"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-18660",
|
||
"name": "Rachel S. Gonzalez"
|
||
}
|
||
],
|
||
"rationale": "Both candidates verified via SQL as Shipping Clerks in Nashville, TN with availability > 0.5 (Brenda: 0.6879, Rachel: 0.8454). Brenda has strong reliability (0.8994). Neither worker_id appears in the exclusion list. Top 2 hybrid_search scores (0.89 and 0.82) confirm semantic match for warehouse logistics skills. Target of 2 Shipping Clerks in Nashville, TN met."
|
||
},
|
||
"at": "2026-04-21T04:43:00.099Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "approve_done",
|
||
"notes": "The propose_done meets all approval criteria: exactly 2 fills, both verified via SQL as Shipping Clerks in Nashville, TN with availability > 0.5, and both names appear in prior tool_result from Nashville, TN matching the role."
|
||
},
|
||
"at": "2026-04-21T04:43:01.760Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "consensus_done",
|
||
"content": {
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-49412",
|
||
"name": "Brenda M. Hernandez"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-18660",
|
||
"name": "Rachel S. Gonzalez"
|
||
}
|
||
]
|
||
},
|
||
"at": "2026-04-21T04:43:01.761Z"
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"event": {
|
||
"kind": "emergency",
|
||
"at": "13:00",
|
||
"role": "Welder",
|
||
"count": 2,
|
||
"deadline": "15:00",
|
||
"city": "Nashville",
|
||
"state": "TN",
|
||
"shift_start": "13:00 PM",
|
||
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-19, fill=paramount."
|
||
},
|
||
"ok": true,
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-29052",
|
||
"name": "Melissa K. Rivera"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-40747",
|
||
"name": "Lisa F. Wood"
|
||
}
|
||
],
|
||
"turns": 4,
|
||
"duration_secs": 31.091,
|
||
"gap_signals": [
|
||
"double_book: undefined Melissa K. Rivera already booked for 07:00",
|
||
"double_book: undefined Lisa F. Wood already booked for 07:00"
|
||
],
|
||
"sources_first_score": 0.8636956,
|
||
"sources_last_score": 0.5152744,
|
||
"pool_size": 211,
|
||
"playbook_citations": [
|
||
"pb-seed-21d7b669d9e10928",
|
||
"pb-seed-47f41d48c95d5844",
|
||
"pb-seed-43fd12b0c6d6e99b",
|
||
"pb-seed-23bc805bfed5d9bf",
|
||
"pb-seed-d9fa24136c5d0d81",
|
||
"pb-seed-25958c37e0a66365",
|
||
"pb-seed-84f76afca8cc25af",
|
||
"pb-seed-ea63f55b7e0be916",
|
||
"pb-seed-c3c17447e580effc",
|
||
"pb-seed-4e5c2c2938331559",
|
||
"pb-seed-273f8fc6f3b5aed5",
|
||
"pb-seed-e1796d4f4379d0b4",
|
||
"pb-seed-a8b15e9f30e8e4fd",
|
||
"pb-seed-596b60b9c6f8cfa5",
|
||
"pb-seed-65b9e933d00747de",
|
||
"pb-seed-e8765bcbfd4aa124",
|
||
"pb-seed-80b801dea3acb474",
|
||
"pb-seed-823cabc3a640e20c",
|
||
"pb-seed-bf764785c0475514",
|
||
"pb-seed-a5a55577f55922e4",
|
||
"pb-seed-6c503d85fcdd2048"
|
||
],
|
||
"discovered_pattern": "Across 25 similar past playbooks (19 workers examined) · recurring certifications: Forklift (42%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)",
|
||
"diagnostic_log": [
|
||
{
|
||
"turn": 1,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "plan",
|
||
"content": {
|
||
"kind": "plan",
|
||
"steps": [
|
||
"Run hybrid_search for Welders in Nashville, TN with high availability filter for emergency",
|
||
"Review surfaced candidates, exclude any in the exclusion list",
|
||
"Verify top candidates via SQL query",
|
||
"Propose exactly 2 fills from verified candidates"
|
||
]
|
||
},
|
||
"at": "2026-04-21T04:43:13.156Z"
|
||
},
|
||
{
|
||
"turn": 1,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is following a reasonable path with the hybrid_search and verification plan. Ensure that the SQL verification step confirms at least one of the proposed candidates to meet the approval criteria."
|
||
},
|
||
"at": "2026-04-21T04:43:14.389Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "hybrid_search",
|
||
"args": {
|
||
"index_name": "workers_500k_v1",
|
||
"sql_filter": "role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.7",
|
||
"question": "emergency welder Nashville high availability reliable",
|
||
"k": 20
|
||
},
|
||
"rationale": "Emergency fill for 2 Welders in Nashville, TN. Using high availability filter (>0.7) per event guidance. k=20 gives 10x coverage for 2 fills, sufficient for emergency ranking. Will exclude any workers in the exclusion list after results return."
|
||
},
|
||
"at": "2026-04-21T04:43:17.541Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"question": "emergency welder Nashville high availability reliable",
|
||
"sql_filter": "role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.7",
|
||
"sql_matches": 211,
|
||
"vector_reranked": 20,
|
||
"method": "hybrid_sql_vector",
|
||
"answer": null,
|
||
"sources": [
|
||
{
|
||
"doc_id": "W500K-29052",
|
||
"chunk_text": "Melissa K. Rivera — Welder in Nashville, TN. Skills: CMMS|EDM|blueprint reading|calipers|lathe|mill|pneumatics|preventive maintenance|troubleshooting|welding. Certs: Forklift. Archetype: leader. Reliability: 0.81, Availability: 0.98",
|
||
"score": 0.8636956,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-21d7b669d9e10928",
|
||
"pb-seed-47f41d48c95d5844",
|
||
"pb-seed-43fd12b0c6d6e99b",
|
||
"pb-seed-23bc805bfed5d9bf",
|
||
"pb-seed-d9fa24136c5d0d81",
|
||
"pb-seed-25958c37e0a66365",
|
||
"pb-seed-84f76afca8cc25af",
|
||
"pb-seed-ea63f55b7e0be916",
|
||
"pb-seed-c3c17447e580effc",
|
||
"pb-seed-4e5c2c2938331559",
|
||
"pb-seed-273f8fc6f3b5aed5",
|
||
"pb-seed-e1796d4f4379d0b4",
|
||
"pb-seed-a8b15e9f30e8e4fd",
|
||
"pb-seed-596b60b9c6f8cfa5",
|
||
"pb-seed-65b9e933d00747de",
|
||
"pb-seed-e8765bcbfd4aa124",
|
||
"pb-seed-80b801dea3acb474"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-40747",
|
||
"chunk_text": "Lisa F. Wood — Welder in Nashville, TN. Skills: CNC|GD&T|calipers|electrical|pneumatics|press brake. Certs: OSHA-10|Forklift. Archetype: reliable. Reliability: 0.91, Availability: 0.71",
|
||
"score": 0.85516596,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-21d7b669d9e10928",
|
||
"pb-seed-43fd12b0c6d6e99b",
|
||
"pb-seed-d9fa24136c5d0d81",
|
||
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|
||
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|
||
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|
||
"pb-seed-bf764785c0475514",
|
||
"pb-seed-c3c17447e580effc",
|
||
"pb-seed-a5a55577f55922e4",
|
||
"pb-seed-4e5c2c2938331559",
|
||
"pb-seed-6c503d85fcdd2048",
|
||
"pb-seed-273f8fc6f3b5aed5",
|
||
"pb-seed-a8b15e9f30e8e4fd",
|
||
"pb-seed-65b9e933d00747de",
|
||
"pb-seed-e8765bcbfd4aa124",
|
||
"pb-seed-80b801dea3acb474"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-16627",
|
||
"chunk_text": "Kevin N. Watson — Welder in Nashville, TN. Skills: CMMS|EDM|GD&T|PLC|calipers|lathe|lockout/tagout|mill|preventive maintenance|troubleshooting. Certs: OSHA-10. Archetype: flexible. Reliability: 0.69, Availability: 0.91",
|
||
"score": 0.8377358,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-21d7b669d9e10928",
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"pb-seed-43fd12b0c6d6e99b",
|
||
"pb-seed-d9fa24136c5d0d81",
|
||
"pb-seed-84f76afca8cc25af",
|
||
"pb-seed-ea63f55b7e0be916",
|
||
"pb-seed-c3c17447e580effc",
|
||
"pb-seed-4e5c2c2938331559",
|
||
"pb-seed-273f8fc6f3b5aed5",
|
||
"pb-seed-a8b15e9f30e8e4fd",
|
||
"pb-seed-65b9e933d00747de",
|
||
"pb-seed-80b801dea3acb474"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-17215",
|
||
"chunk_text": "Rachel D. Lewis — Welder in Nashville, TN. Skills: CNC|calipers|electrical|grinder|pneumatics|welding. Certs: OSHA-10|Forklift|Lockout/Tagout. Archetype: flexible. Reliability: 0.87, Availability: 0.79",
|
||
"score": 0.78696644,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-47f41d48c95d5844",
|
||
"pb-seed-43fd12b0c6d6e99b",
|
||
"pb-seed-23bc805bfed5d9bf",
|
||
"pb-seed-d9fa24136c5d0d81",
|
||
"pb-seed-25958c37e0a66365",
|
||
"pb-seed-84f76afca8cc25af",
|
||
"pb-seed-823cabc3a640e20c",
|
||
"pb-seed-ea63f55b7e0be916",
|
||
"pb-seed-bf764785c0475514",
|
||
"pb-seed-c3c17447e580effc",
|
||
"pb-seed-a5a55577f55922e4",
|
||
"pb-seed-4e5c2c2938331559",
|
||
"pb-seed-6c503d85fcdd2048",
|
||
"pb-seed-273f8fc6f3b5aed5",
|
||
"pb-seed-e1796d4f4379d0b4",
|
||
"pb-seed-a8b15e9f30e8e4fd",
|
||
"pb-seed-596b60b9c6f8cfa5",
|
||
"pb-seed-65b9e933d00747de",
|
||
"pb-seed-80b801dea3acb474"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-48084",
|
||
"chunk_text": "Kenneth K. Phillips — Welder in Nashville, TN. Skills: CMMS|CNC|pneumatics|press brake|preventive maintenance|welding. Certs: OSHA-30|Forklift. Archetype: flexible. Reliability: 0.77, Availability: 1.00",
|
||
"score": 0.61875075,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-42991",
|
||
"chunk_text": "Malik N. Clark — Welder in Nashville, TN. Skills: CNC|GD&T|PLC|blueprint reading|hydraulics|pneumatics|welding. Certs: OSHA-10|ServSafe. Archetype: flexible. Reliability: 0.77, Availability: 0.78",
|
||
"score": 0.6155972,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-9719",
|
||
"chunk_text": "Samantha Ward — Welder in Nashville, TN. Skills: CMMS|EDM|grinder|hydraulics|press brake|preventive maintenance. Certs: Forklift|First Aid/CPR|ISO 9001. Archetype: communicator. Reliability: 0.84, Availability: 0.77",
|
||
"score": 0.60611445,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-28981",
|
||
"chunk_text": "Heather R. Garcia — Welder in Nashville, TN. Skills: CMMS|GD&T|hydraulics|micrometer|pneumatics|press brake|welding. Certs: Hazmat. Archetype: flexible. Reliability: 0.63, Availability: 0.83",
|
||
"score": 0.59342384,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-42823",
|
||
"chunk_text": "Robert B. Martinez — Welder in Nashville, TN. Skills: GD&T|PLC|calipers|lathe|mill|press brake|troubleshooting. Certs: OSHA-10|First Aid/CPR. Archetype: flexible. Reliability: 0.71, Availability: 0.86",
|
||
"score": 0.58276105,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-25684",
|
||
"chunk_text": "Charles W. Ross — Welder in Nashville, TN. Skills: PLC|calipers|grinder|hydraulics|lockout/tagout|micrometer|mill|preventive maintenance. Certs: First Aid/CPR|Lockout/Tagout. Archetype: leader. Reliability: 0.72, Availability: 0.90",
|
||
"score": 0.5819632,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-42955",
|
||
"chunk_text": "Mark D. Martin — Welder in Nashville, TN. Skills: CMMS|EDM|blueprint reading|calipers|electrical|hydraulics|lathe|press brake|preventive maintenance|troubleshooting. Certs: OSHA-10. Archetype: communicator. Reliability: 0.64, Availability: 0.78",
|
||
"score": 0.58172363,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-9880",
|
||
"chunk_text": "Raymond Watson — Welder in Nashville, TN. Skills: EDM|calipers|electrical|grinder|lathe|pneumatics|preventive maintenance|welding. Certs: Forklift|ServSafe|Lockout/Tagout. Archetype: flexible. Reliability: 0.83, Availability: 0.85",
|
||
"score": 0.5721504,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-20552",
|
||
"chunk_text": "Edward M. Cooper — Welder in Nashville, TN. Skills: EDM|GD&T|PLC|lockout/tagout|welding. Certs: OSHA-30|Forklift. Archetype: reliable. Reliability: 0.82, Availability: 0.98",
|
||
"score": 0.5647836,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-16039",
|
||
"chunk_text": "Susan X. Perez — Welder in Nashville, TN. Skills: CMMS|PLC|grinder|hydraulics|press brake|welding. Certs: Hazmat|First Aid/CPR|Order Picker. Archetype: communicator. Reliability: 0.88, Availability: 1.00",
|
||
"score": 0.5586461,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-47516",
|
||
"chunk_text": "Sofia O. Clark — Welder in Nashville, TN. Skills: EDM|GD&T|PLC|blueprint reading|grinder|preventive maintenance. Certs: none. Archetype: flexible. Reliability: 0.74, Availability: 0.95",
|
||
"score": 0.55444753,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-46761",
|
||
"chunk_text": "William N. Diaz — Welder in Nashville, TN. Skills: CMMS|PLC|blueprint reading|electrical|mill|press brake|preventive maintenance|troubleshooting. Certs: OSHA-10|ServSafe. Archetype: leader. Reliability: 0.83, Availability: 0.84",
|
||
"score": 0.5508667,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-20738",
|
||
"chunk_text": "Frank Q. Smith — Welder in Nashville, TN. Skills: CNC|EDM|calipers|electrical|lathe|mill|preventive maintenance|troubleshooting. Certs: Forklift. Archetype: flexible. Reliability: 0.73, Availability: 0.88",
|
||
"score": 0.5424867,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-47669",
|
||
"chunk_text": "Frank L. Young — Welder in Nashville, TN. Skills: CMMS|CNC|EDM|PLC|micrometer|pneumatics|press brake|preventive maintenance|troubleshooting. Certs: none. Archetype: reliable. Reliability: 0.82, Availability: 0.86",
|
||
"score": 0.5236138,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-42664",
|
||
"chunk_text": "Jason Y. James — Welder in Nashville, TN. Skills: CMMS|EDM|calipers|electrical|micrometer|troubleshooting|welding. Certs: Reach Truck|ServSafe. Archetype: specialist. Reliability: 0.82, Availability: 0.80",
|
||
"score": 0.5215316,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-2985",
|
||
"chunk_text": "George Peterson — Welder in Nashville, TN. Skills: CMMS|CNC|GD&T|PLC|blueprint reading|pneumatics|press brake|troubleshooting|welding. Certs: OSHA-10|Hazmat. Archetype: flexible. Reliability: 0.59, Availability: 0.85",
|
||
"score": 0.5152744,
|
||
"sql_verified": true
|
||
}
|
||
],
|
||
"duration_ms": 267
|
||
},
|
||
"at": "2026-04-21T04:43:17.810Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. The hybrid_search query correctly filters for Welders in Nashville, TN with high availability. The next step should be to review the results, exclude any excluded workers, and verify the top candidates via SQL. Ensure that the final proposed fills are from the verified candidates and meet the criteria."
|
||
},
|
||
"at": "2026-04-21T04:43:19.592Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "sql",
|
||
"args": {
|
||
"query": "SELECT worker_id, name, role, city, state, CAST(availability AS DOUBLE) as availability_num, CAST(reliability AS DOUBLE) as reliability_num, skills, certifications FROM workers_500k WHERE worker_id IN (29052, 40747) ORDER BY availability_num DESC, reliability_num DESC"
|
||
},
|
||
"rationale": "Verify the top 2 hybrid_search candidates (Melissa K. Rivera W500K-29052 and Lisa F. Wood W500K-40747) via SQL to confirm they are Welders in Nashville, TN with high availability for emergency fill. Both scored 0.86 in hybrid ranking and are not in the exclusion list."
|
||
},
|
||
"at": "2026-04-21T04:43:25.602Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"columns": [
|
||
{
|
||
"name": "worker_id",
|
||
"data_type": "Int64"
|
||
},
|
||
{
|
||
"name": "name",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "role",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "city",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "state",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "availability_num",
|
||
"data_type": "Float64"
|
||
},
|
||
{
|
||
"name": "reliability_num",
|
||
"data_type": "Float64"
|
||
},
|
||
{
|
||
"name": "skills",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "certifications",
|
||
"data_type": "Utf8View"
|
||
}
|
||
],
|
||
"rows": [
|
||
{
|
||
"availability_num": 0.9754,
|
||
"certifications": "Forklift",
|
||
"city": "Nashville",
|
||
"name": "Melissa K. Rivera",
|
||
"reliability_num": 0.8135,
|
||
"role": "Welder",
|
||
"skills": "CMMS, EDM, blueprint reading, calipers, lathe, mill, pneumatics, preventive maintenance, troubleshooting, welding",
|
||
"state": "TN",
|
||
"worker_id": 29052
|
||
},
|
||
{
|
||
"availability_num": 0.7108,
|
||
"certifications": "OSHA-10, Forklift",
|
||
"city": "Nashville",
|
||
"name": "Lisa F. Wood",
|
||
"reliability_num": 0.9089,
|
||
"role": "Welder",
|
||
"skills": "CNC, GD&T, calipers, electrical, pneumatics, press brake",
|
||
"state": "TN",
|
||
"worker_id": 40747
|
||
}
|
||
],
|
||
"row_count": 2
|
||
},
|
||
"at": "2026-04-21T04:43:25.671Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. The SQL verification confirms that both Melissa K. Rivera and Lisa F. Wood are Welders in Nashville, TN with availability > 0.7. The next step should be to propose exactly 2 fills from these verified candidates. Ensure that the final proposal meets the criteria of exactly 2 fills, with names matching prior tool_result entries and at least one SQL-verified."
|
||
},
|
||
"at": "2026-04-21T04:43:27.906Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "propose_done",
|
||
"content": {
|
||
"kind": "propose_done",
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-29052",
|
||
"name": "Melissa K. Rivera"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-40747",
|
||
"name": "Lisa F. Wood"
|
||
}
|
||
],
|
||
"rationale": "Both candidates verified via SQL as Welders in Nashville, TN with availability > 0.7 (Melissa: 0.9754, Lisa: 0.7108). Melissa has highest availability (0.9754) and strong reliability (0.8135). Lisa has excellent reliability (0.9089) with OSHA-10 certification. Both scored 0.86 in hybrid ranking for emergency welder search. Neither appears in exclusion list. Target: 2 Welders in Nashville, TN for emergency fill."
|
||
},
|
||
"at": "2026-04-21T04:43:35.016Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "approve_done",
|
||
"notes": "Proposal meets all criteria: exactly 2 fills, both verified via SQL as Welders in Nashville, TN with availability > 0.7, and each name appears in prior tool_result from Nashville, TN matching role 'Welder'."
|
||
},
|
||
"at": "2026-04-21T04:43:36.538Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "consensus_done",
|
||
"content": {
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-29052",
|
||
"name": "Melissa K. Rivera"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-40747",
|
||
"name": "Lisa F. Wood"
|
||
}
|
||
]
|
||
},
|
||
"at": "2026-04-21T04:43:36.538Z"
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"event": {
|
||
"kind": "misplacement",
|
||
"at": "15:30",
|
||
"role": "Packaging Operator",
|
||
"count": 1,
|
||
"replaces_event": "08:30",
|
||
"city": "Nashville",
|
||
"state": "TN",
|
||
"shift_start": "15:30 PM",
|
||
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-19, fill=paramount.",
|
||
"exclude_worker_ids": [
|
||
null,
|
||
null,
|
||
null,
|
||
null,
|
||
null,
|
||
null
|
||
]
|
||
},
|
||
"ok": true,
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-4430",
|
||
"name": "Emily Reyes"
|
||
}
|
||
],
|
||
"turns": 4,
|
||
"duration_secs": 24.009,
|
||
"gap_signals": [
|
||
"double_book: undefined Emily Reyes already booked for 07:00"
|
||
],
|
||
"sources_first_score": 0.86893123,
|
||
"sources_last_score": 0.58454293,
|
||
"pool_size": 330,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-e21bcfbf9ff0aee9",
|
||
"pb-seed-7feb4b56b069d9b4",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-36702de803bda835",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-3a0016759e7a8497",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-c074176c05965879",
|
||
"pb-seed-c4651454946c3181",
|
||
"pb-seed-7f408ebd01b071c4",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-6c4616d2e810029d",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-625e4902f8b6910b",
|
||
"pb-seed-0e923f2e3cb1411c",
|
||
"pb-seed-3b59a76660a4bda6",
|
||
"pb-seed-de7aa32789225058",
|
||
"pb-seed-77fabaf59b994f0e",
|
||
"pb-seed-d1b8e2c86f6fb712"
|
||
],
|
||
"discovered_pattern": "Across 25 similar past playbooks (18 workers examined) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)",
|
||
"diagnostic_log": [
|
||
{
|
||
"turn": 1,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "plan",
|
||
"content": {
|
||
"kind": "plan",
|
||
"steps": [
|
||
"Run hybrid_search for Packaging Operator in Nashville, TN with availability filter",
|
||
"Review results and exclude any workers on the EXCLUDE list",
|
||
"Verify top candidate via SQL query",
|
||
"Propose the best available candidate for the fill"
|
||
]
|
||
},
|
||
"at": "2026-04-21T04:43:41.751Z"
|
||
},
|
||
{
|
||
"turn": 1,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. Proceed with hybrid_search for Packaging Operator in Nashville, TN, ensuring availability filter is applied. Review results to exclude any workers on the EXCLUDE list. Verify top candidate via SQL query and ensure the candidate meets all criteria before proposing."
|
||
},
|
||
"at": "2026-04-21T04:43:43.280Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "hybrid_search",
|
||
"args": {
|
||
"index_name": "workers_500k_v1",
|
||
"sql_filter": "role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5",
|
||
"question": "reliable packaging operator Nashville TN available for immediate fill no-show replacement",
|
||
"k": 20
|
||
},
|
||
"rationale": "Search for available Packaging Operators in Nashville, TN with availability > 0.5. Using k=20 for 1 fill target to get a deep candidate pool for ranking. Will exclude already-booked workers from results before proposing."
|
||
},
|
||
"at": "2026-04-21T04:43:49.420Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"question": "reliable packaging operator Nashville TN available for immediate fill no-show replacement",
|
||
"sql_filter": "role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5",
|
||
"sql_matches": 330,
|
||
"vector_reranked": 20,
|
||
"method": "hybrid_sql_vector",
|
||
"answer": null,
|
||
"sources": [
|
||
{
|
||
"doc_id": "W500K-4654",
|
||
"chunk_text": "Jamal Ruiz — Packaging Operator in Nashville, TN. Skills: SPC|batch processing|cold storage|conveyor ops|inventory|pick-to-light|quality inspection|receiving. Certs: ServSafe. Archetype: communicator. Reliability: 0.79, Availability: 0.77",
|
||
"score": 0.86893123,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-e21bcfbf9ff0aee9",
|
||
"pb-seed-7feb4b56b069d9b4",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-36702de803bda835",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-3a0016759e7a8497",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-c074176c05965879",
|
||
"pb-seed-c4651454946c3181",
|
||
"pb-seed-7f408ebd01b071c4",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-6c4616d2e810029d",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-625e4902f8b6910b",
|
||
"pb-seed-0e923f2e3cb1411c",
|
||
"pb-seed-3b59a76660a4bda6",
|
||
"pb-seed-de7aa32789225058",
|
||
"pb-seed-77fabaf59b994f0e",
|
||
"pb-seed-d1b8e2c86f6fb712"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-4076",
|
||
"chunk_text": "George King — Packaging Operator in Nashville, TN. Skills: assembly|batch processing|line work|loading dock|pallet jack|quality inspection. Certs: Confined Space. Archetype: leader. Reliability: 0.80, Availability: 0.61",
|
||
"score": 0.8650503,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-c4651454946c3181",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-0e923f2e3cb1411c",
|
||
"pb-seed-d1b8e2c86f6fb712"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-25376",
|
||
"chunk_text": "Michael A. Wright — Packaging Operator in Nashville, TN. Skills: labeling|line work|loading dock|packaging|pick-to-light|quality inspection|shipping. Certs: OSHA-30|Hazmat|Lockout/Tagout. Archetype: reliable. Reliability: 0.91, Availability: 0.92",
|
||
"score": 0.84806234,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-c4651454946c3181",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-0e923f2e3cb1411c",
|
||
"pb-seed-de7aa32789225058",
|
||
"pb-seed-d1b8e2c86f6fb712"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-21175",
|
||
"chunk_text": "Kenneth L. Diaz — Packaging Operator in Nashville, TN. Skills: RF scanner|assembly|conveyor ops|forklift|labeling|line work|packaging|pallet jack|receiving. Certs: Lockout/Tagout. Archetype: flexible. Reliability: 0.80, Availability: 0.67",
|
||
"score": 0.8372752,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-7feb4b56b069d9b4",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-c4651454946c3181",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-0e923f2e3cb1411c",
|
||
"pb-seed-d1b8e2c86f6fb712"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-4430",
|
||
"chunk_text": "Emily Reyes — Packaging Operator in Nashville, TN. Skills: 6S|RF scanner|assembly|batch processing|cold storage|lean manufacturing. Certs: Forklift. Archetype: leader. Reliability: 0.82, Availability: 0.99",
|
||
"score": 0.8320701,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-0e923f2e3cb1411c",
|
||
"pb-seed-d1b8e2c86f6fb712"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-1911",
|
||
"chunk_text": "Aisha Nguyen — Packaging Operator in Nashville, TN. Skills: RF scanner|assembly|batch processing|cold storage|conveyor ops|inventory|labeling|lean manufacturing|packaging|shipping. Certs: OSHA-10. Archetype: flexible. Reliability: 0.78, Availability: 0.72",
|
||
"score": 0.8313616,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-7feb4b56b069d9b4",
|
||
"pb-seed-d8a92ec9e3c31773",
|
||
"pb-seed-2e5e35815025a7ba",
|
||
"pb-seed-aeb981becead18a5",
|
||
"pb-seed-c4651454946c3181",
|
||
"pb-seed-bc4150a689440056",
|
||
"pb-seed-c26a801338dc0418",
|
||
"pb-seed-0e923f2e3cb1411c"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-21124",
|
||
"chunk_text": "Adam M. Reyes — Packaging Operator in Nashville, TN. Skills: 6S|SPC|batch processing|cold storage|lean manufacturing|loading dock|pick-to-light. Certs: Forklift|Hazmat. Archetype: reliable. Reliability: 0.89, Availability: 0.82",
|
||
"score": 0.8003053,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.2496497,
|
||
"playbook_citations": [
|
||
"pb-seed-5a7ddcddee8b435a",
|
||
"pb-seed-7feb4b56b069d9b4",
|
||
"pb-seed-d1b8e2c86f6fb712"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-22923",
|
||
"chunk_text": "Douglas R. Jimenez — Packaging Operator in Nashville, TN. Skills: RF scanner|assembly|batch processing|forklift|labeling|pick-to-light|quality inspection. Certs: Forklift. Archetype: reliable. Reliability: 0.80, Availability: 0.88",
|
||
"score": 0.67653537,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.0832311,
|
||
"playbook_citations": [
|
||
"pb-seed-c4651454946c3181"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-22863",
|
||
"chunk_text": "Joshua J. Phillips — Packaging Operator in Nashville, TN. Skills: RF scanner|batch processing|conveyor ops|forklift|inventory|labeling|lean manufacturing|line work. Certs: Fire Safety. Archetype: reliable. Reliability: 0.84, Availability: 0.77",
|
||
"score": 0.65516675,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.08316485,
|
||
"playbook_citations": [
|
||
"pb-seed-7feb4b56b069d9b4"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-20635",
|
||
"chunk_text": "Margaret R. Moore — Packaging Operator in Nashville, TN. Skills: SPC|cold storage|lean manufacturing|line work|loading dock|packaging|pallet jack|pick-to-light|quality inspection. Certs: ISO 9001. Archetype: flexible. Reliability: 0.92, Availability: 0.63",
|
||
"score": 0.64656,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.08331556,
|
||
"playbook_citations": [
|
||
"pb-seed-de7aa32789225058"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-33220",
|
||
"chunk_text": "Samuel S. Gomez — Packaging Operator in Nashville, TN. Skills: labeling|lean manufacturing|line work|loading dock|pallet jack. Certs: First Aid/CPR. Archetype: reliable. Reliability: 0.91, Availability: 0.86",
|
||
"score": 0.63893896,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.08331556,
|
||
"playbook_citations": [
|
||
"pb-seed-de7aa32789225058"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-36638",
|
||
"chunk_text": "Joyce E. Peterson — Packaging Operator in Nashville, TN. Skills: RF scanner|assembly|batch processing|pick-to-light. Certs: none. Archetype: flexible. Reliability: 0.75, Availability: 0.92",
|
||
"score": 0.6258743,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.08316485,
|
||
"playbook_citations": [
|
||
"pb-seed-7feb4b56b069d9b4"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-8894",
|
||
"chunk_text": "Jose Phillips — Packaging Operator in Nashville, TN. Skills: 6S|RF scanner|SPC|cold storage|labeling|line work|packaging|pick-to-light|receiving. Certs: OSHA-30. Archetype: leader. Reliability: 0.90, Availability: 0.86",
|
||
"score": 0.62078124,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.08331556,
|
||
"playbook_citations": [
|
||
"pb-seed-de7aa32789225058"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-25142",
|
||
"chunk_text": "Steven A. Ramos — Packaging Operator in Nashville, TN. Skills: RF scanner|SPC|assembly|forklift|inventory|lean manufacturing|pallet jack|quality inspection|shipping. Certs: OSHA-10|Hazmat. Archetype: flexible. Reliability: 0.66, Availability: 0.69",
|
||
"score": 0.6191313,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-43964",
|
||
"chunk_text": "Shirley Y. Long — Packaging Operator in Nashville, TN. Skills: cold storage|forklift|lean manufacturing|line work. Certs: none. Archetype: communicator. Reliability: 0.63, Availability: 0.84",
|
||
"score": 0.61155796,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-27360",
|
||
"chunk_text": "Carolyn I. Roberts — Packaging Operator in Nashville, TN. Skills: assembly|cold storage|conveyor ops|labeling|lean manufacturing|pick-to-light|receiving. Certs: OSHA-10. Archetype: communicator. Reliability: 0.62, Availability: 1.00",
|
||
"score": 0.6015103,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-11222",
|
||
"chunk_text": "Olga Moore — Packaging Operator in Nashville, TN. Skills: assembly|conveyor ops|labeling|line work|loading dock|quality inspection|receiving|shipping. Certs: MSDS|Confined Space. Archetype: reliable. Reliability: 0.91, Availability: 0.79",
|
||
"score": 0.59995973,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.08331556,
|
||
"playbook_citations": [
|
||
"pb-seed-de7aa32789225058"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-29550",
|
||
"chunk_text": "Robert O. Thomas — Packaging Operator in Nashville, TN. Skills: RF scanner|SPC|assembly|batch processing|labeling|lean manufacturing|loading dock|pallet jack|pick-to-light|shipping. Certs: Forklift|MSDS. Archetype: communicator. Reliability: 0.68, Availability: 0.79",
|
||
"score": 0.5938511,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-13473",
|
||
"chunk_text": "Deborah Brooks — Packaging Operator in Nashville, TN. Skills: 6S|assembly|batch processing|lean manufacturing|receiving|shipping. Certs: none. Archetype: communicator. Reliability: 0.48, Availability: 0.69",
|
||
"score": 0.59029996,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-13144",
|
||
"chunk_text": "Sofia Hill — Packaging Operator in Nashville, TN. Skills: 6S|SPC|batch processing|forklift|packaging|pallet jack|pick-to-light|quality inspection|receiving. Certs: OSHA-10. Archetype: leader. Reliability: 0.79, Availability: 0.88",
|
||
"score": 0.58454293,
|
||
"sql_verified": true
|
||
}
|
||
],
|
||
"duration_ms": 289
|
||
},
|
||
"at": "2026-04-21T04:43:49.711Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. The hybrid_search query correctly filters for Packaging Operators in Nashville, TN with availability > 0.5. The results include valid candidates from the city and role. Proceed to review and exclude any workers on the EXCLUDE list before proposing."
|
||
},
|
||
"at": "2026-04-21T04:43:51.322Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "sql",
|
||
"args": {
|
||
"query": "SELECT worker_id, name, role, city, state, CAST(availability AS DOUBLE) as avail, CAST(reliability AS DOUBLE) as reli FROM workers_500k WHERE worker_id IN (4654, 4076, 25376, 21175, 4430) ORDER BY avail DESC, reli DESC"
|
||
},
|
||
"rationale": "Verify top 5 hybrid_search candidates via SQL to confirm availability, reliability scores, and exact role/city match. Will select the highest-scoring verified candidate not on EXCLUDE list for the fill."
|
||
},
|
||
"at": "2026-04-21T04:43:57.020Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"columns": [
|
||
{
|
||
"name": "worker_id",
|
||
"data_type": "Int64"
|
||
},
|
||
{
|
||
"name": "name",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "role",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "city",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "state",
|
||
"data_type": "Utf8View"
|
||
},
|
||
{
|
||
"name": "avail",
|
||
"data_type": "Float64"
|
||
},
|
||
{
|
||
"name": "reli",
|
||
"data_type": "Float64"
|
||
}
|
||
],
|
||
"rows": [
|
||
{
|
||
"avail": 0.991,
|
||
"city": "Nashville",
|
||
"name": "Emily Reyes",
|
||
"reli": 0.8169,
|
||
"role": "Packaging Operator",
|
||
"state": "TN",
|
||
"worker_id": 4430
|
||
},
|
||
{
|
||
"avail": 0.9233,
|
||
"city": "Nashville",
|
||
"name": "Michael A. Wright",
|
||
"reli": 0.9106,
|
||
"role": "Packaging Operator",
|
||
"state": "TN",
|
||
"worker_id": 25376
|
||
},
|
||
{
|
||
"avail": 0.7722,
|
||
"city": "Nashville",
|
||
"name": "Jamal Ruiz",
|
||
"reli": 0.7935,
|
||
"role": "Packaging Operator",
|
||
"state": "TN",
|
||
"worker_id": 4654
|
||
},
|
||
{
|
||
"avail": 0.6712,
|
||
"city": "Nashville",
|
||
"name": "Kenneth L. Diaz",
|
||
"reli": 0.7967,
|
||
"role": "Packaging Operator",
|
||
"state": "TN",
|
||
"worker_id": 21175
|
||
},
|
||
{
|
||
"avail": 0.6137,
|
||
"city": "Nashville",
|
||
"name": "George King",
|
||
"reli": 0.803,
|
||
"role": "Packaging Operator",
|
||
"state": "TN",
|
||
"worker_id": 4076
|
||
}
|
||
],
|
||
"row_count": 5
|
||
},
|
||
"at": "2026-04-21T04:43:57.087Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. The SQL verification confirms the top candidates are from Nashville, TN, and have the role of Packaging Operator. The next step is to propose the best candidate, ensuring they are not on the EXCLUDE list and have availability > 0.5. Proceed to propose the top verified candidate."
|
||
},
|
||
"at": "2026-04-21T04:43:59.073Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "executor",
|
||
"model": "kimi-k2.5",
|
||
"kind": "propose_done",
|
||
"content": {
|
||
"kind": "propose_done",
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-4430",
|
||
"name": "Emily Reyes"
|
||
}
|
||
],
|
||
"rationale": "Emily Reyes (worker_id 4430) is the top verified candidate: highest availability (0.991), Packaging Operator in Nashville, TN, with solid reliability (0.8169). SQL verification confirms role, city, state, and metrics. Not on EXCLUDE list. Ready for immediate fill for no-show replacement."
|
||
},
|
||
"at": "2026-04-21T04:44:02.320Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "approve_done",
|
||
"notes": "The propose_done meets all approval criteria: exactly 1 fill, Emily Reyes (W500K-4430) is confirmed from Nashville, TN with role 'Packaging Operator' in a prior tool_result, and the fill has been SQL-verified. No EXCLUDE list violations detected."
|
||
},
|
||
"at": "2026-04-21T04:44:04.188Z"
|
||
},
|
||
{
|
||
"turn": 4,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "consensus_done",
|
||
"content": {
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-4430",
|
||
"name": "Emily Reyes"
|
||
}
|
||
]
|
||
},
|
||
"at": "2026-04-21T04:44:04.188Z"
|
||
}
|
||
]
|
||
}
|
||
] |