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>
1323 lines
66 KiB
JSON
1323 lines
66 KiB
JSON
[
|
||
{
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||
"event": {
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||
"kind": "baseline_fill",
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||
"at": "07:00",
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"role": "Warehouse Associate",
|
||
"count": 5,
|
||
"city": "Joliet",
|
||
"state": "IL",
|
||
"shift_start": "07:00 AM",
|
||
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-12, fill=preferred."
|
||
},
|
||
"ok": true,
|
||
"fills": [
|
||
{
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||
"candidate_id": "W500K-37707",
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"name": "Mary H. King"
|
||
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||
{
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||
"candidate_id": "W500K-23612",
|
||
"name": "Emily E. Powell"
|
||
},
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||
{
|
||
"candidate_id": "W500K-16430",
|
||
"name": "Nathan Y. Miller"
|
||
},
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||
{
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||
"candidate_id": "W500K-2245",
|
||
"name": "Andre Davis"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-23801",
|
||
"name": "Kelly L. Nelson"
|
||
}
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||
],
|
||
"turns": 2,
|
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"duration_secs": 15.347,
|
||
"gap_signals": [
|
||
"double_book: undefined Emily E. Powell already booked for 07:00",
|
||
"double_book: undefined Nathan Y. Miller already booked for 07:00",
|
||
"double_book: undefined Andre Davis already booked for 07:00",
|
||
"double_book: undefined Kelly L. Nelson already booked for 07:00"
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],
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"sources_first_score": 0.92265964,
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"pb-seed-bbd4783818e567a2",
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"pb-seed-7aae025ec2f613a2"
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],
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"discovered_pattern": "Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: leader · reliability median 0.80 (range 0.34–1.00)",
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"diagnostic_log": [
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{
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"args": {
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"sql_filter": "role = 'Warehouse Associate' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5",
|
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"question": "Warehouse Associate Joliet IL",
|
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"k": 40
|
||
},
|
||
"rationale": "Execute the canonical fill tool first. Filter for Warehouse Associates in Joliet, IL with availability > 0.5. Request k=40 to ensure a deep pool for ranking and selecting the top 5 candidates as per the target count."
|
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},
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"at": "2026-04-21T03:52:27.900Z"
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{
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"content": {
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"question": "Warehouse Associate Joliet IL",
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"sql_filter": "role = 'Warehouse Associate' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5",
|
||
"sql_matches": 821,
|
||
"vector_reranked": 40,
|
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"method": "hybrid_sql_vector",
|
||
"answer": null,
|
||
"sources": [
|
||
{
|
||
"doc_id": "W500K-37707",
|
||
"chunk_text": "Mary H. King — Warehouse Associate in Joliet, IL. Skills: Excel|RF scanner|SAP|hazmat|pick-to-light|receiving|team lead|training. Certs: OSHA-30. Archetype: specialist. Reliability: 0.78, Availability: 0.52",
|
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"score": 0.92265964,
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"pb-seed-ba104004bb100817",
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"pb-seed-bbd4783818e567a2",
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"pb-seed-7aae025ec2f613a2"
|
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]
|
||
},
|
||
{
|
||
"doc_id": "W500K-23612",
|
||
"chunk_text": "Emily E. Powell — Warehouse Associate in Joliet, IL. Skills: cold storage|confined space|hazmat|pallet jack|pick-to-light. Certs: OSHA-10|Forklift. Archetype: communicator. Reliability: 0.84, Availability: 0.76",
|
||
"score": 0.92260814,
|
||
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|
||
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|
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||
"pb-seed-a116824f12fa2ee5",
|
||
"pb-seed-ba104004bb100817",
|
||
"pb-seed-bbd4783818e567a2",
|
||
"pb-seed-7aae025ec2f613a2"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-16430",
|
||
"chunk_text": "Nathan Y. Miller — Warehouse Associate in Joliet, IL. Skills: first aid|hazmat|inventory|pick-to-light|shipping|team lead|training. Certs: none. Archetype: reliable. Reliability: 0.92, Availability: 0.81",
|
||
"score": 0.81075656,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.11911823,
|
||
"playbook_citations": [
|
||
"pb-seed-a116824f12fa2ee5",
|
||
"pb-seed-ba104004bb100817",
|
||
"pb-seed-bbd4783818e567a2",
|
||
"pb-seed-7aae025ec2f613a2"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-2245",
|
||
"chunk_text": "Andre Davis — Warehouse Associate in Joliet, IL. Skills: Excel|SAP|bilingual|hazmat|loading dock|shipping|training. Certs: First Aid/CPR|Order Picker. Archetype: communicator. Reliability: 0.78, Availability: 0.78",
|
||
"score": 0.8101631,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.11911823,
|
||
"playbook_citations": [
|
||
"pb-seed-a116824f12fa2ee5",
|
||
"pb-seed-ba104004bb100817",
|
||
"pb-seed-bbd4783818e567a2",
|
||
"pb-seed-7aae025ec2f613a2"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-23801",
|
||
"chunk_text": "Kelly L. Nelson — Warehouse Associate in Joliet, IL. Skills: bilingual|first aid|loading dock|shipping. Certs: Forklift. Archetype: leader. Reliability: 0.73, Availability: 0.69",
|
||
"score": 0.8084562,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.11911823,
|
||
"playbook_citations": [
|
||
"pb-seed-a116824f12fa2ee5",
|
||
"pb-seed-ba104004bb100817",
|
||
"pb-seed-bbd4783818e567a2",
|
||
"pb-seed-7aae025ec2f613a2"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-13337",
|
||
"chunk_text": "Joshua Clark — Warehouse Associate in Joliet, IL. Skills: RF scanner|SAP|bilingual|cold storage|hazmat|packaging|pallet jack|team lead. Certs: Forklift|Hazmat. Archetype: leader. Reliability: 0.88, Availability: 0.78",
|
||
"score": 0.67977726,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-9708",
|
||
"chunk_text": "Carolyn Cook — Warehouse Associate in Joliet, IL. Skills: bilingual|first aid|forklift|inventory|shipping. Certs: OSHA-10|Forklift|Reach Truck|Fire Safety. Archetype: reliable. Reliability: 0.88, Availability: 0.71",
|
||
"score": 0.6787899,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-4192",
|
||
"chunk_text": "Larry Ortiz — Warehouse Associate in Joliet, IL. Skills: bilingual|cold storage|confined space|first aid|forklift|overhead crane|pallet jack|pick-to-light|shipping. Certs: OSHA-30. Archetype: leader. Reliability: 0.80, Availability: 0.75",
|
||
"score": 0.6752695,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-12291",
|
||
"chunk_text": "Julie Scott — Warehouse Associate in Joliet, IL. Skills: Excel|cold storage|first aid|forklift|loading dock|overhead crane|packaging|pallet jack|team lead|training. Certs: none. Archetype: specialist. Reliability: 0.73, Availability: 0.55",
|
||
"score": 0.6729027,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-28552",
|
||
"chunk_text": "John E. Rogers — Warehouse Associate in Joliet, IL. Skills: Excel|RF scanner|SAP|cold storage|first aid|overhead crane|packaging|pallet jack|training. Certs: Forklift. Archetype: communicator. Reliability: 0.72, Availability: 0.56",
|
||
"score": 0.6686993,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-22342",
|
||
"chunk_text": "Jason I. Robinson — Warehouse Associate in Joliet, IL. Skills: RF scanner|hazmat|pallet jack|receiving|team lead|training. Certs: Forklift. Archetype: silent. Reliability: 0.53, Availability: 0.59",
|
||
"score": 0.66306776,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-44056",
|
||
"chunk_text": "Malik M. Adams — Warehouse Associate in Joliet, IL. Skills: SAP|cold storage|forklift|hazmat|inventory|loading dock|shipping. Certs: none. Archetype: reliable. Reliability: 0.92, Availability: 0.66",
|
||
"score": 0.6580589,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-49344",
|
||
"chunk_text": "Brandon W. Evans — Warehouse Associate in Joliet, IL. Skills: hazmat|loading dock|overhead crane|packaging|pick-to-light|team lead. Certs: Forklift. Archetype: communicator. Reliability: 0.81, Availability: 0.77",
|
||
"score": 0.65588874,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-49570",
|
||
"chunk_text": "Edward O. Garcia — Warehouse Associate in Joliet, IL. Skills: Excel|SAP|first aid|forklift|hazmat|receiving|team lead. Certs: none. Archetype: leader. Reliability: 0.83, Availability: 0.80",
|
||
"score": 0.65521926,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-23403",
|
||
"chunk_text": "Olga D. Ramirez — Warehouse Associate in Joliet, IL. Skills: Excel|SAP|bilingual|forklift|overhead crane|packaging|pallet jack|pick-to-light|receiving|team lead. Certs: none. Archetype: communicator. Reliability: 0.66, Availability: 0.78",
|
||
"score": 0.6533116,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-700",
|
||
"chunk_text": "Carlos Morales — Warehouse Associate in Joliet, IL. Skills: Excel|cold storage|forklift|team lead. Certs: OSHA-10|Forklift|Reach Truck. Archetype: reliable. Reliability: 0.86, Availability: 0.85",
|
||
"score": 0.6499743,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-776",
|
||
"chunk_text": "Cynthia Nelson — Warehouse Associate in Joliet, IL. Skills: hazmat|overhead crane|receiving|shipping|training. Certs: OSHA-10. Archetype: communicator. Reliability: 0.81, Availability: 0.75",
|
||
"score": 0.6494646,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-7971",
|
||
"chunk_text": "Maria Stewart — Warehouse Associate in Joliet, IL. Skills: SAP|bilingual|loading dock|pick-to-light|receiving|team lead|training. Certs: Forklift|First Aid/CPR. Archetype: reliable. Reliability: 0.91, Availability: 1.00",
|
||
"score": 0.6488146,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-4610",
|
||
"chunk_text": "Yuki Morris — Warehouse Associate in Joliet, IL. Skills: RF scanner|SAP|bilingual|cold storage|confined space|overhead crane|pallet jack|pick-to-light|team lead. Certs: OSHA-30|Forklift. Archetype: specialist. Reliability: 0.74, Availability: 0.82",
|
||
"score": 0.64829904,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-30341",
|
||
"chunk_text": "Shirley Z. Kelly — Warehouse Associate in Joliet, IL. Skills: bilingual|cold storage|confined space|hazmat|pallet jack|training. Certs: OSHA-10|ServSafe. Archetype: leader. Reliability: 0.75, Availability: 0.87",
|
||
"score": 0.6475437,
|
||
"sql_verified": true
|
||
}
|
||
],
|
||
"duration_ms": 265,
|
||
"_trimmed": "20 more"
|
||
},
|
||
"at": "2026-04-21T03:52:28.167Z"
|
||
},
|
||
{
|
||
"turn": 1,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. The hybrid_search tool has been used correctly with the required filters for role, location, and availability. The next step is to select the top 5 candidates from the 40 results and ensure they meet the criteria. No drift detected so far."
|
||
},
|
||
"at": "2026-04-21T03:52:32.261Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "propose_done",
|
||
"content": {
|
||
"kind": "propose_done",
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-37707",
|
||
"name": "Mary H. King"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-23612",
|
||
"name": "Emily E. Powell"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-16430",
|
||
"name": "Nathan Y. Miller"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-2245",
|
||
"name": "Andre Davis"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-23801",
|
||
"name": "Kelly L. Nelson"
|
||
}
|
||
],
|
||
"rationale": "The hybrid_search tool returned 40 ranked candidates in Joliet, IL matching the Warehouse Associate role with availability > 0.5. The top 5 candidates (Mary H. King, Emily E. Powell, Nathan Y. Miller, Andre Davis, Kelly L. Nelson) are selected based on their high semantic match scores (0.92, 0.92, 0.81, 0.81, 0.81) and verified location/role attributes from the search results. This satisfies the target of 5 Warehouse Associates."
|
||
},
|
||
"at": "2026-04-21T03:52:38.047Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "approve_done",
|
||
"notes": "The propose_done meets all approval criteria: exactly 5 fills, each name appears in a prior tool_result from Joliet, IL matching the Warehouse Associate role, and at least one fill (W500K-37707:Mary H. King) has been SQL-verified in the tool_result."
|
||
},
|
||
"at": "2026-04-21T03:52:39.787Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "consensus_done",
|
||
"content": {
|
||
"fills": [
|
||
{
|
||
"candidate_id": "W500K-37707",
|
||
"name": "Mary H. King"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-23612",
|
||
"name": "Emily E. Powell"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-16430",
|
||
"name": "Nathan Y. Miller"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-2245",
|
||
"name": "Andre Davis"
|
||
},
|
||
{
|
||
"candidate_id": "W500K-23801",
|
||
"name": "Kelly L. Nelson"
|
||
}
|
||
]
|
||
},
|
||
"at": "2026-04-21T03:52:39.787Z"
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"event": {
|
||
"kind": "recurring",
|
||
"at": "10:00",
|
||
"role": "Forklift Operator",
|
||
"count": 3,
|
||
"city": "Joliet",
|
||
"state": "IL",
|
||
"shift_start": "10:00 PM",
|
||
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-12, fill=preferred."
|
||
},
|
||
"ok": false,
|
||
"fills": [],
|
||
"turns": 0,
|
||
"duration_secs": 15.704,
|
||
"error": "invalid JSON from executor: JSON Parse error: Unable to parse JSON string | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"recurring forklift operator Joliet IL\",\"k\":15},\"rationale\":\"Execute the canonical hybrid",
|
||
"gap_signals": [
|
||
"drift_or_tool: invalid JSON from executor: JSON Parse error: Unable to parse JSON string | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"recurring forklift operator Joliet IL\",\"k\":15},\"rationale\":\"Execute the canonical hybrid"
|
||
],
|
||
"diagnostic_log": [
|
||
{
|
||
"turn": 1,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "note",
|
||
"content": {
|
||
"continuation": 1,
|
||
"combined_chars": 684
|
||
},
|
||
"at": "2026-04-21T03:52:53.008Z"
|
||
},
|
||
{
|
||
"turn": 1,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "note",
|
||
"content": {
|
||
"continuation": 2,
|
||
"combined_chars": 1187
|
||
},
|
||
"at": "2026-04-21T03:52:56.623Z"
|
||
},
|
||
{
|
||
"turn": 1,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "note",
|
||
"content": {
|
||
"continuation": 3,
|
||
"combined_chars": 1690
|
||
},
|
||
"at": "2026-04-21T03:53:00.317Z"
|
||
},
|
||
{
|
||
"turn": 1,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "error",
|
||
"content": {
|
||
"message": "invalid JSON from executor: JSON Parse error: Unable to parse JSON string | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"recurring forklift operator Joliet IL\",\"k\":15},\"rationale\":\"Execute the canonical hybrid",
|
||
"raw": "{\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"recurring forklift operator Joliet IL\",\"k\":15},\"rationale\":\"Execute the canonical hybrid"
|
||
},
|
||
"at": "2026-04-21T03:53:03.385Z"
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"event": {
|
||
"kind": "expansion",
|
||
"at": "12:30",
|
||
"role": "Picker",
|
||
"count": 4,
|
||
"city": "Joliet",
|
||
"state": "IL",
|
||
"shift_start": "12:30 PM",
|
||
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-12, fill=preferred."
|
||
},
|
||
"ok": false,
|
||
"fills": [],
|
||
"turns": 0,
|
||
"duration_secs": 25.313,
|
||
"error": "aborted — 3 consecutive drift flags",
|
||
"gap_signals": [
|
||
"drift_or_tool: aborted — 3 consecutive drift flags"
|
||
],
|
||
"diagnostic_log": [
|
||
{
|
||
"turn": 1,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "hybrid_search",
|
||
"args": {
|
||
"index_name": "workers_500k_v1",
|
||
"sql_filter": "role = 'Picker' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75",
|
||
"question": "reliable Picker in Joliet IL",
|
||
"k": 40
|
||
},
|
||
"rationale": "Execute the canonical production tool FIRST as per rules. Filter for role='Picker', city='Joliet', state='IL' with high availability and reliability thresholds. Set k=40 (5x target of 4) to ensure a deep pool for the ranker to discriminate, adhering to the scaling guideline."
|
||
},
|
||
"at": "2026-04-21T03:53:12.981Z"
|
||
},
|
||
{
|
||
"turn": 1,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"question": "reliable Picker in Joliet IL",
|
||
"sql_filter": "role = 'Picker' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75",
|
||
"sql_matches": 0,
|
||
"vector_reranked": 40,
|
||
"method": "vector_only",
|
||
"answer": null,
|
||
"sources": [
|
||
{
|
||
"doc_id": "W500K-44650",
|
||
"chunk_text": "Douglas I. Peterson — Loader in Mattoon, IL. Skills: RF scanner|forklift|hazmat|inventory|packaging|pallet jack|team lead|training. Certs: OSHA-10|Lockout/Tagout. Archetype: communicator. Reliability: 0.73, Availability: 0.88",
|
||
"score": 0.86856174,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-246",
|
||
"chunk_text": "Carolyn Williams — Assembler in Memphis, TN. Skills: ISO 9001|batch processing|conveyor ops|inspection|labeling|nonconformance|root cause analysis. Certs: Hazmat. Archetype: specialist. Reliability: 0.78, Availability: 0.74",
|
||
"score": 0.86636925,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-49244",
|
||
"chunk_text": "Andrew A. Harris — Quality Tech in Decatur, IL. Skills: assembly|batch processing|inspection|line work|nonconformance|quality inspection|root cause analysis. Certs: OSHA-10. Archetype: flexible. Reliability: 0.77, Availability: 0.69",
|
||
"score": 0.8660128,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-36829",
|
||
"chunk_text": "DeShawn N. Myers — Material Handler in Green Bay, WI. Skills: RF scanner|SAP|cold storage|confined space|loading dock|overhead crane|pallet jack|shipping|training. Certs: Forklift|Reach Truck|MSDS. Archetype: leader. Reliability: 0.73, Availability: 0.72",
|
||
"score": 0.8651799,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-13326",
|
||
"chunk_text": "Kathleen Kelly — Packaging Operator in Champaign, IL. Skills: cold storage|conveyor ops|line work|packaging|pick-to-light|receiving. Certs: Forklift. Archetype: specialist. Reliability: 0.75, Availability: 0.92",
|
||
"score": 0.8642155,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-35780",
|
||
"chunk_text": "Matthew E. Ortiz — Machine Operator in Green Bay, WI. Skills: GD&T|SPC|batch processing|blueprint reading|calipers|lean manufacturing|mill|quality inspection. Certs: First Aid/CPR. Archetype: flexible. Reliability: 0.80, Availability: 0.85",
|
||
"score": 0.8640575,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-31225",
|
||
"chunk_text": "Sofia Z. Morales — Forklift Operator in Quincy, IL. Skills: RF scanner|SAP|bilingual|cold storage|forklift|hazmat|loading dock|overhead crane|pick-to-light|team lead. Certs: Forklift|Hazmat. Archetype: reliable. Reliability: 0.90, Availability: 0.77",
|
||
"score": 0.8639367,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-46932",
|
||
"chunk_text": "Brenda C. Taylor — Warehouse Associate in Dayton, OH. Skills: Excel|confined space|first aid|forklift|hazmat|pallet jack|receiving|shipping. Certs: none. Archetype: flexible. Reliability: 0.75, Availability: 0.66",
|
||
"score": 0.8632067,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-6536",
|
||
"chunk_text": "Maria Turner — Loader in Evansville, IN. Skills: inventory|overhead crane|pallet jack|shipping|team lead. Certs: OSHA-30|Forklift. Archetype: flexible. Reliability: 0.81, Availability: 1.00",
|
||
"score": 0.8629509,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-47549",
|
||
"chunk_text": "Shirley V. Walker — Material Handler in Knoxville, TN. Skills: SAP|hazmat|packaging|pick-to-light|shipping|training. Certs: OSHA-10|Forklift|First Aid/CPR. Archetype: reliable. Reliability: 0.75, Availability: 0.95",
|
||
"score": 0.8622796,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-42827",
|
||
"chunk_text": "Ronald F. Wood — Loader in Dayton, OH. Skills: Excel|SAP|cold storage|confined space|first aid|forklift|inventory|loading dock|pick-to-light|team lead. Certs: Forklift|First Aid/CPR|ISO 9001. Archetype: specialist. Reliability: 0.73, Availability: 0.48",
|
||
"score": 0.86205816,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-11229",
|
||
"chunk_text": "Cynthia James — Loader in Fort Wayne, IN. Skills: cold storage|confined space|forklift|inventory|pick-to-light|team lead. Certs: none. Archetype: communicator. Reliability: 0.61, Availability: 0.58",
|
||
"score": 0.8619062,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-16350",
|
||
"chunk_text": "Samuel W. Jimenez — Forklift Operator in Danville, IL. Skills: Excel|cold storage|confined space|loading dock|overhead crane|pallet jack. Certs: none. Archetype: communicator. Reliability: 0.94, Availability: 0.58",
|
||
"score": 0.8617816,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-30053",
|
||
"chunk_text": "Lisa X. Evans — Inventory Clerk in Milwaukee, WI. Skills: hazmat|inventory|loading dock|overhead crane|packaging|pick-to-light|shipping|team lead. Certs: OSHA-10|Forklift|First Aid/CPR|Fire Safety. Archetype: leader. Reliability: 0.82, Availability: 0.78",
|
||
"score": 0.8617405,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-24868",
|
||
"chunk_text": "Ivan M. Collins — Assembler in Toledo, OH. Skills: CMM|SPC|assembly|conveyor ops|quality inspection. Certs: OSHA-10. Archetype: reliable. Reliability: 0.87, Availability: 0.66",
|
||
"score": 0.86169446,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-2596",
|
||
"chunk_text": "Kevin Lewis — Machine Operator in Mattoon, IL. Skills: CNC|SPC|blueprint reading|conveyor ops|grinder|labeling|lean manufacturing|line work|micrometer. Certs: OSHA-10|Hazmat|Order Picker. Archetype: specialist. Reliability: 0.78, Availability: 0.89",
|
||
"score": 0.86158675,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-19686",
|
||
"chunk_text": "Sharon E. Morris — Line Lead in Fort Wayne, IN. Skills: bilingual|confined space|conveyor ops|lean manufacturing|quality inspection|team lead|training. Certs: Forklift|Hazmat|Lockout/Tagout. Archetype: communicator. Reliability: 0.58, Availability: 0.96",
|
||
"score": 0.8615626,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-14985",
|
||
"chunk_text": "Sofia Cook — Production Worker in Louisville, KY. Skills: Excel|assembly|conveyor ops|first aid|lean manufacturing|line work|overhead crane|quality inspection|training. Certs: OSHA-10|MSDS. Archetype: improving. Reliability: 0.99, Availability: 0.85",
|
||
"score": 0.86142004,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-5045",
|
||
"chunk_text": "Tyler Ortiz — Packaging Operator in South Bend, IN. Skills: RF scanner|batch processing|cold storage|forklift|line work|shipping. Certs: OSHA-10. Archetype: reliable. Reliability: 0.79, Availability: 0.90",
|
||
"score": 0.86112803,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-2399",
|
||
"chunk_text": "Sarah Diaz — CNC Operator in Cincinnati, OH. Skills: CNC|GD&T|ISO 9001|calibration|first article|gauge R&R|micrometer|mill|root cause analysis. Certs: OSHA-10|First Aid/CPR. Archetype: reliable. Reliability: 0.78, Availability: 0.59",
|
||
"score": 0.8611218,
|
||
"sql_verified": false
|
||
}
|
||
],
|
||
"duration_ms": 297,
|
||
"_trimmed": "20 more"
|
||
},
|
||
"at": "2026-04-21T03:53:13.279Z"
|
||
},
|
||
{
|
||
"turn": 1,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "drift",
|
||
"notes": "The hybrid_search result shows no matches for Picker in Joliet, IL, despite the query filtering for that role and location. This indicates a potential drift or data inconsistency. The executor should investigate why the search returned zero matches and consider alternative locations like Crest Hill, IL, as per prior lessons, while ensuring the candidates meet the Picker role and Joliet, IL criteria."
|
||
},
|
||
"at": "2026-04-21T03:53:17.769Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "hybrid_search",
|
||
"args": {
|
||
"index_name": "workers_500k_v1",
|
||
"sql_filter": "role = 'Picker' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75",
|
||
"question": "reliable Picker in Joliet IL",
|
||
"k": 40
|
||
},
|
||
"rationale": "Execute the canonical production tool FIRST as per rules. Filter for role='Picker', city='Joliet', state='IL' with high availability and reliability thresholds. Set k=40 (5x target of 4) to ensure a deep pool for the ranker to discriminate, adhering to the scaling guideline."
|
||
},
|
||
"at": "2026-04-21T03:53:22.086Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"question": "reliable Picker in Joliet IL",
|
||
"sql_filter": "role = 'Picker' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75",
|
||
"sql_matches": 0,
|
||
"vector_reranked": 40,
|
||
"method": "vector_only",
|
||
"answer": null,
|
||
"sources": [
|
||
{
|
||
"doc_id": "W500K-44650",
|
||
"chunk_text": "Douglas I. Peterson — Loader in Mattoon, IL. Skills: RF scanner|forklift|hazmat|inventory|packaging|pallet jack|team lead|training. Certs: OSHA-10|Lockout/Tagout. Archetype: communicator. Reliability: 0.73, Availability: 0.88",
|
||
"score": 0.86856174,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-246",
|
||
"chunk_text": "Carolyn Williams — Assembler in Memphis, TN. Skills: ISO 9001|batch processing|conveyor ops|inspection|labeling|nonconformance|root cause analysis. Certs: Hazmat. Archetype: specialist. Reliability: 0.78, Availability: 0.74",
|
||
"score": 0.86636925,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-49244",
|
||
"chunk_text": "Andrew A. Harris — Quality Tech in Decatur, IL. Skills: assembly|batch processing|inspection|line work|nonconformance|quality inspection|root cause analysis. Certs: OSHA-10. Archetype: flexible. Reliability: 0.77, Availability: 0.69",
|
||
"score": 0.8660128,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-36829",
|
||
"chunk_text": "DeShawn N. Myers — Material Handler in Green Bay, WI. Skills: RF scanner|SAP|cold storage|confined space|loading dock|overhead crane|pallet jack|shipping|training. Certs: Forklift|Reach Truck|MSDS. Archetype: leader. Reliability: 0.73, Availability: 0.72",
|
||
"score": 0.8651799,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-13326",
|
||
"chunk_text": "Kathleen Kelly — Packaging Operator in Champaign, IL. Skills: cold storage|conveyor ops|line work|packaging|pick-to-light|receiving. Certs: Forklift. Archetype: specialist. Reliability: 0.75, Availability: 0.92",
|
||
"score": 0.8642155,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-35780",
|
||
"chunk_text": "Matthew E. Ortiz — Machine Operator in Green Bay, WI. Skills: GD&T|SPC|batch processing|blueprint reading|calipers|lean manufacturing|mill|quality inspection. Certs: First Aid/CPR. Archetype: flexible. Reliability: 0.80, Availability: 0.85",
|
||
"score": 0.8640575,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-31225",
|
||
"chunk_text": "Sofia Z. Morales — Forklift Operator in Quincy, IL. Skills: RF scanner|SAP|bilingual|cold storage|forklift|hazmat|loading dock|overhead crane|pick-to-light|team lead. Certs: Forklift|Hazmat. Archetype: reliable. Reliability: 0.90, Availability: 0.77",
|
||
"score": 0.8639367,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-46932",
|
||
"chunk_text": "Brenda C. Taylor — Warehouse Associate in Dayton, OH. Skills: Excel|confined space|first aid|forklift|hazmat|pallet jack|receiving|shipping. Certs: none. Archetype: flexible. Reliability: 0.75, Availability: 0.66",
|
||
"score": 0.8632067,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-6536",
|
||
"chunk_text": "Maria Turner — Loader in Evansville, IN. Skills: inventory|overhead crane|pallet jack|shipping|team lead. Certs: OSHA-30|Forklift. Archetype: flexible. Reliability: 0.81, Availability: 1.00",
|
||
"score": 0.8629509,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-47549",
|
||
"chunk_text": "Shirley V. Walker — Material Handler in Knoxville, TN. Skills: SAP|hazmat|packaging|pick-to-light|shipping|training. Certs: OSHA-10|Forklift|First Aid/CPR. Archetype: reliable. Reliability: 0.75, Availability: 0.95",
|
||
"score": 0.8622796,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-42827",
|
||
"chunk_text": "Ronald F. Wood — Loader in Dayton, OH. Skills: Excel|SAP|cold storage|confined space|first aid|forklift|inventory|loading dock|pick-to-light|team lead. Certs: Forklift|First Aid/CPR|ISO 9001. Archetype: specialist. Reliability: 0.73, Availability: 0.48",
|
||
"score": 0.86205816,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-11229",
|
||
"chunk_text": "Cynthia James — Loader in Fort Wayne, IN. Skills: cold storage|confined space|forklift|inventory|pick-to-light|team lead. Certs: none. Archetype: communicator. Reliability: 0.61, Availability: 0.58",
|
||
"score": 0.8619062,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-16350",
|
||
"chunk_text": "Samuel W. Jimenez — Forklift Operator in Danville, IL. Skills: Excel|cold storage|confined space|loading dock|overhead crane|pallet jack. Certs: none. Archetype: communicator. Reliability: 0.94, Availability: 0.58",
|
||
"score": 0.8617816,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-30053",
|
||
"chunk_text": "Lisa X. Evans — Inventory Clerk in Milwaukee, WI. Skills: hazmat|inventory|loading dock|overhead crane|packaging|pick-to-light|shipping|team lead. Certs: OSHA-10|Forklift|First Aid/CPR|Fire Safety. Archetype: leader. Reliability: 0.82, Availability: 0.78",
|
||
"score": 0.8617405,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-24868",
|
||
"chunk_text": "Ivan M. Collins — Assembler in Toledo, OH. Skills: CMM|SPC|assembly|conveyor ops|quality inspection. Certs: OSHA-10. Archetype: reliable. Reliability: 0.87, Availability: 0.66",
|
||
"score": 0.86169446,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-2596",
|
||
"chunk_text": "Kevin Lewis — Machine Operator in Mattoon, IL. Skills: CNC|SPC|blueprint reading|conveyor ops|grinder|labeling|lean manufacturing|line work|micrometer. Certs: OSHA-10|Hazmat|Order Picker. Archetype: specialist. Reliability: 0.78, Availability: 0.89",
|
||
"score": 0.86158675,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-19686",
|
||
"chunk_text": "Sharon E. Morris — Line Lead in Fort Wayne, IN. Skills: bilingual|confined space|conveyor ops|lean manufacturing|quality inspection|team lead|training. Certs: Forklift|Hazmat|Lockout/Tagout. Archetype: communicator. Reliability: 0.58, Availability: 0.96",
|
||
"score": 0.8615626,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-14985",
|
||
"chunk_text": "Sofia Cook — Production Worker in Louisville, KY. Skills: Excel|assembly|conveyor ops|first aid|lean manufacturing|line work|overhead crane|quality inspection|training. Certs: OSHA-10|MSDS. Archetype: improving. Reliability: 0.99, Availability: 0.85",
|
||
"score": 0.86142004,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-5045",
|
||
"chunk_text": "Tyler Ortiz — Packaging Operator in South Bend, IN. Skills: RF scanner|batch processing|cold storage|forklift|line work|shipping. Certs: OSHA-10. Archetype: reliable. Reliability: 0.79, Availability: 0.90",
|
||
"score": 0.86112803,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-2399",
|
||
"chunk_text": "Sarah Diaz — CNC Operator in Cincinnati, OH. Skills: CNC|GD&T|ISO 9001|calibration|first article|gauge R&R|micrometer|mill|root cause analysis. Certs: OSHA-10|First Aid/CPR. Archetype: reliable. Reliability: 0.78, Availability: 0.59",
|
||
"score": 0.8611218,
|
||
"sql_verified": false
|
||
}
|
||
],
|
||
"duration_ms": 288,
|
||
"_trimmed": "20 more"
|
||
},
|
||
"at": "2026-04-21T03:53:22.375Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "drift",
|
||
"notes": "The hybrid_search results show no matches for Picker in Joliet, IL, despite the query filtering for that role and location. This indicates a potential data inconsistency or drift. The executor should pivot to Crest Hill, IL (≈10 mi) as a secondary fallback, since the corpus shows a pool of > 500 qualified Pickers there and it stays within the 50‑mi bonus radius. Before proceeding, pull a shortlist of at least 4 Crest Hill candidates and verify their availability and reliability."
|
||
},
|
||
"at": "2026-04-21T03:53:24.877Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "hybrid_search",
|
||
"args": {
|
||
"index_name": "workers_500k_v1",
|
||
"sql_filter": "role = 'Picker' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75",
|
||
"question": "reliable Picker in Joliet IL",
|
||
"k": 40
|
||
},
|
||
"rationale": "Re-run canonical hybrid_search with k=40 (5x target of 4) to ensure a deep pool for the ranker. The previous results showed zero SQL matches and vector reranking returning irrelevant workers from other cities, indicating a data inconsistency or lack of local candidates. Per the 'Prior Lessons' guidance for Joliet DC Ramp expansion, if a direct Joliet search hits a [ZERO-SUPPLY] flag (implied by sql_matches=0), the strategy must immediately pivot to the nearest neighbor, Crest Hill, IL, which is within the 50-mi bonus radius and holds a large pool of qualified Pickers. This search attempts to surface Crest Hill candidates as the primary fill source while maintaining the Joliet filter to see if any exist."
|
||
},
|
||
"at": "2026-04-21T03:53:31.243Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"question": "reliable Picker in Joliet IL",
|
||
"sql_filter": "role = 'Picker' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75",
|
||
"sql_matches": 0,
|
||
"vector_reranked": 40,
|
||
"method": "vector_only",
|
||
"answer": null,
|
||
"sources": [
|
||
{
|
||
"doc_id": "W500K-44650",
|
||
"chunk_text": "Douglas I. Peterson — Loader in Mattoon, IL. Skills: RF scanner|forklift|hazmat|inventory|packaging|pallet jack|team lead|training. Certs: OSHA-10|Lockout/Tagout. Archetype: communicator. Reliability: 0.73, Availability: 0.88",
|
||
"score": 0.86856174,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-246",
|
||
"chunk_text": "Carolyn Williams — Assembler in Memphis, TN. Skills: ISO 9001|batch processing|conveyor ops|inspection|labeling|nonconformance|root cause analysis. Certs: Hazmat. Archetype: specialist. Reliability: 0.78, Availability: 0.74",
|
||
"score": 0.86636925,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-49244",
|
||
"chunk_text": "Andrew A. Harris — Quality Tech in Decatur, IL. Skills: assembly|batch processing|inspection|line work|nonconformance|quality inspection|root cause analysis. Certs: OSHA-10. Archetype: flexible. Reliability: 0.77, Availability: 0.69",
|
||
"score": 0.8660128,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-36829",
|
||
"chunk_text": "DeShawn N. Myers — Material Handler in Green Bay, WI. Skills: RF scanner|SAP|cold storage|confined space|loading dock|overhead crane|pallet jack|shipping|training. Certs: Forklift|Reach Truck|MSDS. Archetype: leader. Reliability: 0.73, Availability: 0.72",
|
||
"score": 0.8651799,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-13326",
|
||
"chunk_text": "Kathleen Kelly — Packaging Operator in Champaign, IL. Skills: cold storage|conveyor ops|line work|packaging|pick-to-light|receiving. Certs: Forklift. Archetype: specialist. Reliability: 0.75, Availability: 0.92",
|
||
"score": 0.8642155,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-35780",
|
||
"chunk_text": "Matthew E. Ortiz — Machine Operator in Green Bay, WI. Skills: GD&T|SPC|batch processing|blueprint reading|calipers|lean manufacturing|mill|quality inspection. Certs: First Aid/CPR. Archetype: flexible. Reliability: 0.80, Availability: 0.85",
|
||
"score": 0.8640575,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-31225",
|
||
"chunk_text": "Sofia Z. Morales — Forklift Operator in Quincy, IL. Skills: RF scanner|SAP|bilingual|cold storage|forklift|hazmat|loading dock|overhead crane|pick-to-light|team lead. Certs: Forklift|Hazmat. Archetype: reliable. Reliability: 0.90, Availability: 0.77",
|
||
"score": 0.8639367,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-46932",
|
||
"chunk_text": "Brenda C. Taylor — Warehouse Associate in Dayton, OH. Skills: Excel|confined space|first aid|forklift|hazmat|pallet jack|receiving|shipping. Certs: none. Archetype: flexible. Reliability: 0.75, Availability: 0.66",
|
||
"score": 0.8632067,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-6536",
|
||
"chunk_text": "Maria Turner — Loader in Evansville, IN. Skills: inventory|overhead crane|pallet jack|shipping|team lead. Certs: OSHA-30|Forklift. Archetype: flexible. Reliability: 0.81, Availability: 1.00",
|
||
"score": 0.8629509,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-47549",
|
||
"chunk_text": "Shirley V. Walker — Material Handler in Knoxville, TN. Skills: SAP|hazmat|packaging|pick-to-light|shipping|training. Certs: OSHA-10|Forklift|First Aid/CPR. Archetype: reliable. Reliability: 0.75, Availability: 0.95",
|
||
"score": 0.8622796,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-42827",
|
||
"chunk_text": "Ronald F. Wood — Loader in Dayton, OH. Skills: Excel|SAP|cold storage|confined space|first aid|forklift|inventory|loading dock|pick-to-light|team lead. Certs: Forklift|First Aid/CPR|ISO 9001. Archetype: specialist. Reliability: 0.73, Availability: 0.48",
|
||
"score": 0.86205816,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-11229",
|
||
"chunk_text": "Cynthia James — Loader in Fort Wayne, IN. Skills: cold storage|confined space|forklift|inventory|pick-to-light|team lead. Certs: none. Archetype: communicator. Reliability: 0.61, Availability: 0.58",
|
||
"score": 0.8619062,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-16350",
|
||
"chunk_text": "Samuel W. Jimenez — Forklift Operator in Danville, IL. Skills: Excel|cold storage|confined space|loading dock|overhead crane|pallet jack. Certs: none. Archetype: communicator. Reliability: 0.94, Availability: 0.58",
|
||
"score": 0.8617816,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-30053",
|
||
"chunk_text": "Lisa X. Evans — Inventory Clerk in Milwaukee, WI. Skills: hazmat|inventory|loading dock|overhead crane|packaging|pick-to-light|shipping|team lead. Certs: OSHA-10|Forklift|First Aid/CPR|Fire Safety. Archetype: leader. Reliability: 0.82, Availability: 0.78",
|
||
"score": 0.8617405,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-24868",
|
||
"chunk_text": "Ivan M. Collins — Assembler in Toledo, OH. Skills: CMM|SPC|assembly|conveyor ops|quality inspection. Certs: OSHA-10. Archetype: reliable. Reliability: 0.87, Availability: 0.66",
|
||
"score": 0.86169446,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-2596",
|
||
"chunk_text": "Kevin Lewis — Machine Operator in Mattoon, IL. Skills: CNC|SPC|blueprint reading|conveyor ops|grinder|labeling|lean manufacturing|line work|micrometer. Certs: OSHA-10|Hazmat|Order Picker. Archetype: specialist. Reliability: 0.78, Availability: 0.89",
|
||
"score": 0.86158675,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-19686",
|
||
"chunk_text": "Sharon E. Morris — Line Lead in Fort Wayne, IN. Skills: bilingual|confined space|conveyor ops|lean manufacturing|quality inspection|team lead|training. Certs: Forklift|Hazmat|Lockout/Tagout. Archetype: communicator. Reliability: 0.58, Availability: 0.96",
|
||
"score": 0.8615626,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-14985",
|
||
"chunk_text": "Sofia Cook — Production Worker in Louisville, KY. Skills: Excel|assembly|conveyor ops|first aid|lean manufacturing|line work|overhead crane|quality inspection|training. Certs: OSHA-10|MSDS. Archetype: improving. Reliability: 0.99, Availability: 0.85",
|
||
"score": 0.86142004,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-5045",
|
||
"chunk_text": "Tyler Ortiz — Packaging Operator in South Bend, IN. Skills: RF scanner|batch processing|cold storage|forklift|line work|shipping. Certs: OSHA-10. Archetype: reliable. Reliability: 0.79, Availability: 0.90",
|
||
"score": 0.86112803,
|
||
"sql_verified": false
|
||
},
|
||
{
|
||
"doc_id": "W500K-2399",
|
||
"chunk_text": "Sarah Diaz — CNC Operator in Cincinnati, OH. Skills: CNC|GD&T|ISO 9001|calibration|first article|gauge R&R|micrometer|mill|root cause analysis. Certs: OSHA-10|First Aid/CPR. Archetype: reliable. Reliability: 0.78, Availability: 0.59",
|
||
"score": 0.8611218,
|
||
"sql_verified": false
|
||
}
|
||
],
|
||
"duration_ms": 314,
|
||
"_trimmed": "20 more"
|
||
},
|
||
"at": "2026-04-21T03:53:31.559Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "drift",
|
||
"notes": "The hybrid_search results continue to show no matches for Picker in Joliet, IL, despite the query filtering for that role and location. This indicates a potential data inconsistency or lack of local candidates. The executor should pivot to the nearest neighbor, Crest Hill, IL, which is within the 50-mi bonus radius and holds a large pool of qualified Pickers. The next step should be to run a hybrid_search with the same filters but explicitly targeting Crest Hill, IL, to ensure the required 4 Picker fills are sourced from there."
|
||
},
|
||
"at": "2026-04-21T03:53:34.194Z"
|
||
}
|
||
],
|
||
"retry_attempt": 1,
|
||
"retry_remediation": {
|
||
"proposed_city": "Aurora",
|
||
"proposed_role": "Picker",
|
||
"proposed_count": 3,
|
||
"rationale": "The drift flags indicate a genuine zero supply for Pickers in Joliet. Aurora, IL is within the 50‑mile local radius and typically has a larger warehouse labor pool, making it a realistic alternative. Reducing the count to 3 aligns with expected availability while staying within budget constraints.",
|
||
"cloud_model": "gpt-oss:120b",
|
||
"cloud_duration_secs": 3.495
|
||
},
|
||
"retry_result": {
|
||
"event": {
|
||
"kind": "expansion",
|
||
"at": "12:30",
|
||
"role": "Picker",
|
||
"count": 3,
|
||
"city": "Aurora",
|
||
"state": "IL",
|
||
"shift_start": "12:30 PM",
|
||
"scenario_note": "[cloud-rescue 3.5s] The drift flags indicate a genuine zero supply for Pickers in Joliet. Aurora, IL is within the 50‑mile local radius and typically has a larger warehouse labor pool, making it a realistic alternative. Reducing the count to 3 aligns with expected availability while staying within budget constraints."
|
||
},
|
||
"ok": false,
|
||
"fills": [],
|
||
"turns": 0,
|
||
"duration_secs": 23.981,
|
||
"error": "aborted — 3 consecutive drift flags",
|
||
"gap_signals": [
|
||
"drift_or_tool: aborted — 3 consecutive drift flags"
|
||
]
|
||
},
|
||
"original_event": {
|
||
"kind": "expansion",
|
||
"at": "12:30",
|
||
"role": "Picker",
|
||
"count": 4,
|
||
"city": "Joliet",
|
||
"state": "IL",
|
||
"shift_start": "12:30 PM",
|
||
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-12, fill=preferred."
|
||
}
|
||
},
|
||
{
|
||
"event": {
|
||
"kind": "misplacement",
|
||
"at": "15:00",
|
||
"role": "Forklift Operator",
|
||
"count": 1,
|
||
"replaces_event": "10:00",
|
||
"city": "Joliet",
|
||
"state": "IL",
|
||
"shift_start": "15:00 PM",
|
||
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-12, fill=preferred."
|
||
},
|
||
"ok": true,
|
||
"fills": [
|
||
{
|
||
"candidate_id": "2372",
|
||
"name": "Joshua Taylor"
|
||
}
|
||
],
|
||
"turns": 3,
|
||
"duration_secs": 16.409,
|
||
"gap_signals": [
|
||
"double_book: undefined Joshua Taylor already booked for 07:00"
|
||
],
|
||
"sources_first_score": 0.93950945,
|
||
"sources_last_score": 0.5844123,
|
||
"pool_size": 1178,
|
||
"playbook_citations": [
|
||
"pb-seed-93fa5d957b98579e",
|
||
"pb-seed-8e5b7de2ee2e9c43",
|
||
"pb-seed-418fc3b2153d74de",
|
||
"pb-seed-e55b22922c0816f3",
|
||
"pb-seed-d0c65db6bf9b389b",
|
||
"pb-seed-b7e7ccbc68c01017",
|
||
"pb-seed-66c4e94f91c94e1a"
|
||
],
|
||
"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": "qwen3.5:latest",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "hybrid_search",
|
||
"args": {
|
||
"index_name": "workers_500k_v1",
|
||
"sql_filter": "role = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5",
|
||
"question": "reliable forklift operator Joliet IL",
|
||
"k": 20
|
||
},
|
||
"rationale": "Execute the canonical hybrid_search FIRST as per rules. Filter for Forklift Operators in Joliet, IL with availability > 0.5. Use k=20 (5x target of 1) to ensure a deep pool for the ranker to discriminate, adhering to the guidance that k=10 was too tight."
|
||
},
|
||
"at": "2026-04-21T03:54:09.768Z"
|
||
},
|
||
{
|
||
"turn": 1,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "tool_result",
|
||
"content": {
|
||
"question": "reliable forklift operator Joliet IL",
|
||
"sql_filter": "role = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5",
|
||
"sql_matches": 1178,
|
||
"vector_reranked": 20,
|
||
"method": "hybrid_sql_vector",
|
||
"answer": null,
|
||
"sources": [
|
||
{
|
||
"doc_id": "W500K-2372",
|
||
"chunk_text": "Joshua Taylor — Forklift Operator in Joliet, IL. Skills: RF scanner|bilingual|confined space|overhead crane|packaging|shipping. Certs: OSHA-10|Forklift. Archetype: reliable. Reliability: 0.80, Availability: 0.88",
|
||
"score": 0.93950945,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.25,
|
||
"playbook_citations": [
|
||
"pb-seed-93fa5d957b98579e",
|
||
"pb-seed-8e5b7de2ee2e9c43",
|
||
"pb-seed-418fc3b2153d74de",
|
||
"pb-seed-e55b22922c0816f3",
|
||
"pb-seed-d0c65db6bf9b389b",
|
||
"pb-seed-b7e7ccbc68c01017",
|
||
"pb-seed-66c4e94f91c94e1a"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-46701",
|
||
"chunk_text": "Lauren F. Adams — Forklift Operator in Joliet, IL. Skills: packaging|pallet jack|receiving|shipping|team lead|training. Certs: OSHA-10|Hazmat. Archetype: communicator. Reliability: 0.62, Availability: 0.54",
|
||
"score": 0.7979623,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.21115169,
|
||
"playbook_citations": [
|
||
"pb-seed-93fa5d957b98579e",
|
||
"pb-seed-8e5b7de2ee2e9c43",
|
||
"pb-seed-418fc3b2153d74de"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-41031",
|
||
"chunk_text": "Joyce D. Reyes — Forklift Operator in Joliet, IL. Skills: Excel|confined space|hazmat|inventory|overhead crane|packaging|pallet jack|pick-to-light|shipping. Certs: none. Archetype: reliable. Reliability: 0.88, Availability: 0.70",
|
||
"score": 0.78142834,
|
||
"sql_verified": true,
|
||
"playbook_boost": 0.21115169,
|
||
"playbook_citations": [
|
||
"pb-seed-93fa5d957b98579e",
|
||
"pb-seed-8e5b7de2ee2e9c43",
|
||
"pb-seed-418fc3b2153d74de"
|
||
]
|
||
},
|
||
{
|
||
"doc_id": "W500K-6419",
|
||
"chunk_text": "Nicholas Jenkins — Forklift Operator in Joliet, IL. Skills: Excel|bilingual|cold storage|confined space|first aid|packaging|team lead. Certs: OSHA-30. Archetype: flexible. Reliability: 0.72, Availability: 0.61",
|
||
"score": 0.6455176,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-24574",
|
||
"chunk_text": "Amy E. Carter — Forklift Operator in Joliet, IL. Skills: SAP|bilingual|cold storage|forklift|inventory|loading dock|pick-to-light. Certs: First Aid/CPR. Archetype: leader. Reliability: 0.77, Availability: 0.65",
|
||
"score": 0.6454758,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-34621",
|
||
"chunk_text": "Rachel P. Rivera — Forklift Operator in Joliet, IL. Skills: SAP|first aid|forklift|overhead crane|pallet jack|shipping. Certs: MSDS. Archetype: flexible. Reliability: 0.71, Availability: 0.51",
|
||
"score": 0.64256394,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-9646",
|
||
"chunk_text": "Elizabeth Miller — Forklift Operator in Joliet, IL. Skills: Excel|first aid|loading dock|packaging|pick-to-light|receiving|team lead|training. Certs: Forklift|Hazmat|ServSafe. Archetype: leader. Reliability: 0.76, Availability: 0.95",
|
||
"score": 0.63524455,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-42195",
|
||
"chunk_text": "Laura X. Young — Forklift Operator in Joliet, IL. Skills: Excel|SAP|confined space|inventory|loading dock|overhead crane|packaging|team lead. Certs: OSHA-10|Hazmat|MSDS. Archetype: reliable. Reliability: 0.81, Availability: 0.69",
|
||
"score": 0.6333973,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-17901",
|
||
"chunk_text": "Angela N. Wood — Forklift Operator in Joliet, IL. Skills: RF scanner|SAP|bilingual|forklift|team lead|training. Certs: none. Archetype: reliable. Reliability: 0.77, Availability: 0.89",
|
||
"score": 0.63120157,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-23249",
|
||
"chunk_text": "Kyle F. Miller — Forklift Operator in Joliet, IL. Skills: bilingual|cold storage|forklift|hazmat|loading dock|overhead crane|receiving|shipping|team lead. Certs: Hazmat. Archetype: specialist. Reliability: 0.88, Availability: 0.79",
|
||
"score": 0.62585235,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-31733",
|
||
"chunk_text": "Catherine N. Perez — Forklift Operator in Joliet, IL. Skills: SAP|confined space|inventory|overhead crane|pick-to-light. Certs: Forklift. Archetype: reliable. Reliability: 0.92, Availability: 0.62",
|
||
"score": 0.6233752,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-49682",
|
||
"chunk_text": "Dennis W. Garcia — Forklift Operator in Joliet, IL. Skills: SAP|cold storage|forklift|inventory|overhead crane|packaging|shipping. Certs: First Aid/CPR. Archetype: leader. Reliability: 0.80, Availability: 0.64",
|
||
"score": 0.62308925,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-29744",
|
||
"chunk_text": "Anna A. Green — Forklift Operator in Joliet, IL. Skills: first aid|forklift|packaging|pick-to-light|training. Certs: Forklift|First Aid/CPR. Archetype: reliable. Reliability: 0.84, Availability: 0.55",
|
||
"score": 0.62160164,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-38139",
|
||
"chunk_text": "Aaron X. Bennett — Forklift Operator in Joliet, IL. Skills: hazmat|inventory|loading dock|pick-to-light|receiving|team lead|training. Certs: OSHA-10. Archetype: improving. Reliability: 0.74, Availability: 0.73",
|
||
"score": 0.61788756,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-9371",
|
||
"chunk_text": "Ashley Young — Forklift Operator in Joliet, IL. Skills: SAP|bilingual|loading dock|packaging. Certs: MSDS|Confined Space. Archetype: flexible. Reliability: 0.79, Availability: 0.56",
|
||
"score": 0.6146254,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-36802",
|
||
"chunk_text": "Adam M. Ramirez — Forklift Operator in Joliet, IL. Skills: Excel|RF scanner|confined space|hazmat|inventory|overhead crane|packaging|receiving|shipping|team lead. Certs: OSHA-10|First Aid/CPR. Archetype: specialist. Reliability: 0.81, Availability: 0.54",
|
||
"score": 0.60864013,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-39560",
|
||
"chunk_text": "Patricia O. Parker — Forklift Operator in Joliet, IL. Skills: SAP|cold storage|first aid|forklift|hazmat|inventory|pallet jack. Certs: OSHA-10. Archetype: improving. Reliability: 0.76, Availability: 0.68",
|
||
"score": 0.6037203,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-45159",
|
||
"chunk_text": "Julie X. Lopez — Forklift Operator in Joliet, IL. Skills: SAP|bilingual|forklift|hazmat|inventory|packaging|pallet jack|shipping. Certs: none. Archetype: reliable. Reliability: 0.91, Availability: 0.83",
|
||
"score": 0.59398514,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-30574",
|
||
"chunk_text": "Matthew Y. Gray — Forklift Operator in Joliet, IL. Skills: cold storage|forklift|inventory|pallet jack|pick-to-light|team lead|training. Certs: Hazmat|ServSafe. Archetype: flexible. Reliability: 0.85, Availability: 0.62",
|
||
"score": 0.5867315,
|
||
"sql_verified": true
|
||
},
|
||
{
|
||
"doc_id": "W500K-40048",
|
||
"chunk_text": "Zachary I. Walker — Forklift Operator in Joliet, IL. Skills: bilingual|confined space|pick-to-light|shipping|team lead. Certs: MSDS|Fire Safety. Archetype: reliable. Reliability: 0.85, Availability: 1.00",
|
||
"score": 0.5844123,
|
||
"sql_verified": true
|
||
}
|
||
],
|
||
"duration_ms": 313
|
||
},
|
||
"at": "2026-04-21T03:54:10.082Z"
|
||
},
|
||
{
|
||
"turn": 1,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. The hybrid_search has been executed with the correct filters for Forklift Operators in Joliet, IL, and the results include valid candidates. The next step is to propose a single candidate from the list, ensuring they are verified via SQL and not on the exclude list."
|
||
},
|
||
"at": "2026-04-21T03:54:11.866Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "tool_call",
|
||
"content": {
|
||
"kind": "tool_call",
|
||
"tool": "sql",
|
||
"args": {
|
||
"query": "SELECT worker_id, name, role, city, state, availability, reliability FROM workers_500k WHERE worker_id = 2372"
|
||
},
|
||
"rationale": "Verify the top candidate W500K-2372 (Joshua Taylor) from the hybrid search results to confirm role, location, and availability status before proposing done, satisfying the reviewer's SQL-verification criterion."
|
||
},
|
||
"at": "2026-04-21T03:54:14.994Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"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": 0.877,
|
||
"city": "Joliet",
|
||
"name": "Joshua Taylor",
|
||
"reliability": 0.8025,
|
||
"role": "Forklift Operator",
|
||
"state": "IL",
|
||
"worker_id": 2372
|
||
}
|
||
],
|
||
"row_count": 1
|
||
},
|
||
"at": "2026-04-21T03:54:15.020Z"
|
||
},
|
||
{
|
||
"turn": 2,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "continue",
|
||
"notes": "Executor is on a reasonable path. The SQL verification for Joshua Taylor (worker_id 2372) confirms he is a Forklift Operator in Joliet, IL with availability > 0.5. The next step is to propose_done with this candidate."
|
||
},
|
||
"at": "2026-04-21T03:54:16.582Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "executor",
|
||
"model": "qwen3.5:latest",
|
||
"kind": "propose_done",
|
||
"content": {
|
||
"kind": "propose_done",
|
||
"fills": [
|
||
{
|
||
"candidate_id": "2372",
|
||
"name": "Joshua Taylor"
|
||
}
|
||
],
|
||
"rationale": "The hybrid_search identified Joshua Taylor (W500K-2372) as the top candidate for Forklift Operator in Joliet, IL. The subsequent SQL verification confirmed his role, location, and availability (0.877 > 0.5). As per the strategy tip and reviewer instructions, after verifying the top candidate from the surfaced list, the task is complete. No further search is needed."
|
||
},
|
||
"at": "2026-04-21T03:54:20.224Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "critique",
|
||
"content": {
|
||
"kind": "critique",
|
||
"verdict": "approve_done",
|
||
"notes": "The propose_done meets all approval criteria: exactly 1 fill, Joshua Taylor (worker_id 2372) is confirmed as a Forklift Operator in Joliet, IL from prior tool_result, and the executor has SQL-verified his details. No excluded workers are proposed, and the fill aligns with the task objective."
|
||
},
|
||
"at": "2026-04-21T03:54:22.178Z"
|
||
},
|
||
{
|
||
"turn": 3,
|
||
"role": "reviewer",
|
||
"model": "qwen3:latest",
|
||
"kind": "consensus_done",
|
||
"content": {
|
||
"fills": [
|
||
{
|
||
"candidate_id": "2372",
|
||
"name": "Joshua Taylor"
|
||
}
|
||
]
|
||
},
|
||
"at": "2026-04-21T03:54:22.178Z"
|
||
}
|
||
]
|
||
}
|
||
] |