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lakehouse/tests/multi-agent/playbooks/scenario-2026-04-21T04-07-07/results.json
root 41b0a99ed2 chore: add real content that was sitting untracked 
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>
2026-05-02 22:22:10 -05:00

630 lines
31 KiB
JSON
Raw Blame History

[
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"city": "Joliet",
"state": "IL",
"shift_start": "07:00 AM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-12, fill=preferred."
},
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"error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Warehouse Associate' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Warehouse Associate Joliet, IL\",\"k\":40},\"rationale\":\"Initiate the search for Warehouse",
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"at": "2026-04-21T04:07:14.878Z"
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"count": 4,
"city": "Joliet",
"state": "IL",
"shift_start": "12:30 PM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-12, fill=preferred."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 12.472,
"error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"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\":\"4 Pickers in Joliet, IL\",\"k\":20},\"rationale\":\"Re-run the sea",
"gap_signals": [
"drift_or_tool: invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"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\":\"4 Pickers in Joliet, IL\",\"k\":20},\"rationale\":\"Re-run the sea"
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"rationale": "Initial search for qualified Pickers in Joliet, IL with high availability and reliability."
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"at": "2026-04-21T04:07:26.131Z"
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"sql_matches": 0,
"vector_reranked": 20,
"method": "vector_only",
"answer": null,
"sources": [
{
"doc_id": "W500K-21536",
"chunk_text": "Katherine I. King — Shipping Clerk in Kansas City, MO. Skills: Excel|RF scanner|bilingual|forklift|loading dock|packaging|training. Certs: Forklift|Reach Truck. Archetype: flexible. Reliability: 0.78, Availability: 0.88",
"score": 0.6678723,
"sql_verified": false
},
{
"doc_id": "W500K-34017",
"chunk_text": "Aaron J. Cruz — Maintenance Tech in Quincy, IL. Skills: Excel|PLC|SAP|hazmat|hydraulics|overhead crane. Certs: OSHA-10. Archetype: leader. Reliability: 0.71, Availability: 1.00",
"score": 0.66398835,
"sql_verified": false
},
{
"doc_id": "W500K-25879",
"chunk_text": "Eric J. Murphy — Material Handler in Springfield, MO. Skills: confined space|loading dock|overhead crane|pick-to-light|shipping|team lead|training. Certs: First Aid/CPR|ISO 9001. Archetype: reliable. Reliability: 0.75, Availability: 0.49",
"score": 0.657563,
"sql_verified": false
},
{
"doc_id": "W500K-31437",
"chunk_text": "Marcus D. Taylor — Maintenance Tech in Knoxville, TN. Skills: Excel|PLC|bilingual|electrical|hazmat|overhead crane|pneumatics|preventive maintenance. Certs: OSHA-30|ServSafe. Archetype: flexible. Reliability: 0.77, Availability: 0.81",
"score": 0.6575081,
"sql_verified": false
},
{
"doc_id": "W500K-15283",
"chunk_text": "Margaret V. Thomas — Assembler in Lexington, KY. Skills: CMM|SPC|conveyor ops|gauge R&R|inspection|lean manufacturing|nonconformance|quality inspection|root cause analysis. Certs: OSHA-10|OSHA-30|Hazmat|Lockout/Tagout. Archetype: communicator. Reliability: 0.75, Availability: 0.71",
"score": 0.65683407,
"sql_verified": false
},
{
"doc_id": "W500K-31718",
"chunk_text": "Cynthia Y. Adams — Forklift Operator in Nashville, TN. Skills: RF scanner|bilingual|confined space|first aid|forklift|inventory|loading dock|overhead crane|packaging|team lead. Certs: OSHA-10. Archetype: specialist. Reliability: 0.78, Availability: 0.76",
"score": 0.65660185,
"sql_verified": false
},
{
"doc_id": "W500K-26414",
"chunk_text": "Shirley Y. Roberts — Welder in Lansing, MI. Skills: CMMS|EDM|calipers|welding. Certs: First Aid/CPR|Reach Truck. Archetype: reliable. Reliability: 0.89, Availability: 0.42",
"score": 0.6558558,
"sql_verified": false
},
{
"doc_id": "W500K-36161",
"chunk_text": "Rachel V. Taylor — Assembler in Detroit, MI. Skills: 6S|batch processing|first article|labeling|line work|nonconformance|quality inspection. Certs: OSHA-30|Forklift. Archetype: flexible. Reliability: 0.63, Availability: 0.75",
"score": 0.65559876,
"sql_verified": false
},
{
"doc_id": "W500K-34494",
"chunk_text": "Kimberly S. James — Welder in Des Moines, IA. Skills: CMMS|EDM|GD&T|PLC|blueprint reading|calipers|mill|troubleshooting|welding. Certs: First Aid/CPR|Lockout/Tagout. Archetype: communicator. Reliability: 0.62, Availability: 0.62",
"score": 0.6553779,
"sql_verified": false
},
{
"doc_id": "W500K-33471",
"chunk_text": "Mary J. Jenkins — Shipping Clerk in Danville, IL. Skills: Excel|RF scanner|packaging|pick-to-light|receiving|shipping|team lead. Certs: OSHA-10|Forklift|ServSafe. Archetype: communicator. Reliability: 0.67, Availability: 0.75",
"score": 0.65532815,
"sql_verified": false
},
{
"doc_id": "W500K-3177",
"chunk_text": "Debra Brooks — Warehouse Associate in Lexington, KY. Skills: confined space|hazmat|inventory|loading dock|overhead crane|packaging|training. Certs: none. Archetype: improving. Reliability: 0.59, Availability: 0.62",
"score": 0.6551267,
"sql_verified": false
},
{
"doc_id": "W500K-11291",
"chunk_text": "Jeffrey Price — Production Worker in Cincinnati, OH. Skills: batch processing|confined space|conveyor ops|line work|overhead crane. Certs: Forklift|First Aid/CPR|Lockout/Tagout. Archetype: communicator. Reliability: 0.69, Availability: 0.59",
"score": 0.6547338,
"sql_verified": false
},
{
"doc_id": "W500K-750",
"chunk_text": "Christopher Scott — Material Handler in Akron, OH. Skills: RF scanner|SAP|first aid|overhead crane|receiving|shipping. Certs: Forklift|First Aid/CPR|Lockout/Tagout. Archetype: communicator. Reliability: 0.72, Availability: 0.74",
"score": 0.6546628,
"sql_verified": false
},
{
"doc_id": "W500K-17914",
"chunk_text": "Carol A. Jackson — Logistics Coordinator in Cleveland, OH. Skills: SAP|cold storage|confined space|first aid|loading dock|pick-to-light|team lead|training. Certs: OSHA-10|Forklift|First Aid/CPR|ServSafe|Fire Safety. Archetype: reliable. Reliability: 0.90, Availability: 0.94",
"score": 0.65423685,
"sql_verified": false
},
{
"doc_id": "W500K-34675",
"chunk_text": "Diane R. Ward — Assembler in Toledo, OH. Skills: assembly|batch processing|gauge R&R|inspection|nonconformance. Certs: OSHA-30|First Aid/CPR. Archetype: flexible. Reliability: 0.76, Availability: 0.80",
"score": 0.65415347,
"sql_verified": false
},
{
"doc_id": "W500K-24027",
"chunk_text": "Joseph D. Williams — Material Handler in Madison, WI. Skills: Excel|forklift|hazmat|loading dock|overhead crane|packaging|pallet jack. Certs: OSHA-30|Forklift. Archetype: reliable. Reliability: 0.83, Availability: 0.79",
"score": 0.654148,
"sql_verified": false
},
{
"doc_id": "W500K-40121",
"chunk_text": "Frank D. Ruiz — Packaging Operator in Cincinnati, OH. Skills: 6S|RF scanner|batch processing|conveyor ops|line work|loading dock|quality inspection. Certs: OSHA-10|First Aid/CPR. Archetype: reliable. Reliability: 0.88, Availability: 0.83",
"score": 0.65402013,
"sql_verified": false
},
{
"doc_id": "W500K-28270",
"chunk_text": "Olga I. Hughes — Warehouse Associate in Peoria, IL. Skills: confined space|inventory|loading dock|team lead|training. Certs: Forklift. Archetype: leader. Reliability: 0.78, Availability: 0.55",
"score": 0.6538595,
"sql_verified": false
},
{
"doc_id": "W500K-28759",
"chunk_text": "Fatima D. Scott — Material Handler in Evansville, IN. Skills: Excel|loading dock|overhead crane|packaging|pallet jack|team lead. Certs: OSHA-10|Reach Truck|MSDS. Archetype: flexible. Reliability: 0.74, Availability: 0.86",
"score": 0.6537685,
"sql_verified": false
},
{
"doc_id": "W500K-20898",
"chunk_text": "Linda U. Baker — Machine Operator in Green Bay, WI. Skills: CNC|EDM|batch processing|grinder|lean manufacturing|micrometer|mill. Certs: OSHA-10|Forklift|First Aid/CPR. Archetype: flexible. Reliability: 0.72, Availability: 0.59",
"score": 0.6537666,
"sql_verified": false
}
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"notes": "The proposed candidates do not match the role 'Picker' or are not located in Joliet, IL. Please re-run the search with the correct filters: role = 'Picker', city = 'Joliet', state = 'IL', and ensure at least 4 qualified Pickers are selected."
},
"at": "2026-04-21T04:07:28.075Z"
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"at": "2026-04-21T04:07:36.322Z"
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"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 Alex Rivera (trainee, 1mo). Contract deadline 2026-05-12, fill=preferred."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 9.793,
"error": "invalid JSON from executor: JSON Parse error: Expected '}' | 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\":\"Forklift Operator Joliet, IL\",\"k\":20},\"rationale\":\"Verify the top candidate from the pre",
"gap_signals": [
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{
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"sql_matches": 1178,
"vector_reranked": 20,
"method": "hybrid_sql_vector",
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{
"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": 0.8781787,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
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"pb-seed-418fc3b2153d74de",
"pb-seed-84ca656bbdae2386"
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},
{
"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": 0.8727068,
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"playbook_boost": 0.25,
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{
"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": 0.84628904,
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"pb-seed-d0c65db6bf9b389b",
"pb-seed-b7e7ccbc68c01017",
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"pb-seed-095fa18610102c3b",
"pb-seed-fa246fef31bbe831"
]
},
{
"doc_id": "W500K-6584",
"chunk_text": "Sarah Davis — Forklift Operator in Joliet, IL. Skills: Excel|SAP|forklift|overhead crane|shipping. Certs: OSHA-30|Forklift|First Aid/CPR. Archetype: communicator. Reliability: 0.62, Availability: 0.76",
"score": 0.6713917,
"sql_verified": true
},
{
"doc_id": "W500K-29597",
"chunk_text": "Miguel J. Stewart — Forklift Operator in Joliet, IL. Skills: RF scanner|hazmat|pick-to-light|training. Certs: none. Archetype: flexible. Reliability: 0.71, Availability: 0.59",
"score": 0.662718,
"sql_verified": true
},
{
"doc_id": "W500K-29178",
"chunk_text": "Justin G. Cruz — Forklift Operator in Joliet, IL. Skills: SAP|first aid|hazmat|inventory|overhead crane|pallet jack|shipping. Certs: OSHA-10. Archetype: reliable. Reliability: 0.87, Availability: 0.56",
"score": 0.6563932,
"sql_verified": true
},
{
"doc_id": "W500K-35231",
"chunk_text": "Heather B. Kim — Forklift Operator in Joliet, IL. Skills: bilingual|confined space|first aid|packaging|pallet jack|receiving|team lead|training. Certs: OSHA-30. Archetype: leader. Reliability: 0.68, Availability: 0.63",
"score": 0.6527455,
"sql_verified": true
},
{
"doc_id": "W500K-7379",
"chunk_text": "Gary Foster — Forklift Operator in Joliet, IL. Skills: SAP|cold storage|confined space|forklift|overhead crane|packaging|pick-to-light. Certs: ServSafe|MSDS. Archetype: communicator. Reliability: 0.66, Availability: 0.60",
"score": 0.6454631,
"sql_verified": true
},
{
"doc_id": "W500K-2779",
"chunk_text": "Carlos Carter — Forklift Operator in Joliet, IL. Skills: Excel|SAP|bilingual|hazmat|pick-to-light|shipping|training. Certs: Lockout/Tagout. Archetype: flexible. Reliability: 0.79, Availability: 0.74",
"score": 0.6434298,
"sql_verified": true
},
{
"doc_id": "W500K-22938",
"chunk_text": "Heather G. Anderson — Forklift Operator in Joliet, IL. Skills: Excel|RF scanner|SAP|cold storage|first aid|loading dock|pallet jack|pick-to-light|training. Certs: OSHA-10|Reach Truck|Lockout/Tagout. Archetype: flexible. Reliability: 0.74, Availability: 0.65",
"score": 0.6386531,
"sql_verified": true
},
{
"doc_id": "W500K-7347",
"chunk_text": "Kyle James — Forklift Operator in Joliet, IL. Skills: RF scanner|SAP|cold storage|packaging|shipping|team lead. Certs: Forklift|First Aid/CPR|Order Picker. Archetype: flexible. Reliability: 0.79, Availability: 0.82",
"score": 0.6384795,
"sql_verified": true
},
{
"doc_id": "W500K-24977",
"chunk_text": "Elizabeth R. Miller — Forklift Operator in Joliet, IL. Skills: Excel|SAP|forklift|pick-to-light|receiving|shipping. Certs: OSHA-10|First Aid/CPR|Reach Truck. Archetype: reliable. Reliability: 0.85, Availability: 0.63",
"score": 0.6374727,
"sql_verified": true
},
{
"doc_id": "W500K-19541",
"chunk_text": "Fatima P. Parker — Forklift Operator in Joliet, IL. Skills: RF scanner|SAP|first aid|pallet jack. Certs: Forklift. Archetype: reliable. Reliability: 0.94, Availability: 0.74",
"score": 0.63650167,
"sql_verified": true
},
{
"doc_id": "W500K-28632",
"chunk_text": "Virginia G. Peterson — Forklift Operator in Joliet, IL. Skills: first aid|hazmat|inventory|overhead crane|shipping. Certs: Hazmat|MSDS. Archetype: communicator. Reliability: 0.62, Availability: 0.66",
"score": 0.63509697,
"sql_verified": true
},
{
"doc_id": "W500K-39515",
"chunk_text": "Debra V. James — Forklift Operator in Joliet, IL. Skills: RF scanner|bilingual|confined space|first aid|inventory|loading dock|pallet jack|shipping|team lead. Certs: none. Archetype: communicator. Reliability: 0.78, Availability: 0.68",
"score": 0.6348436,
"sql_verified": true
},
{
"doc_id": "W500K-27415",
"chunk_text": "Kelly L. Clark — Forklift Operator in Joliet, IL. Skills: RF scanner|confined space|forklift|hazmat. Certs: none. Archetype: leader. Reliability: 0.74, Availability: 0.74",
"score": 0.63438696,
"sql_verified": true
},
{
"doc_id": "W500K-27009",
"chunk_text": "Patrick V. Brown — Forklift Operator in Joliet, IL. Skills: Excel|RF scanner|SAP|cold storage|first aid|hazmat|shipping|team lead. Certs: OSHA-10|First Aid/CPR. Archetype: reliable. Reliability: 0.79, Availability: 0.78",
"score": 0.6341755,
"sql_verified": true
},
{
"doc_id": "W500K-33527",
"chunk_text": "Frank N. Richardson — Forklift Operator in Joliet, IL. Skills: Excel|RF scanner|SAP|bilingual|inventory|shipping|training. Certs: OSHA-10|First Aid/CPR|Reach Truck|Lockout/Tagout. Archetype: flexible. Reliability: 0.71, Availability: 0.75",
"score": 0.6321599,
"sql_verified": true
},
{
"doc_id": "W500K-176",
"chunk_text": "Rosa Thompson — Forklift Operator in Joliet, IL. Skills: bilingual|confined space|forklift|inventory|training. Certs: Lockout/Tagout. Archetype: communicator. Reliability: 0.72, Availability: 0.58",
"score": 0.6300581,
"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": 0.6286367,
"sql_verified": true
}
],
"duration_ms": 294
},
"at": "2026-04-21T04:07:39.251Z"
},
{
"turn": 1,
"role": "reviewer",
"model": "qwen2.5:latest",
"kind": "critique",
"content": {
"kind": "critique",
"verdict": "continue",
"notes": "Continue with verification of at least one candidate from Joliet, IL who is a Forklift Operator."
},
"at": "2026-04-21T04:07:40.346Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen2.5:latest",
"kind": "note",
"content": {
"continuation": 1,
"combined_chars": 322
},
"at": "2026-04-21T04:07:42.691Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen2.5:latest",
"kind": "note",
"content": {
"continuation": 2,
"combined_chars": 644
},
"at": "2026-04-21T04:07:44.268Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen2.5:latest",
"kind": "note",
"content": {
"continuation": 3,
"combined_chars": 888
},
"at": "2026-04-21T04:07:45.451Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen2.5:latest",
"kind": "error",
"content": {
"message": "invalid JSON from executor: JSON Parse error: Expected '}' | 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\":\"Forklift Operator Joliet, IL\",\"k\":20},\"rationale\":\"Verify the top candidate from the pre",
"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\":\"Forklift Operator Joliet, IL\",\"k\":20},\"rationale\":\"Verify the top candidate from the pre"
},
"at": "2026-04-21T04:07:46.614Z"
}
]
}
]
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