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lakehouse/tests/multi-agent/playbooks/scenario-2026-04-21T04-04-02/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

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This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

[
{
"event": {
"kind": "baseline_fill",
"at": "07:00",
"role": "Welder",
"count": 4,
"city": "Nashville",
"state": "TN",
"shift_start": "07:00 AM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 11.236,
"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 = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Welder in Nashville, TN\",\"k\":40},\"rationale\":\"Verify the top candidates from the previous search",
"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 = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Welder in Nashville, TN\",\"k\":40},\"rationale\":\"Verify the top candidates from the previous search"
],
"diagnostic_log": [
{
"turn": 1,
"role": "executor",
"model": "qwen2.5:latest",
"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": "Welder in Nashville, TN",
"k": 40
},
"rationale": "Initial search for welders available in Nashville, TN with availability > 50%."
},
"at": "2026-04-21T04:04:05.058Z"
},
{
"turn": 1,
"role": "executor",
"model": "qwen2.5:latest",
"kind": "tool_result",
"content": {
"question": "Welder in Nashville, TN",
"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-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": 0.92251664,
"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"
]
},
{
"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": 0.86811703,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
"pb-seed-47f41d48c95d5844",
"pb-seed-23bc805bfed5d9bf",
"pb-seed-25958c37e0a66365",
"pb-seed-21d7b669d9e10928",
"pb-seed-43fd12b0c6d6e99b",
"pb-seed-d9fa24136c5d0d81",
"pb-seed-84f76afca8cc25af",
"pb-seed-ea63f55b7e0be916",
"pb-seed-c3c17447e580effc",
"pb-seed-4e5c2c2938331559"
]
},
{
"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": 0.8604701,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
"pb-seed-823cabc3a640e20c",
"pb-seed-bf764785c0475514",
"pb-seed-a5a55577f55922e4",
"pb-seed-6c503d85fcdd2048",
"pb-seed-21d7b669d9e10928",
"pb-seed-43fd12b0c6d6e99b",
"pb-seed-d9fa24136c5d0d81",
"pb-seed-84f76afca8cc25af",
"pb-seed-ea63f55b7e0be916",
"pb-seed-c3c17447e580effc",
"pb-seed-4e5c2c2938331559"
]
},
{
"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": 0.8550049,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
"pb-seed-47f41d48c95d5844",
"pb-seed-23bc805bfed5d9bf",
"pb-seed-25958c37e0a66365",
"pb-seed-823cabc3a640e20c",
"pb-seed-bf764785c0475514",
"pb-seed-a5a55577f55922e4",
"pb-seed-6c503d85fcdd2048",
"pb-seed-43fd12b0c6d6e99b",
"pb-seed-d9fa24136c5d0d81",
"pb-seed-84f76afca8cc25af",
"pb-seed-ea63f55b7e0be916",
"pb-seed-c3c17447e580effc",
"pb-seed-4e5c2c2938331559"
]
},
{
"doc_id": "W500K-48396",
"chunk_text": "Benjamin K. Evans — Welder in Nashville, TN. Skills: blueprint reading|hydraulics|micrometer|mill|pneumatics|preventive maintenance|troubleshooting. Certs: OSHA-10. Archetype: reliable. Reliability: 0.78, Availability: 0.98",
"score": 0.6972325,
"sql_verified": true
},
{
"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": 0.68118405,
"sql_verified": true,
"playbook_boost": 0.08155457,
"playbook_citations": [
"pb-seed-21d7b669d9e10928"
]
},
{
"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": 0.6679688,
"sql_verified": true
},
{
"doc_id": "W500K-49691",
"chunk_text": "Elizabeth F. Young — Welder in Nashville, TN. Skills: CMMS|calipers|electrical|pneumatics|press brake|troubleshooting|welding. Certs: OSHA-30|Reach Truck|Order Picker. Archetype: specialist. Reliability: 0.76, Availability: 0.60",
"score": 0.64444864,
"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": 0.64179957,
"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": 0.640768,
"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": 0.6405167,
"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": 0.6397066,
"sql_verified": true
},
{
"doc_id": "W500K-22180",
"chunk_text": "Deborah C. Phillips — Welder in Nashville, TN. Skills: EDM|PLC|blueprint reading|calipers|lockout/tagout|mill. Certs: OSHA-10|Reach Truck|Order Picker. Archetype: flexible. Reliability: 0.74, Availability: 0.68",
"score": 0.6367924,
"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": 0.6367365,
"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": 0.6349133,
"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": 0.63428926,
"sql_verified": true
},
{
"doc_id": "W500K-37262",
"chunk_text": "Wei E. Kim — Welder in Nashville, TN. Skills: CNC|blueprint reading|electrical|grinder|lockout/tagout|micrometer|mill|pneumatics|preventive maintenance. Certs: Hazmat|Order Picker. Archetype: improving. Reliability: 0.62, Availability: 0.66",
"score": 0.6334827,
"sql_verified": true
},
{
"doc_id": "W500K-30655",
"chunk_text": "Patrick B. Bailey — Welder in Nashville, TN. Skills: CMMS|PLC|blueprint reading|grinder|micrometer|mill|pneumatics|press brake|troubleshooting. Certs: OSHA-30|Forklift. Archetype: communicator. Reliability: 0.63, Availability: 0.79",
"score": 0.6321242,
"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": 0.63149476,
"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": 0.6248226,
"sql_verified": true
}
],
"duration_ms": 264,
"_trimmed": "16 more"
},
"at": "2026-04-21T04:04:05.324Z"
},
{
"turn": 1,
"role": "reviewer",
"model": "qwen2.5:latest",
"kind": "critique",
"content": {
"kind": "critique",
"verdict": "continue",
"notes": "Please select exactly 4 candidates from the provided list who are Welders in Nashville, TN with availability > 50%. Ensure to verify at least one of the selected candidates through SQL query."
},
"at": "2026-04-21T04:04:06.661Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen2.5:latest",
"kind": "note",
"content": {
"continuation": 1,
"combined_chars": 373
},
"at": "2026-04-21T04:04:09.140Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen2.5:latest",
"kind": "note",
"content": {
"continuation": 2,
"combined_chars": 746
},
"at": "2026-04-21T04:04:10.841Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen2.5:latest",
"kind": "note",
"content": {
"continuation": 3,
"combined_chars": 1119
},
"at": "2026-04-21T04:04:12.523Z"
},
{
"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 = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Welder in Nashville, TN\",\"k\":40},\"rationale\":\"Verify the top candidates from the previous search",
"raw": "{\"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\":\"Welder in Nashville, TN\",\"k\":40},\"rationale\":\"Verify the top candidates from the previous search"
},
"at": "2026-04-21T04:04:14.202Z"
}
]
},
{
"event": {
"kind": "expansion",
"at": "08:30",
"role": "Packaging Operator",
"count": 6,
"city": "Nashville",
"state": "TN",
"shift_start": "08:30 AM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 8.118,
"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 = '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 in Nashville, TN with high",
"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 = '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 in Nashville, TN with high"
],
"diagnostic_log": [
{
"turn": 1,
"role": "executor",
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"kind": "note",
"content": {
"continuation": 1,
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"at": "2026-04-21T04:04:17.077Z"
},
{
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"kind": "note",
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},
"at": "2026-04-21T04:04:18.997Z"
},
{
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"kind": "note",
"content": {
"continuation": 3,
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},
"at": "2026-04-21T04:04:20.908Z"
},
{
"turn": 1,
"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 = '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 in Nashville, TN with high",
"raw": "{\"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 in Nashville, TN with high"
},
"at": "2026-04-21T04:04:22.821Z"
}
]
},
{
"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 Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 6.438,
"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 = 'Shipping Clerk' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"shipping clerk Nashville, TN\",\"k\":40},\"rationale\":\"Begin searching for candidates who ma",
"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 = 'Shipping Clerk' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"shipping clerk Nashville, TN\",\"k\":40},\"rationale\":\"Begin searching for candidates who ma"
],
"diagnostic_log": [
{
"turn": 1,
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"kind": "note",
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},
"at": "2026-04-21T04:04:25.290Z"
},
{
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"kind": "note",
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},
"at": "2026-04-21T04:04:26.800Z"
},
{
"turn": 1,
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"kind": "note",
"content": {
"continuation": 3,
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},
"at": "2026-04-21T04:04:28.271Z"
},
{
"turn": 1,
"role": "executor",
"model": "qwen2.5: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 = 'Shipping Clerk' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"shipping clerk Nashville, TN\",\"k\":40},\"rationale\":\"Begin searching for candidates who ma",
"raw": "{\"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\":\"shipping clerk Nashville, TN\",\"k\":40},\"rationale\":\"Begin searching for candidates who ma"
},
"at": "2026-04-21T04:04:29.760Z"
}
]
},
{
"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 Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 10.673,
"error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"sql\",\"args\":{\"query\":\"SELECT worker_id, name FROM workers_500k WHERE role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.7 AND worker_id IN (16627, 17215)\"},\"rationale\":\"Verify the availability of the top two candidates before fina",
"gap_signals": [
"drift_or_tool: invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"sql\",\"args\":{\"query\":\"SELECT worker_id, name FROM workers_500k WHERE role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.7 AND worker_id IN (16627, 17215)\"},\"rationale\":\"Verify the availability of the top two candidates before fina"
],
"diagnostic_log": [
{
"turn": 1,
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"kind": "tool_call",
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"args": {
"index_name": "workers_500k_v1",
"sql_filter": "role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.7",
"question": "2 × Welder in Nashville, TN for emergency",
"k": 40
},
"rationale": "First step to identify suitable welders available in Nashville, TN with high availability for immediate deployment."
},
"at": "2026-04-21T04:04:32.412Z"
},
{
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"question": "2 × Welder in Nashville, TN for emergency",
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{
"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": 0.83412296,
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},
{
"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": 0.8271296,
"sql_verified": true,
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{
"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": 0.81559724,
"sql_verified": true,
"playbook_boost": 0.25,
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},
{
"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": 0.7860539,
"sql_verified": true,
"playbook_boost": 0.25,
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},
{
"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": 0.62884283,
"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": 0.5762468,
"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": 0.57621366,
"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": 0.5750719,
"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": 0.5739219,
"sql_verified": true
},
{
"doc_id": "W500K-40987",
"chunk_text": "Maria L. Scott — Welder in Nashville, TN. Skills: GD&T|blueprint reading|electrical|hydraulics|lathe|lockout/tagout|press brake|preventive maintenance. Certs: OSHA-10|Forklift|Hazmat. Archetype: communicator. Reliability: 0.92, Availability: 0.74",
"score": 0.5726654,
"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": 0.56973726,
"sql_verified": true
},
{
"doc_id": "W500K-32863",
"chunk_text": "Brian Z. Smith — Welder in Nashville, TN. Skills: GD&T|PLC|blueprint reading|electrical. Certs: Forklift. Archetype: communicator. Reliability: 0.79, Availability: 0.85",
"score": 0.5676875,
"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": 0.56390816,
"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": 0.5629503,
"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": 0.56083626,
"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": 0.55947757,
"sql_verified": true
},
{
"doc_id": "W500K-48396",
"chunk_text": "Benjamin K. Evans — Welder in Nashville, TN. Skills: blueprint reading|hydraulics|micrometer|mill|pneumatics|preventive maintenance|troubleshooting. Certs: OSHA-10. Archetype: reliable. Reliability: 0.78, Availability: 0.98",
"score": 0.5588599,
"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": 0.5547791,
"sql_verified": true
},
{
"doc_id": "W500K-33489",
"chunk_text": "Christina B. Parker — Welder in Nashville, TN. Skills: CNC|EDM|blueprint reading|grinder|hydraulics|pneumatics|press brake|preventive maintenance|troubleshooting. Certs: Hazmat. Archetype: leader. Reliability: 0.79, Availability: 0.96",
"score": 0.5498578,
"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": 0.5487809,
"sql_verified": true
}
],
"duration_ms": 292,
"_trimmed": "7 more"
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"at": "2026-04-21T04:04:32.705Z"
},
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"notes": "Propose_done should include exactly 2 welders from Nashville, TN with high availability. Verify at least one of them using sql(query) before final approval."
},
"at": "2026-04-21T04:04:33.955Z"
},
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"at": "2026-04-21T04:04:39.398Z"
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"message": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"sql\",\"args\":{\"query\":\"SELECT worker_id, name FROM workers_500k WHERE role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.7 AND worker_id IN (16627, 17215)\"},\"rationale\":\"Verify the availability of the top two candidates before fina",
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"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",
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"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",
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"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": 0.8656145,
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"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",
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"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",
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"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": 0.82589155,
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"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",
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"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": 0.7179129,
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"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",
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},
{
"doc_id": "W500K-35021",
"chunk_text": "Christine Z. Turner — Packaging Operator in Nashville, TN. Skills: batch processing|cold storage|inventory|lean manufacturing|loading dock|receiving. Certs: OSHA-10|OSHA-30. Archetype: communicator. Reliability: 0.60, Availability: 0.85",
"score": 0.6901615,
"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": 0.65934235,
"sql_verified": true
},
{
"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": 0.6579526,
"sql_verified": true,
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{
"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": 0.6399395,
"sql_verified": true
},
{
"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": 0.6354219,
"sql_verified": true
},
{
"doc_id": "W500K-15367",
"chunk_text": "Katherine B. Scott — Packaging Operator in Nashville, TN. Skills: SPC|batch processing|conveyor ops|forklift|inventory|lean manufacturing|line work|receiving|shipping. Certs: none. Archetype: communicator. Reliability: 0.68, Availability: 0.64",
"score": 0.6348827,
"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": 0.6283248,
"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": 0.6264747,
"sql_verified": true
},
{
"doc_id": "W500K-29542",
"chunk_text": "Sofia G. Wood — Packaging Operator in Nashville, TN. Skills: 6S|SPC|cold storage|conveyor ops|line work|packaging|pick-to-light|quality inspection. Certs: Forklift. Archetype: communicator. Reliability: 0.59, Availability: 0.58",
"score": 0.6244652,
"sql_verified": true
},
{
"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": 0.6236992,
"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": 0.6220602,
"sql_verified": true
}
],
"duration_ms": 347
},
"at": "2026-04-21T04:04:43.889Z"
},
{
"turn": 1,
"role": "reviewer",
"model": "qwen2.5:latest",
"kind": "critique",
"content": {
"kind": "critique",
"verdict": "continue",
"notes": "Continue searching, but ensure to select exactly one candidate with the Packaging Operator skill in Nashville, TN and verify at least one through SQL."
},
"at": "2026-04-21T04:04:45.051Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen2.5:latest",
"kind": "note",
"content": {
"continuation": 1,
"combined_chars": 412
},
"at": "2026-04-21T04:04:47.573Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen2.5:latest",
"kind": "note",
"content": {
"continuation": 2,
"combined_chars": 824
},
"at": "2026-04-21T04:04:49.326Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen2.5:latest",
"kind": "note",
"content": {
"continuation": 3,
"combined_chars": 1236
},
"at": "2026-04-21T04:04:51.066Z"
},
{
"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 = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Packaging Operator in Nashville, TN\",\"k\":20},\"rationale\":\"Continue searching for a s",
"raw": "{\"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\":\"Packaging Operator in Nashville, TN\",\"k\":20},\"rationale\":\"Continue searching for a s"
},
"at": "2026-04-21T04:04:52.823Z"
}
]
}
]
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