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lakehouse/tests/multi-agent/playbooks/scenario-2026-04-21T03-54-46/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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[
{
"event": {
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"at": "07:30",
"role": "Assembler",
"count": 6,
"city": "Indianapolis",
"state": "IN",
"shift_start": "07:30 AM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-26, fill=paramount."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 32.864,
"error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"propose_done\",\"fills\":[{\"candidate_id\":\"W500K-24626\",\"name\":\"Jacob E. Bailey\"},{\"candidate_id\":\"W500K-7814\",\"name\":\"Jeffrey Walker\"},{\"candidate_id\":\"W500K-45788\",\"name\":\"Andre C. Brooks\"},{\"candidate_id\":\"W500K-47104\",\"name\":\"James S. Castillo\"},{\"candidate_id\":\"W500K-23186\",\"name\":\"Peter ",
"gap_signals": [
"drift_or_tool: invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"propose_done\",\"fills\":[{\"candidate_id\":\"W500K-24626\",\"name\":\"Jacob E. Bailey\"},{\"candidate_id\":\"W500K-7814\",\"name\":\"Jeffrey Walker\"},{\"candidate_id\":\"W500K-45788\",\"name\":\"Andre C. Brooks\"},{\"candidate_id\":\"W500K-47104\",\"name\":\"James S. Castillo\"},{\"candidate_id\":\"W500K-23186\",\"name\":\"Peter "
],
"diagnostic_log": [
{
"turn": 1,
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"sql_filter": "role = 'Assembler' AND city = 'Indianapolis' AND state = 'IN' AND CAST(availability AS DOUBLE) > 0.5",
"question": "reliable Assembler Indianapolis IN",
"k": 40
},
"rationale": "Execute the canonical fill tool first to retrieve a pool of Assemblers in Indianapolis with availability > 0.5. k=40 is selected to provide a deep candidate set for ranking and to ensure we can select exactly 6 distinct workers as required by the target count."
},
"at": "2026-04-21T03:54:50.405Z"
},
{
"turn": 1,
"role": "executor",
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"question": "reliable Assembler Indianapolis IN",
"sql_filter": "role = 'Assembler' AND city = 'Indianapolis' AND state = 'IN' AND CAST(availability AS DOUBLE) > 0.5",
"sql_matches": 838,
"vector_reranked": 40,
"method": "hybrid_sql_vector",
"answer": null,
"sources": [
{
"doc_id": "W500K-24626",
"chunk_text": "Jacob E. Bailey — Assembler in Indianapolis, IN. Skills: CMM|batch processing|gauge R&R|labeling. Certs: First Aid/CPR|Reach Truck. Archetype: communicator. Reliability: 0.63, Availability: 0.76",
"score": 1.0175977,
"sql_verified": true,
"playbook_boost": 0.25,
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},
{
"doc_id": "W500K-7814",
"chunk_text": "Jeffrey Walker — Assembler in Indianapolis, IN. Skills: 6S|CMM|ISO 9001|first article|gauge R&R|line work|quality inspection. Certs: none. Archetype: communicator. Reliability: 0.79, Availability: 0.85",
"score": 0.81565,
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},
{
"doc_id": "W500K-45788",
"chunk_text": "Andre C. Brooks — Assembler in Indianapolis, IN. Skills: SPC|assembly|inspection|quality inspection|root cause analysis. Certs: OSHA-30|Forklift|Lockout/Tagout. Archetype: reliable. Reliability: 0.83, Availability: 0.64",
"score": 0.8089214,
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},
{
"doc_id": "W500K-47104",
"chunk_text": "James S. Castillo — Assembler in Indianapolis, IN. Skills: CMM|SPC|batch processing|conveyor ops|quality inspection|root cause analysis. Certs: First Aid/CPR. Archetype: reliable. Reliability: 0.84, Availability: 0.76",
"score": 0.7970447,
"sql_verified": true,
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},
{
"doc_id": "W500K-23186",
"chunk_text": "Peter U. Green — Assembler in Indianapolis, IN. Skills: CMM|SPC|batch processing|inspection|labeling|line work. Certs: OSHA-10|OSHA-30|First Aid/CPR. Archetype: communicator. Reliability: 0.54, Availability: 0.69",
"score": 0.7754849,
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},
{
"doc_id": "W500K-37169",
"chunk_text": "Ruth P. Lee — Assembler in Indianapolis, IN. Skills: 6S|ISO 9001|SPC|conveyor ops|first article|gauge R&R|inspection|labeling|nonconformance|quality inspection. Certs: Forklift|Reach Truck. Archetype: communicator. Reliability: 0.67, Availability: 0.68",
"score": 0.7310549,
"sql_verified": true
},
{
"doc_id": "W500K-10116",
"chunk_text": "Ryan Long — Assembler in Indianapolis, IN. Skills: ISO 9001|SPC|calibration|gauge R&R|inspection|labeling|line work|quality inspection. Certs: OSHA-10|Forklift|ServSafe. Archetype: reliable. Reliability: 0.86, Availability: 0.78",
"score": 0.7310284,
"sql_verified": true
},
{
"doc_id": "W500K-26653",
"chunk_text": "Dorothy D. Lewis — Assembler in Indianapolis, IN. Skills: CMM|SPC|assembly|calibration|inspection|nonconformance. Certs: First Aid/CPR. Archetype: specialist. Reliability: 0.86, Availability: 0.71",
"score": 0.7283128,
"sql_verified": true,
"playbook_boost": 0.14984572,
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},
{
"doc_id": "W500K-2793",
"chunk_text": "Karen Ramos — Assembler in Indianapolis, IN. Skills: assembly|calibration|conveyor ops|labeling|lean manufacturing|nonconformance. Certs: OSHA-10|Hazmat. Archetype: reliable. Reliability: 0.87, Availability: 0.86",
"score": 0.7274905,
"sql_verified": true
},
{
"doc_id": "W500K-6788",
"chunk_text": "Wei Baker — Assembler in Indianapolis, IN. Skills: CMM|ISO 9001|SPC|assembly|batch processing|conveyor ops|inspection|line work|nonconformance|quality inspection. Certs: OSHA-30|Forklift. Archetype: communicator. Reliability: 0.67, Availability: 0.69",
"score": 0.7260157,
"sql_verified": true
},
{
"doc_id": "W500K-28314",
"chunk_text": "Brandon A. Evans — Assembler in Indianapolis, IN. Skills: 6S|CMM|assembly|conveyor ops|first article|line work|nonconformance. Certs: OSHA-10|Forklift. Archetype: communicator. Reliability: 0.68, Availability: 0.65",
"score": 0.72206557,
"sql_verified": true
},
{
"doc_id": "W500K-14524",
"chunk_text": "Heather Murphy — Assembler in Indianapolis, IN. Skills: 6S|ISO 9001|batch processing|lean manufacturing|line work|nonconformance|quality inspection. Certs: MSDS. Archetype: communicator. Reliability: 0.88, Availability: 0.92",
"score": 0.7174463,
"sql_verified": true
},
{
"doc_id": "W500K-14755",
"chunk_text": "Samuel Hall — Assembler in Indianapolis, IN. Skills: batch processing|first article|labeling|line work|nonconformance. Certs: OSHA-10. Archetype: flexible. Reliability: 0.70, Availability: 0.80",
"score": 0.71547115,
"sql_verified": true
},
{
"doc_id": "W500K-41683",
"chunk_text": "Lauren F. Moore — Assembler in Indianapolis, IN. Skills: SPC|calibration|gauge R&R|inspection|line work. Certs: OSHA-30. Archetype: leader. Reliability: 0.85, Availability: 0.77",
"score": 0.7147301,
"sql_verified": true,
"playbook_boost": 0.14984572,
"playbook_citations": [
"pb-seed-885e0dacb0961e89",
"pb-seed-16869a3ac95216f8",
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]
},
{
"doc_id": "W500K-25636",
"chunk_text": "Yuki A. Hernandez — Assembler in Indianapolis, IN. Skills: 6S|CMM|assembly|conveyor ops|quality inspection|root cause analysis. Certs: Hazmat|First Aid/CPR|Confined Space. Archetype: reliable. Reliability: 0.86, Availability: 0.50",
"score": 0.7100364,
"sql_verified": true
},
{
"doc_id": "W500K-12207",
"chunk_text": "Zachary Taylor — Assembler in Indianapolis, IN. Skills: CMM|ISO 9001|conveyor ops|inspection|labeling. Certs: Fire Safety. Archetype: reliable. Reliability: 0.89, Availability: 1.00",
"score": 0.70392406,
"sql_verified": true,
"playbook_boost": 0.12749791,
"playbook_citations": [
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"pb-seed-16869a3ac95216f8",
"pb-seed-65fc161357d36662",
"pb-seed-c639407f546e9d56",
"pb-seed-f47cccf334bb1e05",
"pb-seed-8b3d25b990bddacb"
]
},
{
"doc_id": "W500K-21258",
"chunk_text": "Katherine Q. Gutierrez — Assembler in Indianapolis, IN. Skills: CMM|calibration|first article|labeling|line work|nonconformance|quality inspection. Certs: OSHA-10. Archetype: reliable. Reliability: 0.76, Availability: 0.90",
"score": 0.7035946,
"sql_verified": true,
"playbook_boost": 0.14984572,
"playbook_citations": [
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"pb-seed-16869a3ac95216f8",
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]
},
{
"doc_id": "W500K-21303",
"chunk_text": "Donald J. Price — Assembler in Indianapolis, IN. Skills: ISO 9001|SPC|assembly|batch processing|calibration|line work|quality inspection. Certs: Hazmat|First Aid/CPR. Archetype: reliable. Reliability: 0.83, Availability: 0.85",
"score": 0.7004304,
"sql_verified": true
},
{
"doc_id": "W500K-49577",
"chunk_text": "Linda V. Bailey — Assembler in Indianapolis, IN. Skills: CMM|ISO 9001|batch processing|first article|inspection|labeling|line work. Certs: Forklift|Reach Truck|ISO 9001. Archetype: specialist. Reliability: 0.66, Availability: 0.85",
"score": 0.6923062,
"sql_verified": true
},
{
"doc_id": "W500K-7706",
"chunk_text": "Anna Thompson — Assembler in Indianapolis, IN. Skills: 6S|assembly|conveyor ops|gauge R&R|root cause analysis. Certs: OSHA-30|First Aid/CPR. Archetype: reliable. Reliability: 0.84, Availability: 0.97",
"score": 0.687922,
"sql_verified": true
}
],
"duration_ms": 272,
"_trimmed": "20 more"
},
"at": "2026-04-21T03:54:50.679Z"
},
{
"turn": 1,
"role": "reviewer",
"model": "qwen3:latest",
"kind": "critique",
"content": {
"kind": "critique",
"verdict": "continue",
"notes": "Executor is on a reasonable path by using the hybrid_search tool with appropriate filters for Assemblers in Indianapolis, IN. The next step should be to select 6 candidates from the top 40 results and verify their availability and role using SQL."
},
"at": "2026-04-21T03:54:54.672Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "note",
"content": {
"continuation": 1,
"combined_chars": 3086
},
"at": "2026-04-21T03:55:11.156Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "note",
"content": {
"continuation": 2,
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"at": "2026-04-21T03:55:14.733Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "note",
"content": {
"continuation": 3,
"combined_chars": 3780
},
"at": "2026-04-21T03:55:17.182Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "error",
"content": {
"message": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"propose_done\",\"fills\":[{\"candidate_id\":\"W500K-24626\",\"name\":\"Jacob E. Bailey\"},{\"candidate_id\":\"W500K-7814\",\"name\":\"Jeffrey Walker\"},{\"candidate_id\":\"W500K-45788\",\"name\":\"Andre C. Brooks\"},{\"candidate_id\":\"W500K-47104\",\"name\":\"James S. Castillo\"},{\"candidate_id\":\"W500K-23186\",\"name\":\"Peter ",
"raw": "{\"kind\":\"propose_done\",\"fills\":[{\"candidate_id\":\"W500K-24626\",\"name\":\"Jacob E. Bailey\"},{\"candidate_id\":\"W500K-7814\",\"name\":\"Jeffrey Walker\"},{\"candidate_id\":\"W500K-45788\",\"name\":\"Andre C. Brooks\"},{\"candidate_id\":\"W500K-47104\",\"name\":\"James S. Castillo\"},{\"candidate_id\":\"W500K-23186\",\"name\":\"Peter "
},
"at": "2026-04-21T03:55:19.703Z"
}
]
},
{
"event": {
"kind": "recurring",
"at": "09:30",
"role": "Quality Tech",
"count": 2,
"city": "Indianapolis",
"state": "IN",
"shift_start": "09:30 AM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-26, fill=paramount."
},
"ok": true,
"fills": [
{
"candidate_id": "W500K-41658",
"name": "Frank G. Roberts"
},
{
"candidate_id": "W500K-32928",
"name": "Carlos M. Murphy"
}
],
"turns": 2,
"duration_secs": 11.502,
"gap_signals": [
"double_book: undefined Carlos M. Murphy already booked for 09:30"
],
"sources_first_score": 0.7118083,
"sources_last_score": 0.49715656,
"pool_size": 697,
"playbook_citations": [
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"pb-seed-9124e59dbb7c2f18"
],
"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 = 'Quality Tech' AND city = 'Indianapolis' AND state = 'IN' AND CAST(availability AS DOUBLE) > 0.5",
"question": "Quality Tech Indianapolis recurring",
"k": 20
},
"rationale": "Execute the canonical hybrid_search FIRST as per rules. Filter for 'Quality Tech' role in 'Indianapolis', 'IN' with availability > 0.5. Set k=20 (5x target count of 2, floored to 20) to ensure a deep pool for the ranker to discriminate between candidates, adhering to the guidance that k=10 was too tight for multi-fill events."
},
"at": "2026-04-21T03:55:28.832Z"
},
{
"turn": 1,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "tool_result",
"content": {
"question": "Quality Tech Indianapolis recurring",
"sql_filter": "role = 'Quality Tech' AND city = 'Indianapolis' AND state = 'IN' AND CAST(availability AS DOUBLE) > 0.5",
"sql_matches": 697,
"vector_reranked": 20,
"method": "hybrid_sql_vector",
"answer": null,
"sources": [
{
"doc_id": "W500K-41658",
"chunk_text": "Frank G. Roberts — Quality Tech in Indianapolis, IN. Skills: conveyor ops|first article|gauge R&R|lean manufacturing. Certs: Hazmat|Reach Truck. Archetype: leader. Reliability: 0.63, Availability: 1.00",
"score": 0.7118083,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
"pb-seed-9c0c5b136f134c33",
"pb-seed-dbce9e418f6fa1e9",
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"pb-seed-7e68e7e5d52f22ec",
"pb-seed-9124e59dbb7c2f18"
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},
{
"doc_id": "W500K-32928",
"chunk_text": "Carlos M. Murphy — Quality Tech in Indianapolis, IN. Skills: 6S|SPC|conveyor ops|gauge R&R|lean manufacturing|line work. Certs: OSHA-10|Forklift|First Aid/CPR. Archetype: reliable. Reliability: 0.88, Availability: 0.81",
"score": 0.700016,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
"pb-seed-9c0c5b136f134c33",
"pb-seed-dbce9e418f6fa1e9",
"pb-seed-a3774077f1b11299",
"pb-seed-7e68e7e5d52f22ec"
]
},
{
"doc_id": "W500K-9858",
"chunk_text": "Virginia Miller — Quality Tech in Indianapolis, IN. Skills: SPC|assembly|batch processing|gauge R&R|lean manufacturing|nonconformance|quality inspection. Certs: Forklift|First Aid/CPR|Reach Truck|Confined Space|Fire Safety. Archetype: reliable. Reliability: 0.79, Availability: 0.84",
"score": 0.54076344,
"sql_verified": true
},
{
"doc_id": "W500K-23276",
"chunk_text": "Patrick G. Roberts — Quality Tech in Indianapolis, IN. Skills: ISO 9001|SPC|assembly|calibration|conveyor ops|gauge R&R|line work. Certs: First Aid/CPR|Reach Truck|Lockout/Tagout. Archetype: reliable. Reliability: 0.79, Availability: 0.90",
"score": 0.53096914,
"sql_verified": true
},
{
"doc_id": "W500K-8882",
"chunk_text": "Eric Green — Quality Tech in Indianapolis, IN. Skills: CMM|batch processing|conveyor ops|gauge R&R|inspection|labeling|nonconformance|quality inspection|root cause analysis. Certs: OSHA-30|Forklift|First Aid/CPR. Archetype: reliable. Reliability: 0.90, Availability: 0.71",
"score": 0.5253076,
"sql_verified": true
},
{
"doc_id": "W500K-16778",
"chunk_text": "Priya I. Bennett — Quality Tech in Indianapolis, IN. Skills: ISO 9001|batch processing|gauge R&R|inspection|labeling|root cause analysis. Certs: Hazmat|First Aid/CPR. Archetype: communicator. Reliability: 0.61, Availability: 0.94",
"score": 0.52160656,
"sql_verified": true
},
{
"doc_id": "W500K-19857",
"chunk_text": "Virginia T. King — Quality Tech in Indianapolis, IN. Skills: SPC|assembly|calibration|conveyor ops|first article|inspection|line work|quality inspection. Certs: MSDS. Archetype: communicator. Reliability: 0.75, Availability: 0.67",
"score": 0.5137769,
"sql_verified": true
},
{
"doc_id": "W500K-29370",
"chunk_text": "Helen Q. James — Quality Tech in Indianapolis, IN. Skills: ISO 9001|batch processing|calibration|first article|labeling|line work|quality inspection. Certs: none. Archetype: leader. Reliability: 0.78, Availability: 0.84",
"score": 0.5132892,
"sql_verified": true
},
{
"doc_id": "W500K-33415",
"chunk_text": "Daniel F. Rodriguez — Quality Tech in Indianapolis, IN. Skills: CMM|ISO 9001|assembly|first article|gauge R&R|labeling|lean manufacturing|line work|root cause analysis. Certs: Forklift|Hazmat. Archetype: flexible. Reliability: 0.82, Availability: 0.81",
"score": 0.5125638,
"sql_verified": true
},
{
"doc_id": "W500K-519",
"chunk_text": "Emily Myers — Quality Tech in Indianapolis, IN. Skills: SPC|calibration|first article|gauge R&R|labeling|line work|nonconformance|quality inspection. Certs: none. Archetype: flexible. Reliability: 0.80, Availability: 0.84",
"score": 0.5096043,
"sql_verified": true
},
{
"doc_id": "W500K-25497",
"chunk_text": "Michael R. Torres — Quality Tech in Indianapolis, IN. Skills: 6S|CMM|batch processing|calibration|inspection|lean manufacturing|root cause analysis. Certs: Hazmat|First Aid/CPR. Archetype: flexible. Reliability: 0.69, Availability: 0.57",
"score": 0.50919634,
"sql_verified": true
},
{
"doc_id": "W500K-36820",
"chunk_text": "Miguel E. Peterson — Quality Tech in Indianapolis, IN. Skills: 6S|batch processing|gauge R&R|nonconformance|root cause analysis. Certs: Hazmat|Order Picker. Archetype: leader. Reliability: 0.71, Availability: 0.88",
"score": 0.50854427,
"sql_verified": true
},
{
"doc_id": "W500K-26971",
"chunk_text": "Jamal J. James — Quality Tech in Indianapolis, IN. Skills: 6S|SPC|first article|lean manufacturing|nonconformance|root cause analysis. Certs: OSHA-30|First Aid/CPR. Archetype: specialist. Reliability: 0.88, Availability: 0.64",
"score": 0.50835377,
"sql_verified": true
},
{
"doc_id": "W500K-11678",
"chunk_text": "Michael Torres — Quality Tech in Indianapolis, IN. Skills: 6S|SPC|gauge R&R|inspection|labeling|lean manufacturing|root cause analysis. Certs: OSHA-10|Hazmat|MSDS. Archetype: communicator. Reliability: 0.55, Availability: 0.79",
"score": 0.50545496,
"sql_verified": true
},
{
"doc_id": "W500K-22093",
"chunk_text": "Miguel T. Parker — Quality Tech in Indianapolis, IN. Skills: CMM|ISO 9001|SPC|labeling|lean manufacturing|line work|quality inspection. Certs: OSHA-10|Reach Truck|Order Picker. Archetype: communicator. Reliability: 0.62, Availability: 0.70",
"score": 0.50482017,
"sql_verified": true
},
{
"doc_id": "W500K-42740",
"chunk_text": "Fatima W. Garcia — Quality Tech in Indianapolis, IN. Skills: CMM|ISO 9001|SPC|batch processing|calibration|labeling|line work|nonconformance. Certs: Lockout/Tagout. Archetype: flexible. Reliability: 0.71, Availability: 0.80",
"score": 0.5018045,
"sql_verified": true
},
{
"doc_id": "W500K-15943",
"chunk_text": "Pamela F. Sanchez — Quality Tech in Indianapolis, IN. Skills: 6S|CMM|ISO 9001|SPC|assembly|calibration|conveyor ops|lean manufacturing|line work|root cause analysis. Certs: OSHA-10|Forklift. Archetype: reliable. Reliability: 0.88, Availability: 0.75",
"score": 0.5013722,
"sql_verified": true
},
{
"doc_id": "W500K-41602",
"chunk_text": "Ivan C. Ross — Quality Tech in Indianapolis, IN. Skills: SPC|assembly|batch processing|calibration|inspection|labeling|line work. Certs: none. Archetype: specialist. Reliability: 0.78, Availability: 0.86",
"score": 0.5010179,
"sql_verified": true
},
{
"doc_id": "W500K-32685",
"chunk_text": "Dorothy D. Rodriguez — Quality Tech in Indianapolis, IN. Skills: CMM|ISO 9001|assembly|calibration|lean manufacturing|root cause analysis. Certs: Forklift. Archetype: reliable. Reliability: 0.79, Availability: 0.66",
"score": 0.4972738,
"sql_verified": true
},
{
"doc_id": "W500K-36179",
"chunk_text": "Marcus N. Wood — Quality Tech in Indianapolis, IN. Skills: CMM|first article|lean manufacturing|line work|nonconformance. Certs: none. Archetype: specialist. Reliability: 0.74, Availability: 0.86",
"score": 0.49715656,
"sql_verified": true
}
],
"duration_ms": 323
},
"at": "2026-04-21T03:55:29.156Z"
},
{
"turn": 1,
"role": "reviewer",
"model": "qwen3:latest",
"kind": "critique",
"content": {
"kind": "critique",
"verdict": "continue",
"notes": "Executor is on a reasonable path by using hybrid_search with proper filters for Quality Tech in Indianapolis, IN. The next step is to select 2 candidates from the top-ranked results and verify their availability and skills using SQL if needed."
},
"at": "2026-04-21T03:55:30.713Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "propose_done",
"content": {
"kind": "propose_done",
"fills": [
{
"candidate_id": "W500K-41658",
"name": "Frank G. Roberts"
},
{
"candidate_id": "W500K-32928",
"name": "Carlos M. Murphy"
}
],
"rationale": "The hybrid_search returned 20 candidates for 'Quality Tech' in Indianapolis, IN. The top two results (Frank G. Roberts and Carlos M. Murphy) have high scores (0.71, 0.70) and match the target role and location. The task requires exactly 2 fills. These two candidates satisfy the count requirement and are the highest-ranked matches from the available pool."
},
"at": "2026-04-21T03:55:34.657Z"
},
{
"turn": 2,
"role": "reviewer",
"model": "qwen3:latest",
"kind": "critique",
"content": {
"kind": "critique",
"verdict": "approve_done",
"notes": "The propose_done meets all approval criteria: exactly 2 fills, both candidates are from the prior tool_result for Indianapolis, IN with role 'Quality Tech', and at least one fill (Frank G. Roberts) has been SQL-verified in the tool_result."
},
"at": "2026-04-21T03:55:36.197Z"
},
{
"turn": 2,
"role": "reviewer",
"model": "qwen3:latest",
"kind": "consensus_done",
"content": {
"fills": [
{
"candidate_id": "W500K-41658",
"name": "Frank G. Roberts"
},
{
"candidate_id": "W500K-32928",
"name": "Carlos M. Murphy"
}
]
},
"at": "2026-04-21T03:55:36.197Z"
}
]
},
{
"event": {
"kind": "expansion",
"at": "11:00",
"role": "Machine Operator",
"count": 5,
"city": "Indianapolis",
"state": "IN",
"shift_start": "11:00 PM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-26, fill=paramount."
},
"ok": true,
"fills": [
{
"candidate_id": "W500K-6479",
"name": "Christina Watson"
},
{
"candidate_id": "W500K-34233",
"name": "Alexander R. Evans"
},
{
"candidate_id": "W500K-23524",
"name": "Angela U. Ward"
},
{
"candidate_id": "W500K-23467",
"name": "Alexander P. Turner"
},
{
"candidate_id": "W500K-18400",
"name": "Amy S. Jenkins"
}
],
"turns": 2,
"duration_secs": 15.26,
"gap_signals": [
"double_book: undefined Christina Watson already booked for 09:30",
"double_book: undefined Alexander R. Evans already booked for 09:30",
"double_book: undefined Angela U. Ward already booked for 09:30",
"double_book: undefined Alexander P. Turner already booked for 09:30",
"double_book: undefined Amy S. Jenkins already booked for 09:30"
],
"sources_first_score": 0.93035567,
"sources_last_score": 0.608701,
"pool_size": 597,
"playbook_citations": [
"pb-seed-b5d8a51cb9df9a2a",
"pb-seed-2a6b072589433954",
"pb-seed-e70a39e9ce31d93b",
"pb-seed-ec790797c90d8b04",
"pb-seed-11a4d8a8851b339e",
"pb-seed-b249552c3cd15b5e",
"pb-seed-fcf82664d2d9567b",
"pb-seed-4b7bc1f7f068bb9f",
"pb-seed-dbc5dd10ff21f254"
],
"discovered_pattern": "Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)",
"diagnostic_log": [
{
"turn": 1,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "tool_call",
"content": {
"kind": "tool_call",
"tool": "hybrid_search",
"args": {
"index_name": "workers_500k_v1",
"sql_filter": "role = 'Machine Operator' AND city = 'Indianapolis' AND state = 'IN' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75",
"question": "Machine Operator Indianapolis IN",
"k": 40
},
"rationale": "Execute hybrid_search as the canonical first step to find Machine Operators in Indianapolis. Use k=40 to ensure a deep pool for ranking the top 5 candidates. Apply strict filters for availability and reliability per event guidance."
},
"at": "2026-04-21T03:55:46.549Z"
},
{
"turn": 1,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "tool_result",
"content": {
"question": "Machine Operator Indianapolis IN",
"sql_filter": "role = 'Machine Operator' AND city = 'Indianapolis' AND state = 'IN' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75",
"sql_matches": 597,
"vector_reranked": 40,
"method": "hybrid_sql_vector",
"answer": null,
"sources": [
{
"doc_id": "W500K-6479",
"chunk_text": "Christina Watson — Machine Operator in Indianapolis, IN. Skills: 6S|CNC|calipers|line work|micrometer|mill|press brake. Certs: OSHA-10. Archetype: leader. Reliability: 0.90, Availability: 0.92",
"score": 0.93035567,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
"pb-seed-b5d8a51cb9df9a2a",
"pb-seed-2a6b072589433954",
"pb-seed-e70a39e9ce31d93b",
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"pb-seed-11a4d8a8851b339e",
"pb-seed-b249552c3cd15b5e",
"pb-seed-fcf82664d2d9567b",
"pb-seed-4b7bc1f7f068bb9f",
"pb-seed-dbc5dd10ff21f254"
]
},
{
"doc_id": "W500K-34233",
"chunk_text": "Alexander R. Evans — Machine Operator in Indianapolis, IN. Skills: 6S|CNC|EDM|assembly|batch processing|blueprint reading|lathe|line work|micrometer. Certs: OSHA-10|First Aid/CPR|MSDS. Archetype: flexible. Reliability: 0.87, Availability: 1.00",
"score": 0.9132081,
"sql_verified": true,
"playbook_boost": 0.23424862,
"playbook_citations": [
"pb-seed-b249552c3cd15b5e",
"pb-seed-fcf82664d2d9567b",
"pb-seed-4b7bc1f7f068bb9f",
"pb-seed-dbc5dd10ff21f254"
]
},
{
"doc_id": "W500K-23524",
"chunk_text": "Angela U. Ward — Machine Operator in Indianapolis, IN. Skills: 6S|GD&T|assembly|conveyor ops|grinder|labeling|lathe|lean manufacturing|micrometer. Certs: OSHA-30. Archetype: flexible. Reliability: 0.80, Availability: 0.81",
"score": 0.91287315,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
"pb-seed-b5d8a51cb9df9a2a",
"pb-seed-2a6b072589433954",
"pb-seed-e70a39e9ce31d93b",
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"pb-seed-fcf82664d2d9567b",
"pb-seed-4b7bc1f7f068bb9f",
"pb-seed-dbc5dd10ff21f254"
]
},
{
"doc_id": "W500K-23467",
"chunk_text": "Alexander P. Turner — Machine Operator in Indianapolis, IN. Skills: EDM|GD&T|SPC|assembly|batch processing|blueprint reading|calipers|lathe|lean manufacturing|quality inspection. Certs: none. Archetype: reliable. Reliability: 0.81, Availability: 0.83",
"score": 0.88803834,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
"pb-seed-b5d8a51cb9df9a2a",
"pb-seed-2a6b072589433954",
"pb-seed-e70a39e9ce31d93b",
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"pb-seed-fcf82664d2d9567b",
"pb-seed-4b7bc1f7f068bb9f",
"pb-seed-dbc5dd10ff21f254"
]
},
{
"doc_id": "W500K-18400",
"chunk_text": "Amy S. Jenkins — Machine Operator in Indianapolis, IN. Skills: assembly|blueprint reading|grinder|lean manufacturing|line work|micrometer|quality inspection. Certs: First Aid/CPR. Archetype: communicator. Reliability: 0.82, Availability: 0.64",
"score": 0.88235515,
"sql_verified": true,
"playbook_boost": 0.19442897,
"playbook_citations": [
"pb-seed-11a4d8a8851b339e",
"pb-seed-b249552c3cd15b5e",
"pb-seed-fcf82664d2d9567b",
"pb-seed-4b7bc1f7f068bb9f",
"pb-seed-dbc5dd10ff21f254"
]
},
{
"doc_id": "W500K-43589",
"chunk_text": "Nathan N. Roberts — Machine Operator in Indianapolis, IN. Skills: 6S|CNC|SPC|assembly|conveyor ops|grinder|lathe. Certs: OSHA-10|Hazmat|Lockout/Tagout. Archetype: specialist. Reliability: 0.77, Availability: 0.62",
"score": 0.7212928,
"sql_verified": true,
"playbook_boost": 0.05854721,
"playbook_citations": [
"pb-seed-b249552c3cd15b5e"
]
},
{
"doc_id": "W500K-18997",
"chunk_text": "Luis R. Long — Machine Operator in Indianapolis, IN. Skills: CNC|GD&T|batch processing|conveyor ops|grinder|line work|micrometer|mill|quality inspection. Certs: MSDS. Archetype: reliable. Reliability: 0.84, Availability: 0.74",
"score": 0.66124994,
"sql_verified": true
},
{
"doc_id": "W500K-39407",
"chunk_text": "Samuel R. Foster — Machine Operator in Indianapolis, IN. Skills: 6S|assembly|conveyor ops|grinder|line work|micrometer|quality inspection. Certs: OSHA-10. Archetype: specialist. Reliability: 0.79, Availability: 0.65",
"score": 0.66001946,
"sql_verified": true
},
{
"doc_id": "W500K-960",
"chunk_text": "Rosa Young — Machine Operator in Indianapolis, IN. Skills: GD&T|assembly|calipers|grinder|labeling|lathe|line work. Certs: none. Archetype: reliable. Reliability: 0.93, Availability: 0.83",
"score": 0.65982413,
"sql_verified": true
},
{
"doc_id": "W500K-2042",
"chunk_text": "Steven Sanders — Machine Operator in Indianapolis, IN. Skills: 6S|CNC|GD&T|assembly|batch processing|grinder|lathe|line work|micrometer. Certs: Lockout/Tagout. Archetype: reliable. Reliability: 0.81, Availability: 0.83",
"score": 0.6597931,
"sql_verified": true
},
{
"doc_id": "W500K-38277",
"chunk_text": "Mark F. Ramos — Machine Operator in Indianapolis, IN. Skills: EDM|GD&T|assembly|labeling|micrometer|mill|press brake. Certs: Hazmat. Archetype: reliable. Reliability: 0.82, Availability: 0.83",
"score": 0.65941465,
"sql_verified": true
},
{
"doc_id": "W500K-13027",
"chunk_text": "Maria Gutierrez — Machine Operator in Indianapolis, IN. Skills: CNC|SPC|blueprint reading|labeling|lean manufacturing|mill|press brake|quality inspection. Certs: OSHA-10|Forklift|Hazmat|Confined Space. Archetype: flexible. Reliability: 0.82, Availability: 0.63",
"score": 0.6591267,
"sql_verified": true
},
{
"doc_id": "W500K-46305",
"chunk_text": "Gregory Z. Morris — Machine Operator in Indianapolis, IN. Skills: 6S|EDM|GD&T|batch processing|calipers|conveyor ops|line work|micrometer|press brake|quality inspection. Certs: Forklift|Fire Safety. Archetype: reliable. Reliability: 0.80, Availability: 0.88",
"score": 0.6549521,
"sql_verified": true
},
{
"doc_id": "W500K-13456",
"chunk_text": "Zachary Jackson — Machine Operator in Indianapolis, IN. Skills: batch processing|conveyor ops|lean manufacturing|line work|micrometer|mill|quality inspection. Certs: OSHA-30|Forklift. Archetype: leader. Reliability: 0.87, Availability: 0.78",
"score": 0.652029,
"sql_verified": true
},
{
"doc_id": "W500K-6747",
"chunk_text": "Patricia Wood — Machine Operator in Indianapolis, IN. Skills: 6S|CNC|GD&T|SPC|grinder|micrometer|press brake. Certs: Forklift|Order Picker. Archetype: reliable. Reliability: 0.83, Availability: 0.75",
"score": 0.6514138,
"sql_verified": true
},
{
"doc_id": "W500K-32459",
"chunk_text": "Donna L. Perez — Machine Operator in Indianapolis, IN. Skills: 6S|GD&T|batch processing|line work|micrometer|press brake. Certs: none. Archetype: reliable. Reliability: 0.81, Availability: 0.85",
"score": 0.6467755,
"sql_verified": true
},
{
"doc_id": "W500K-21690",
"chunk_text": "Kenneth G. Moore — Machine Operator in Indianapolis, IN. Skills: CNC|SPC|assembly|calipers|line work|mill|quality inspection. Certs: Hazmat. Archetype: leader. Reliability: 0.91, Availability: 0.81",
"score": 0.6460689,
"sql_verified": true
},
{
"doc_id": "W500K-34931",
"chunk_text": "Rosa N. Kim — Machine Operator in Indianapolis, IN. Skills: 6S|assembly|batch processing|calipers|conveyor ops|mill. Certs: OSHA-10. Archetype: leader. Reliability: 0.78, Availability: 0.51",
"score": 0.6453513,
"sql_verified": true
},
{
"doc_id": "W500K-11984",
"chunk_text": "Anthony Howard — Machine Operator in Indianapolis, IN. Skills: assembly|batch processing|conveyor ops|labeling|micrometer|press brake. Certs: ServSafe. Archetype: leader. Reliability: 0.76, Availability: 0.79",
"score": 0.6398396,
"sql_verified": true
},
{
"doc_id": "W500K-46825",
"chunk_text": "Michael Z. Brooks — Machine Operator in Indianapolis, IN. Skills: 6S|CNC|EDM|GD&T|line work|press brake. Certs: Forklift|First Aid/CPR. Archetype: reliable. Reliability: 0.91, Availability: 0.81",
"score": 0.6363385,
"sql_verified": true
}
],
"duration_ms": 258,
"_trimmed": "20 more"
},
"at": "2026-04-21T03:55:46.808Z"
},
{
"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 appropriate filters for location, role, and availability/reliability. The next step is to propose the top 5 candidates from the result list, ensuring they meet all criteria."
},
"at": "2026-04-21T03:55:50.790Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "propose_done",
"content": {
"kind": "propose_done",
"fills": [
{
"candidate_id": "W500K-6479",
"name": "Christina Watson"
},
{
"candidate_id": "W500K-34233",
"name": "Alexander R. Evans"
},
{
"candidate_id": "W500K-23524",
"name": "Angela U. Ward"
},
{
"candidate_id": "W500K-23467",
"name": "Alexander P. Turner"
},
{
"candidate_id": "W500K-18400",
"name": "Amy S. Jenkins"
}
],
"rationale": "The hybrid_search returned 40 candidates. The top 5 (scores 0.93-0.88) are all Machine Operators in Indianapolis, IN with high availability and reliability. The 'CANDIDATES SURFACED SO FAR' list contains 20 valid candidates. I have selected the top 5 from the search results to fulfill the target of 5 Machine Operators. No further SQL verification is needed as the candidates are already verified by the search tool's sql_matches count and the prompt instructions allow proposing once the pool is sufficient."
},
"at": "2026-04-21T03:55:56.622Z"
},
{
"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 from the prior tool_result for Indianapolis, IN with role 'Machine Operator', and at least one fill (Amy S. Jenkins) has a prior SQL tool_result confirming her details."
},
"at": "2026-04-21T03:55:58.175Z"
},
{
"turn": 2,
"role": "reviewer",
"model": "qwen3:latest",
"kind": "consensus_done",
"content": {
"fills": [
{
"candidate_id": "W500K-6479",
"name": "Christina Watson"
},
{
"candidate_id": "W500K-34233",
"name": "Alexander R. Evans"
},
{
"candidate_id": "W500K-23524",
"name": "Angela U. Ward"
},
{
"candidate_id": "W500K-23467",
"name": "Alexander P. Turner"
},
{
"candidate_id": "W500K-18400",
"name": "Amy S. Jenkins"
}
]
},
"at": "2026-04-21T03:55:58.175Z"
}
]
},
{
"event": {
"kind": "emergency",
"at": "14:00",
"role": "Machine Operator",
"count": 3,
"deadline": "16:00",
"city": "Indianapolis",
"state": "IN",
"shift_start": "14:00 PM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-26, fill=paramount."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 70.62,
"error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"propose_done\",\"fills\":[{\"candidate_id\":\"W500K-23467\",\"name\":\"Alexander P. Turner\"},{\"candidate_id\":\"W500K-23524\",\"name\":\"Angela U. Ward\"},{\"candidate_id\":\"W500K-6479\",\"name\":\"Christina Watson\"}],\"rationale\":\"The hybrid_search returned 15 candidates for Machine Operators in Indianapolis, IN ",
"gap_signals": [
"drift_or_tool: invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"propose_done\",\"fills\":[{\"candidate_id\":\"W500K-23467\",\"name\":\"Alexander P. Turner\"},{\"candidate_id\":\"W500K-23524\",\"name\":\"Angela U. Ward\"},{\"candidate_id\":\"W500K-6479\",\"name\":\"Christina Watson\"}],\"rationale\":\"The hybrid_search returned 15 candidates for Machine Operators in Indianapolis, IN "
],
"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 = 'Machine Operator' AND city = 'Indianapolis' AND state = 'IN' AND CAST(availability AS DOUBLE) > 0.7",
"question": "emergency machine operator Indianapolis",
"k": 15
},
"rationale": "Execute the canonical hybrid_search FIRST as per rules. Filter for Machine Operators in Indianapolis with high availability (>0.7) to meet the emergency requirement. Set k=15 (5x target of 3, capped at 80) to ensure a deep pool for the ranker to discriminate among candidates."
},
"at": "2026-04-21T03:56:19.739Z"
},
{
"turn": 1,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "tool_result",
"content": {
"question": "emergency machine operator Indianapolis",
"sql_filter": "role = 'Machine Operator' AND city = 'Indianapolis' AND state = 'IN' AND CAST(availability AS DOUBLE) > 0.7",
"sql_matches": 657,
"vector_reranked": 15,
"method": "hybrid_sql_vector",
"answer": null,
"sources": [
{
"doc_id": "W500K-23467",
"chunk_text": "Alexander P. Turner — Machine Operator in Indianapolis, IN. Skills: EDM|GD&T|SPC|assembly|batch processing|blueprint reading|calipers|lathe|lean manufacturing|quality inspection. Certs: none. Archetype: reliable. Reliability: 0.81, Availability: 0.83",
"score": 0.9234498,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
"pb-seed-2a6b072589433954",
"pb-seed-e70a39e9ce31d93b",
"pb-seed-ec790797c90d8b04",
"pb-seed-b5d8a51cb9df9a2a",
"pb-seed-fcf82664d2d9567b",
"pb-seed-4b7bc1f7f068bb9f",
"pb-seed-dbc5dd10ff21f254",
"pb-seed-dba50571839e693f"
]
},
{
"doc_id": "W500K-23524",
"chunk_text": "Angela U. Ward — Machine Operator in Indianapolis, IN. Skills: 6S|GD&T|assembly|conveyor ops|grinder|labeling|lathe|lean manufacturing|micrometer. Certs: OSHA-30. Archetype: flexible. Reliability: 0.80, Availability: 0.81",
"score": 0.84552574,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
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]
},
{
"doc_id": "W500K-6479",
"chunk_text": "Christina Watson — Machine Operator in Indianapolis, IN. Skills: 6S|CNC|calipers|line work|micrometer|mill|press brake. Certs: OSHA-10. Archetype: leader. Reliability: 0.90, Availability: 0.92",
"score": 0.79170924,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
"pb-seed-2a6b072589433954",
"pb-seed-e70a39e9ce31d93b",
"pb-seed-ec790797c90d8b04",
"pb-seed-b5d8a51cb9df9a2a",
"pb-seed-11a4d8a8851b339e",
"pb-seed-b249552c3cd15b5e",
"pb-seed-fcf82664d2d9567b",
"pb-seed-4b7bc1f7f068bb9f",
"pb-seed-dbc5dd10ff21f254",
"pb-seed-dba50571839e693f"
]
},
{
"doc_id": "W500K-34233",
"chunk_text": "Alexander R. Evans — Machine Operator in Indianapolis, IN. Skills: 6S|CNC|EDM|assembly|batch processing|blueprint reading|lathe|line work|micrometer. Certs: OSHA-10|First Aid/CPR|MSDS. Archetype: flexible. Reliability: 0.87, Availability: 1.00",
"score": 0.7149793,
"sql_verified": true,
"playbook_boost": 0.20511065,
"playbook_citations": [
"pb-seed-b249552c3cd15b5e",
"pb-seed-fcf82664d2d9567b",
"pb-seed-4b7bc1f7f068bb9f",
"pb-seed-dbc5dd10ff21f254",
"pb-seed-dba50571839e693f"
]
},
{
"doc_id": "W500K-25473",
"chunk_text": "Gary T. Rivera — Machine Operator in Indianapolis, IN. Skills: assembly|blueprint reading|labeling|line work|mill|press brake|quality inspection. Certs: Lockout/Tagout. Archetype: leader. Reliability: 0.72, Availability: 0.91",
"score": 0.6298855,
"sql_verified": true
},
{
"doc_id": "W500K-12152",
"chunk_text": "Susan Taylor — Machine Operator in Indianapolis, IN. Skills: GD&T|calipers|labeling|line work|mill. Certs: Forklift. Archetype: flexible. Reliability: 0.72, Availability: 0.73",
"score": 0.6005846,
"sql_verified": true
},
{
"doc_id": "W500K-23457",
"chunk_text": "Jamal F. Turner — Machine Operator in Indianapolis, IN. Skills: EDM|assembly|batch processing|conveyor ops|lathe|line work|press brake. Certs: Hazmat|ISO 9001. Archetype: flexible. Reliability: 0.73, Availability: 0.76",
"score": 0.5831186,
"sql_verified": true
},
{
"doc_id": "W500K-38437",
"chunk_text": "Olivia J. Wright — Machine Operator in Indianapolis, IN. Skills: 6S|GD&T|SPC|blueprint reading|grinder|labeling|line work|micrometer. Certs: OSHA-30|Hazmat|Reach Truck. Archetype: communicator. Reliability: 0.57, Availability: 0.91",
"score": 0.583031,
"sql_verified": true
},
{
"doc_id": "W500K-12418",
"chunk_text": "Mary Perry — Machine Operator in Indianapolis, IN. Skills: 6S|blueprint reading|lathe|lean manufacturing|line work|micrometer|mill. Certs: none. Archetype: improving. Reliability: 0.65, Availability: 0.86",
"score": 0.5811803,
"sql_verified": true
},
{
"doc_id": "W500K-2336",
"chunk_text": "Samuel Perez — Machine Operator in Indianapolis, IN. Skills: GD&T|assembly|calipers|grinder|lean manufacturing. Certs: OSHA-30|MSDS. Archetype: reliable. Reliability: 0.83, Availability: 1.00",
"score": 0.57839984,
"sql_verified": true
},
{
"doc_id": "W500K-32459",
"chunk_text": "Donna L. Perez — Machine Operator in Indianapolis, IN. Skills: 6S|GD&T|batch processing|line work|micrometer|press brake. Certs: none. Archetype: reliable. Reliability: 0.81, Availability: 0.85",
"score": 0.5769654,
"sql_verified": true
},
{
"doc_id": "W500K-17592",
"chunk_text": "Ryan Q. Parker — Machine Operator in Indianapolis, IN. Skills: 6S|GD&T|batch processing|blueprint reading|calipers|lathe|micrometer|quality inspection. Certs: OSHA-10|Confined Space. Archetype: communicator. Reliability: 0.56, Availability: 0.86",
"score": 0.5766593,
"sql_verified": true
},
{
"doc_id": "W500K-24628",
"chunk_text": "Mary G. Phillips — Machine Operator in Indianapolis, IN. Skills: 6S|blueprint reading|calipers|conveyor ops|lathe|line work|press brake. Certs: Forklift|First Aid/CPR|Confined Space. Archetype: leader. Reliability: 0.87, Availability: 0.80",
"score": 0.5744036,
"sql_verified": true
},
{
"doc_id": "W500K-15035",
"chunk_text": "Dennis H. Jimenez — Machine Operator in Indianapolis, IN. Skills: batch processing|calipers|line work|micrometer. Certs: Forklift|First Aid/CPR. Archetype: improving. Reliability: 0.63, Availability: 0.74",
"score": 0.5723583,
"sql_verified": true
},
{
"doc_id": "W500K-3637",
"chunk_text": "Jacob Thomas — Machine Operator in Indianapolis, IN. Skills: CNC|batch processing|grinder|lean manufacturing. Certs: Forklift|Reach Truck|ServSafe. Archetype: communicator. Reliability: 0.68, Availability: 0.84",
"score": 0.56970584,
"sql_verified": true
}
],
"duration_ms": 252
},
"at": "2026-04-21T03:56:19.993Z"
},
{
"turn": 1,
"role": "reviewer",
"model": "qwen3:latest",
"kind": "critique",
"content": {
"kind": "critique",
"verdict": "continue",
"notes": "Executor is on a reasonable path by using the hybrid_search with proper filters for Machine Operators in Indianapolis, IN, and has a sufficient pool of candidates. Ensure that the final proposed candidates are verified with SQL and that exactly 3 qualified candidates are selected from the tool_result."
},
"at": "2026-04-21T03:56:24.189Z"
},
{
"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 = 'Machine Operator' AND city = 'Indianapolis' AND state = 'IN' AND CAST(availability AS DOUBLE) > 0.7",
"question": "emergency machine operator Indianapolis",
"k": 15
},
"rationale": "Execute the canonical hybrid_search FIRST as per rules. Filter for Machine Operators in Indianapolis with high availability (>0.7) to meet the emergency requirement. Set k=15 (5x target of 3, capped at 80) to ensure a deep pool for the ranker to discriminate among candidates."
},
"at": "2026-04-21T03:56:28.064Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "tool_result",
"content": {
"question": "emergency machine operator Indianapolis",
"sql_filter": "role = 'Machine Operator' AND city = 'Indianapolis' AND state = 'IN' AND CAST(availability AS DOUBLE) > 0.7",
"sql_matches": 657,
"vector_reranked": 15,
"method": "hybrid_sql_vector",
"answer": null,
"sources": [
{
"doc_id": "W500K-23467",
"chunk_text": "Alexander P. Turner — Machine Operator in Indianapolis, IN. Skills: EDM|GD&T|SPC|assembly|batch processing|blueprint reading|calipers|lathe|lean manufacturing|quality inspection. Certs: none. Archetype: reliable. Reliability: 0.81, Availability: 0.83",
"score": 0.9234498,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
"pb-seed-2a6b072589433954",
"pb-seed-e70a39e9ce31d93b",
"pb-seed-ec790797c90d8b04",
"pb-seed-b5d8a51cb9df9a2a",
"pb-seed-fcf82664d2d9567b",
"pb-seed-4b7bc1f7f068bb9f",
"pb-seed-dbc5dd10ff21f254",
"pb-seed-dba50571839e693f"
]
},
{
"doc_id": "W500K-23524",
"chunk_text": "Angela U. Ward — Machine Operator in Indianapolis, IN. Skills: 6S|GD&T|assembly|conveyor ops|grinder|labeling|lathe|lean manufacturing|micrometer. Certs: OSHA-30. Archetype: flexible. Reliability: 0.80, Availability: 0.81",
"score": 0.84552574,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
"pb-seed-2a6b072589433954",
"pb-seed-e70a39e9ce31d93b",
"pb-seed-ec790797c90d8b04",
"pb-seed-b5d8a51cb9df9a2a",
"pb-seed-b249552c3cd15b5e",
"pb-seed-fcf82664d2d9567b",
"pb-seed-4b7bc1f7f068bb9f",
"pb-seed-dbc5dd10ff21f254",
"pb-seed-dba50571839e693f"
]
},
{
"doc_id": "W500K-6479",
"chunk_text": "Christina Watson — Machine Operator in Indianapolis, IN. Skills: 6S|CNC|calipers|line work|micrometer|mill|press brake. Certs: OSHA-10. Archetype: leader. Reliability: 0.90, Availability: 0.92",
"score": 0.79170924,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
"pb-seed-2a6b072589433954",
"pb-seed-e70a39e9ce31d93b",
"pb-seed-ec790797c90d8b04",
"pb-seed-b5d8a51cb9df9a2a",
"pb-seed-11a4d8a8851b339e",
"pb-seed-b249552c3cd15b5e",
"pb-seed-fcf82664d2d9567b",
"pb-seed-4b7bc1f7f068bb9f",
"pb-seed-dbc5dd10ff21f254",
"pb-seed-dba50571839e693f"
]
},
{
"doc_id": "W500K-34233",
"chunk_text": "Alexander R. Evans — Machine Operator in Indianapolis, IN. Skills: 6S|CNC|EDM|assembly|batch processing|blueprint reading|lathe|line work|micrometer. Certs: OSHA-10|First Aid/CPR|MSDS. Archetype: flexible. Reliability: 0.87, Availability: 1.00",
"score": 0.7149786,
"sql_verified": true,
"playbook_boost": 0.20510998,
"playbook_citations": [
"pb-seed-b249552c3cd15b5e",
"pb-seed-fcf82664d2d9567b",
"pb-seed-4b7bc1f7f068bb9f",
"pb-seed-dbc5dd10ff21f254",
"pb-seed-dba50571839e693f"
]
},
{
"doc_id": "W500K-25473",
"chunk_text": "Gary T. Rivera — Machine Operator in Indianapolis, IN. Skills: assembly|blueprint reading|labeling|line work|mill|press brake|quality inspection. Certs: Lockout/Tagout. Archetype: leader. Reliability: 0.72, Availability: 0.91",
"score": 0.6298855,
"sql_verified": true
},
{
"doc_id": "W500K-12152",
"chunk_text": "Susan Taylor — Machine Operator in Indianapolis, IN. Skills: GD&T|calipers|labeling|line work|mill. Certs: Forklift. Archetype: flexible. Reliability: 0.72, Availability: 0.73",
"score": 0.6005846,
"sql_verified": true
},
{
"doc_id": "W500K-23457",
"chunk_text": "Jamal F. Turner — Machine Operator in Indianapolis, IN. Skills: EDM|assembly|batch processing|conveyor ops|lathe|line work|press brake. Certs: Hazmat|ISO 9001. Archetype: flexible. Reliability: 0.73, Availability: 0.76",
"score": 0.5831186,
"sql_verified": true
},
{
"doc_id": "W500K-38437",
"chunk_text": "Olivia J. Wright — Machine Operator in Indianapolis, IN. Skills: 6S|GD&T|SPC|blueprint reading|grinder|labeling|line work|micrometer. Certs: OSHA-30|Hazmat|Reach Truck. Archetype: communicator. Reliability: 0.57, Availability: 0.91",
"score": 0.583031,
"sql_verified": true
},
{
"doc_id": "W500K-12418",
"chunk_text": "Mary Perry — Machine Operator in Indianapolis, IN. Skills: 6S|blueprint reading|lathe|lean manufacturing|line work|micrometer|mill. Certs: none. Archetype: improving. Reliability: 0.65, Availability: 0.86",
"score": 0.5811803,
"sql_verified": true
},
{
"doc_id": "W500K-2336",
"chunk_text": "Samuel Perez — Machine Operator in Indianapolis, IN. Skills: GD&T|assembly|calipers|grinder|lean manufacturing. Certs: OSHA-30|MSDS. Archetype: reliable. Reliability: 0.83, Availability: 1.00",
"score": 0.57839984,
"sql_verified": true
},
{
"doc_id": "W500K-32459",
"chunk_text": "Donna L. Perez — Machine Operator in Indianapolis, IN. Skills: 6S|GD&T|batch processing|line work|micrometer|press brake. Certs: none. Archetype: reliable. Reliability: 0.81, Availability: 0.85",
"score": 0.5769654,
"sql_verified": true
},
{
"doc_id": "W500K-17592",
"chunk_text": "Ryan Q. Parker — Machine Operator in Indianapolis, IN. Skills: 6S|GD&T|batch processing|blueprint reading|calipers|lathe|micrometer|quality inspection. Certs: OSHA-10|Confined Space. Archetype: communicator. Reliability: 0.56, Availability: 0.86",
"score": 0.5766593,
"sql_verified": true
},
{
"doc_id": "W500K-24628",
"chunk_text": "Mary G. Phillips — Machine Operator in Indianapolis, IN. Skills: 6S|blueprint reading|calipers|conveyor ops|lathe|line work|press brake. Certs: Forklift|First Aid/CPR|Confined Space. Archetype: leader. Reliability: 0.87, Availability: 0.80",
"score": 0.5744036,
"sql_verified": true
},
{
"doc_id": "W500K-15035",
"chunk_text": "Dennis H. Jimenez — Machine Operator in Indianapolis, IN. Skills: batch processing|calipers|line work|micrometer. Certs: Forklift|First Aid/CPR. Archetype: improving. Reliability: 0.63, Availability: 0.74",
"score": 0.5723583,
"sql_verified": true
},
{
"doc_id": "W500K-3637",
"chunk_text": "Jacob Thomas — Machine Operator in Indianapolis, IN. Skills: CNC|batch processing|grinder|lean manufacturing. Certs: Forklift|Reach Truck|ServSafe. Archetype: communicator. Reliability: 0.68, Availability: 0.84",
"score": 0.56970584,
"sql_verified": true
}
],
"duration_ms": 338
},
"at": "2026-04-21T03:56:28.404Z"
},
{
"turn": 2,
"role": "reviewer",
"model": "qwen3:latest",
"kind": "critique",
"content": {
"kind": "critique",
"verdict": "continue",
"notes": "Executor is on a reasonable path by using the hybrid_search with proper filters for Machine Operators in Indianapolis, IN, and has a sufficient pool of candidates. Ensure that the final proposed candidates meet the criteria of being from Indianapolis, IN, having the Machine Operator skill, and exactly 3 candidates are selected."
},
"at": "2026-04-21T03:56:30.147Z"
},
{
"turn": 3,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "note",
"content": {
"continuation": 1,
"combined_chars": 3242
},
"at": "2026-04-21T03:56:46.921Z"
},
{
"turn": 3,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "note",
"content": {
"continuation": 2,
"combined_chars": 3613
},
"at": "2026-04-21T03:56:49.527Z"
},
{
"turn": 3,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "note",
"content": {
"continuation": 3,
"combined_chars": 6992
},
"at": "2026-04-21T03:57:07.136Z"
},
{
"turn": 3,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "error",
"content": {
"message": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"propose_done\",\"fills\":[{\"candidate_id\":\"W500K-23467\",\"name\":\"Alexander P. Turner\"},{\"candidate_id\":\"W500K-23524\",\"name\":\"Angela U. Ward\"},{\"candidate_id\":\"W500K-6479\",\"name\":\"Christina Watson\"}],\"rationale\":\"The hybrid_search returned 15 candidates for Machine Operators in Indianapolis, IN ",
"raw": "{\"kind\":\"propose_done\",\"fills\":[{\"candidate_id\":\"W500K-23467\",\"name\":\"Alexander P. Turner\"},{\"candidate_id\":\"W500K-23524\",\"name\":\"Angela U. Ward\"},{\"candidate_id\":\"W500K-6479\",\"name\":\"Christina Watson\"}],\"rationale\":\"The hybrid_search returned 15 candidates for Machine Operators in Indianapolis, IN "
},
"at": "2026-04-21T03:57:26.641Z"
}
]
},
{
"event": {
"kind": "misplacement",
"at": "16:00",
"role": "Assembler",
"count": 1,
"replaces_event": "07:30",
"city": "Indianapolis",
"state": "IN",
"shift_start": "16:00 PM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-26, fill=paramount."
},
"ok": true,
"fills": [
{
"candidate_id": "W500K-24626",
"name": "Jacob E. Bailey"
}
],
"turns": 2,
"duration_secs": 10.947,
"gap_signals": [
"double_book: undefined Jacob E. Bailey already booked for 09:30"
],
"sources_first_score": 0.8659779,
"sources_last_score": 0.6243317,
"pool_size": 838,
"playbook_citations": [
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],
"discovered_pattern": "Across 25 similar past playbooks (21 workers examined) · recurring certifications: Forklift (43%) · 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 = 'Assembler' AND city = 'Indianapolis' AND state = 'IN' AND CAST(availability AS DOUBLE) > 0.5",
"question": "Assembler in Indianapolis",
"k": 20
},
"rationale": "Execute the canonical fill task by searching the workers index for Assemblers in Indianapolis, IN with availability > 0.5. Use k=20 as per guidelines for 1 fill to ensure a deep enough pool for the ranker to discriminate."
},
"at": "2026-04-21T03:57:37.189Z"
},
{
"turn": 1,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "tool_result",
"content": {
"question": "Assembler in Indianapolis",
"sql_filter": "role = 'Assembler' AND city = 'Indianapolis' AND state = 'IN' AND CAST(availability AS DOUBLE) > 0.5",
"sql_matches": 838,
"vector_reranked": 20,
"method": "hybrid_sql_vector",
"answer": null,
"sources": [
{
"doc_id": "W500K-24626",
"chunk_text": "Jacob E. Bailey — Assembler in Indianapolis, IN. Skills: CMM|batch processing|gauge R&R|labeling. Certs: First Aid/CPR|Reach Truck. Archetype: communicator. Reliability: 0.63, Availability: 0.76",
"score": 0.8659779,
"sql_verified": true,
"playbook_boost": 0.25,
"playbook_citations": [
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]
},
{
"doc_id": "W500K-26653",
"chunk_text": "Dorothy D. Lewis — Assembler in Indianapolis, IN. Skills: CMM|SPC|assembly|calibration|inspection|nonconformance. Certs: First Aid/CPR. Archetype: specialist. Reliability: 0.86, Availability: 0.71",
"score": 0.8130838,
"sql_verified": true,
"playbook_boost": 0.1829949,
"playbook_citations": [
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]
},
{
"doc_id": "W500K-41683",
"chunk_text": "Lauren F. Moore — Assembler in Indianapolis, IN. Skills: SPC|calibration|gauge R&R|inspection|line work. Certs: OSHA-30. Archetype: leader. Reliability: 0.85, Availability: 0.77",
"score": 0.80372113,
"sql_verified": true,
"playbook_boost": 0.1829949,
"playbook_citations": [
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]
},
{
"doc_id": "W500K-12207",
"chunk_text": "Zachary Taylor — Assembler in Indianapolis, IN. Skills: CMM|ISO 9001|conveyor ops|inspection|labeling. Certs: Fire Safety. Archetype: reliable. Reliability: 0.89, Availability: 1.00",
"score": 0.7979853,
"sql_verified": true,
"playbook_boost": 0.16522929,
"playbook_citations": [
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]
},
{
"doc_id": "W500K-21258",
"chunk_text": "Katherine Q. Gutierrez — Assembler in Indianapolis, IN. Skills: CMM|calibration|first article|labeling|line work|nonconformance|quality inspection. Certs: OSHA-10. Archetype: reliable. Reliability: 0.76, Availability: 0.90",
"score": 0.77686447,
"sql_verified": true,
"playbook_boost": 0.1829949,
"playbook_citations": [
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]
},
{
"doc_id": "W500K-38390",
"chunk_text": "Gary O. Stewart — Assembler in Indianapolis, IN. Skills: 6S|SPC|labeling|line work|nonconformance|quality inspection|root cause analysis. Certs: OSHA-10|Reach Truck. Archetype: communicator. Reliability: 0.59, Availability: 1.00",
"score": 0.7740778,
"sql_verified": true,
"playbook_boost": 0.1829949,
"playbook_citations": [
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"pb-seed-16869a3ac95216f8",
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]
},
{
"doc_id": "W500K-49897",
"chunk_text": "Adam D. Watson — Assembler in Indianapolis, IN. Skills: ISO 9001|conveyor ops|quality inspection|root cause analysis. Certs: OSHA-10. Archetype: flexible. Reliability: 0.75, Availability: 0.98",
"score": 0.74144185,
"sql_verified": true,
"playbook_boost": 0.1570614,
"playbook_citations": [
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]
},
{
"doc_id": "W500K-47104",
"chunk_text": "James S. Castillo — Assembler in Indianapolis, IN. Skills: CMM|SPC|batch processing|conveyor ops|quality inspection|root cause analysis. Certs: First Aid/CPR. Archetype: reliable. Reliability: 0.84, Availability: 0.76",
"score": 0.710456,
"sql_verified": true,
"playbook_boost": 0.10310957,
"playbook_citations": [
"pb-seed-66d37fc6946ae16d",
"pb-seed-4877dd9a31995eb3"
]
},
{
"doc_id": "W500K-45788",
"chunk_text": "Andre C. Brooks — Assembler in Indianapolis, IN. Skills: SPC|assembly|inspection|quality inspection|root cause analysis. Certs: OSHA-30|Forklift|Lockout/Tagout. Archetype: reliable. Reliability: 0.83, Availability: 0.64",
"score": 0.71038747,
"sql_verified": true,
"playbook_boost": 0.10310957,
"playbook_citations": [
"pb-seed-66d37fc6946ae16d",
"pb-seed-4877dd9a31995eb3"
]
},
{
"doc_id": "W500K-7814",
"chunk_text": "Jeffrey Walker — Assembler in Indianapolis, IN. Skills: 6S|CMM|ISO 9001|first article|gauge R&R|line work|quality inspection. Certs: none. Archetype: communicator. Reliability: 0.79, Availability: 0.85",
"score": 0.7010008,
"sql_verified": true,
"playbook_boost": 0.10310957,
"playbook_citations": [
"pb-seed-66d37fc6946ae16d",
"pb-seed-4877dd9a31995eb3"
]
},
{
"doc_id": "W500K-22818",
"chunk_text": "Nathan Q. Brooks — Assembler in Indianapolis, IN. Skills: ISO 9001|SPC|first article|labeling|quality inspection. Certs: none. Archetype: erratic. Reliability: 0.35, Availability: 0.53",
"score": 0.6852049,
"sql_verified": true
},
{
"doc_id": "W500K-23186",
"chunk_text": "Peter U. Green — Assembler in Indianapolis, IN. Skills: CMM|SPC|batch processing|inspection|labeling|line work. Certs: OSHA-10|OSHA-30|First Aid/CPR. Archetype: communicator. Reliability: 0.54, Availability: 0.69",
"score": 0.6644691,
"sql_verified": true,
"playbook_boost": 0.051412206,
"playbook_citations": [
"pb-seed-4877dd9a31995eb3"
]
},
{
"doc_id": "W500K-49577",
"chunk_text": "Linda V. Bailey — Assembler in Indianapolis, IN. Skills: CMM|ISO 9001|batch processing|first article|inspection|labeling|line work. Certs: Forklift|Reach Truck|ISO 9001. Archetype: specialist. Reliability: 0.66, Availability: 0.85",
"score": 0.64317006,
"sql_verified": true
},
{
"doc_id": "W500K-40851",
"chunk_text": "Lisa F. Cooper — Assembler in Indianapolis, IN. Skills: SPC|batch processing|conveyor ops|inspection|nonconformance|root cause analysis. Certs: OSHA-10|First Aid/CPR. Archetype: reliable. Reliability: 0.90, Availability: 0.71",
"score": 0.6415231,
"sql_verified": true
},
{
"doc_id": "W500K-17467",
"chunk_text": "Anna V. Nelson — Assembler in Indianapolis, IN. Skills: 6S|ISO 9001|conveyor ops|labeling|line work|quality inspection|root cause analysis. Certs: First Aid/CPR. Archetype: communicator. Reliability: 0.63, Availability: 0.62",
"score": 0.6387073,
"sql_verified": true
},
{
"doc_id": "W500K-23629",
"chunk_text": "Kenneth V. Murphy — Assembler in Indianapolis, IN. Skills: ISO 9001|conveyor ops|gauge R&R|inspection|labeling|lean manufacturing|line work|quality inspection|root cause analysis. Certs: Hazmat|Order Picker|Confined Space|Fire Safety. Archetype: specialist. Reliability: 0.89, Availability: 1.00",
"score": 0.6341957,
"sql_verified": true
},
{
"doc_id": "W500K-28155",
"chunk_text": "Michelle X. King — Assembler in Indianapolis, IN. Skills: CMM|assembly|conveyor ops|nonconformance. Certs: Forklift. Archetype: reliable. Reliability: 0.85, Availability: 0.65",
"score": 0.6275044,
"sql_verified": true
},
{
"doc_id": "W500K-37662",
"chunk_text": "Linda O. King — Assembler in Indianapolis, IN. Skills: CMM|SPC|batch processing|conveyor ops|gauge R&R|labeling|line work. Certs: OSHA-10|Forklift|Fire Safety. Archetype: communicator. Reliability: 0.78, Availability: 0.90",
"score": 0.6266242,
"sql_verified": true
},
{
"doc_id": "W500K-14524",
"chunk_text": "Heather Murphy — Assembler in Indianapolis, IN. Skills: 6S|ISO 9001|batch processing|lean manufacturing|line work|nonconformance|quality inspection. Certs: MSDS. Archetype: communicator. Reliability: 0.88, Availability: 0.92",
"score": 0.6250203,
"sql_verified": true
},
{
"doc_id": "W500K-10086",
"chunk_text": "Charles Davis — Assembler in Indianapolis, IN. Skills: SPC|batch processing|first article|gauge R&R|line work|root cause analysis. Certs: none. Archetype: reliable. Reliability: 0.87, Availability: 0.63",
"score": 0.6243317,
"sql_verified": true
}
],
"duration_ms": 296
},
"at": "2026-04-21T03:57:37.487Z"
},
{
"turn": 1,
"role": "reviewer",
"model": "qwen3:latest",
"kind": "critique",
"content": {
"kind": "critique",
"verdict": "continue",
"notes": "Executor is on a reasonable path. The hybrid_search query correctly filters for Assemblers in Indianapolis, IN with availability > 0.5. The results include valid candidates from the target location with the required role. Ensure that the final propose_done includes exactly one fill from these results and that it has been SQL-verified."
},
"at": "2026-04-21T03:57:39.328Z"
},
{
"turn": 2,
"role": "executor",
"model": "qwen3.5:latest",
"kind": "propose_done",
"content": {
"kind": "propose_done",
"fills": [
{
"candidate_id": "W500K-24626",
"name": "Jacob E. Bailey"
}
],
"rationale": "The hybrid_search returned 20 ranked candidates for 'Assembler' in Indianapolis, IN. Jacob E. Bailey (W500K-24626) is the top result with a score of 0.87. The task requires exactly 1 fill. Per strategy, verify the top candidate and propose. The candidate is not on the exclude list and meets the availability filter criteria."
},
"at": "2026-04-21T03:57:42.863Z"
},
{
"turn": 2,
"role": "reviewer",
"model": "qwen3:latest",
"kind": "critique",
"content": {
"kind": "critique",
"verdict": "approve_done",
"notes": "The propose_done meets all approval criteria: exactly 1 fill, Jacob E. Bailey (W500K-24626) is listed in the prior tool_result from Indianapolis, IN with role 'Assembler', and there is no indication of SQL verification needed. The candidate is valid and not on the exclude list."
},
"at": "2026-04-21T03:57:44.649Z"
},
{
"turn": 2,
"role": "reviewer",
"model": "qwen3:latest",
"kind": "consensus_done",
"content": {
"fills": [
{
"candidate_id": "W500K-24626",
"name": "Jacob E. Bailey"
}
]
},
"at": "2026-04-21T03:57:44.649Z"
}
]
}
]
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