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>
This commit is contained in:
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{"at":"10:30","kind":"recurring","operation":"fill: Machine Operator x2 in Toledo, OH","fills":[{"candidate_id":"W500K-29048","name":"Raymond G. Ward","reason":"Raymond has a high availability score (0.9033) and relevant skills for the Machine Operator position in Toledo, OH. He is also endorsed by past similar fills."},{"candidate_id":"W500K-20613","name":"Pamela V. Green","reason":"Pamela has a high availability score (0.8496) and relevant skills for the Machine Operator position in Toledo, OH. She is also endorsed by past similar fills."}],"turns":5,"duration_secs":12.051,"pool_size":997,"playbook_citations":[]}
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# Client emails — Riverfront Steel, 2026-04-21
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## 10:30 recurring — Machine Operator x2
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Subject: 2 Filled
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Dear Riverfront Steel Team,
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We are pleased to confirm that we have filled both Machine Operator roles for your Tuesday/Thursday shifts starting at 11:00 AM.
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- Raymond G. Ward
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- Pamela V. Green
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Both candidates have high availability scores and relevant experience. Please note this is a recurring slot, and prior workers may still be available.
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Best regards,
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Dispatch Team Lakehouse
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# Scenario retrospective — Riverfront Steel, 2026-04-21
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Executor: `mistral:latest` Reviewer: `qwen2.5:latest` Draft: `qwen2.5:latest`
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## Events
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| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
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|---|---|---|---|---|---|---|---|---|
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| 08:00 | baseline_fill | Warehouse Associate × 3 | - | ✗ 0 | 0 | 28.9 | 0 | 1 |
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| 10:30 | recurring | Machine Operator × 2 | 997 | ✓ 2 | 5 | 12.1 | 0 | 1 |
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| 12:15 | expansion | Forklift Operator × 5 | - | ✗ 0 | 0 | 20.3 | 0 | 1 |
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| 14:00 | emergency | Loader × 4 | - | ✗ 0 | 0 | 35.7 | 0 | 1 |
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| 15:45 | misplacement | Warehouse Associate × 1 | - | ✗ 0 | 0 | 11.5 | 0 | 1 |
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## Final roster
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| Worker | Booked | Role | City, ST | Status |
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|---|---|---|---|---|
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| undefined Raymond G. Ward | 10:30 | Machine Operator | Toledo, OH | confirmed |
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| undefined Pamela V. Green | 10:30 | Machine Operator | Toledo, OH | confirmed |
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## Gap signals
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### drift_or_tool
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- **08:00** — invalid JSON from executor: JSON Parse error: Unable to parse JSON string | raw: {"kind":"plan","steps":["Verify one candidate from the current list using sql tool for SQL verification.","Propose_done with top 3 candidates who are Warehouse Associates in Toledo, OH."]}
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{"kind":"tool_call","tool":"sql","args":{"query":"SELECT worker_id, name, role, city, state, availability FROM
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- **12:15** — invalid JSON from executor: JSON Parse error: Expected ']' | raw: {"kind":"plan","steps":["1. Use hybrid_search to find Forklift Operators in Toledo, OH with high engagement and communications scores who are available for work at Riverfront Steel starting at 01:00 PM. The search should prioritize workers with team/collaboration signals (engagement, communications
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- **14:00** — no consensus after 14 turns
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- **15:45** — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"tool_call","tool":"hybrid_search", "args":{"index_name":"workers_500k_v1","sql_filter":"LOWER(role) LIKE '%warehouse%' AND city = 'Toledo' AND state = 'OH' AND availability > 0.5 AND shift = '08:00' AND worker_id NOT IN [, ] AND worker_id NOT IN ["EXCLUDE_WORKERS_ID1", "EXCLUDE_WORKERS_ID2"
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### double_book
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- **10:30** — undefined Pamela V. Green already booked for 10:30
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### fairness
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- _cross-event_ — Raymond G. Ward (undefined) booked 2 times today
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### write_through_audit
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- _post-run_ — playbook_memory has 33 entries (ran 5 events, expected ≥ 1 new entries from this run)
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## Narrative
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- 1/5 events reached consensus.
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- Final roster: 2 bookings across 1 distinct workers.
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- Playbook citations across the day: 0 (proof the feedback loop fired across events).
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- Dropped events: 08:00 baseline_fill, 12:15 expansion, 14:00 emergency, 15:45 misplacement.
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[
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{
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"event": {
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"kind": "baseline_fill",
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"at": "08:00",
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"role": "Warehouse Associate",
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"count": 3,
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"city": "Toledo",
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"state": "OH",
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"shift_start": "08:00 AM",
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"scenario_note": "Regular Monday morning shift, 8-hour."
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},
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"ok": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 28.888,
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"error": "invalid JSON from executor: JSON Parse error: Unable to parse JSON string | raw: {\"kind\":\"plan\",\"steps\":[\"Verify one candidate from the current list using sql tool for SQL verification.\",\"Propose_done with top 3 candidates who are Warehouse Associates in Toledo, OH.\"]}\n{\"kind\":\"tool_call\",\"tool\":\"sql\",\"args\":{\"query\":\"SELECT worker_id, name, role, city, state, availability FROM ",
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"gap_signals": [
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"drift_or_tool: invalid JSON from executor: JSON Parse error: Unable to parse JSON string | raw: {\"kind\":\"plan\",\"steps\":[\"Verify one candidate from the current list using sql tool for SQL verification.\",\"Propose_done with top 3 candidates who are Warehouse Associates in Toledo, OH.\"]}\n{\"kind\":\"tool_call\",\"tool\":\"sql\",\"args\":{\"query\":\"SELECT worker_id, name, role, city, state, availability FROM "
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]
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},
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{
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"event": {
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"kind": "recurring",
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"at": "10:30",
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"role": "Machine Operator",
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"count": 2,
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"city": "Toledo",
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"state": "OH",
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"shift_start": "11:00 AM",
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"scenario_note": "Recurring Tuesday/Thursday slot — prior workers may still be available."
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},
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"ok": true,
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"fills": [
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{
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"candidate_id": "W500K-29048",
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"name": "Raymond G. Ward",
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"reason": "Raymond has a high availability score (0.9033) and relevant skills for the Machine Operator position in Toledo, OH. He is also endorsed by past similar fills."
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},
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{
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"candidate_id": "W500K-20613",
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"name": "Pamela V. Green",
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"reason": "Pamela has a high availability score (0.8496) and relevant skills for the Machine Operator position in Toledo, OH. She is also endorsed by past similar fills."
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}
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],
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"turns": 5,
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"duration_secs": 12.051,
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"gap_signals": [
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"double_book: undefined Pamela V. Green already booked for 10:30"
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],
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"sources_first_score": 0.6692528,
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"sources_last_score": 0.64494026,
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"pool_size": 997,
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"playbook_citations": []
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},
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{
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"event": {
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"kind": "expansion",
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"at": "12:15",
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"role": "Forklift Operator",
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"count": 5,
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"city": "Toledo",
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"state": "OH",
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"shift_start": "01:00 PM",
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"scenario_note": "New warehouse location opening, five-worker team needed."
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},
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"ok": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 20.342,
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"error": "invalid JSON from executor: JSON Parse error: Expected ']' | raw: {\"kind\":\"plan\",\"steps\":[\"1. Use hybrid_search to find Forklift Operators in Toledo, OH with high engagement and communications scores who are available for work at Riverfront Steel starting at 01:00 PM. The search should prioritize workers with team/collaboration signals (engagement, communications ",
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"gap_signals": [
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"drift_or_tool: invalid JSON from executor: JSON Parse error: Expected ']' | raw: {\"kind\":\"plan\",\"steps\":[\"1. Use hybrid_search to find Forklift Operators in Toledo, OH with high engagement and communications scores who are available for work at Riverfront Steel starting at 01:00 PM. The search should prioritize workers with team/collaboration signals (engagement, communications "
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]
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},
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{
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"event": {
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"kind": "emergency",
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"at": "14:00",
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"role": "Loader",
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"count": 4,
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"city": "Toledo",
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"state": "OH",
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"shift_start": "04:00 PM same day",
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"deadline": "16:00",
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"scenario_note": "Walkoff incident — replacement crew needed by 16:00 sharp."
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},
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"ok": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 35.727,
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"error": "no consensus after 14 turns",
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"gap_signals": [
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"drift_or_tool: no consensus after 14 turns"
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]
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},
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{
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"event": {
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"kind": "misplacement",
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"at": "15:45",
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"role": "Warehouse Associate",
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"count": 1,
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"city": "Toledo",
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"state": "OH",
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"shift_start": "remainder of 08:00 shift",
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"scenario_note": "One worker from the 08:00 fill didn't show; rebuild the gap.",
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"replaces_event": "08:00"
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},
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"ok": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 11.518,
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"error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\", \"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"LOWER(role) LIKE '%warehouse%' AND city = 'Toledo' AND state = 'OH' AND availability > 0.5 AND shift = '08:00' AND worker_id NOT IN [, ] AND worker_id NOT IN [\"EXCLUDE_WORKERS_ID1\", \"EXCLUDE_WORKERS_ID2\"",
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"gap_signals": [
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"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\":\"LOWER(role) LIKE '%warehouse%' AND city = 'Toledo' AND state = 'OH' AND availability > 0.5 AND shift = '08:00' AND worker_id NOT IN [, ] AND worker_id NOT IN [\"EXCLUDE_WORKERS_ID1\", \"EXCLUDE_WORKERS_ID2\""
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]
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}
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]
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@@ -0,0 +1,18 @@
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[
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{
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"name": "Raymond G. Ward",
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"booked_for": "10:30",
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"role": "Machine Operator",
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"city": "Toledo",
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"state": "OH",
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"status": "confirmed"
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},
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{
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"name": "Pamela V. Green",
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"booked_for": "10:30",
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"role": "Machine Operator",
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"city": "Toledo",
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"state": "OH",
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"status": "confirmed"
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}
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]
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@@ -0,0 +1,11 @@
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# SMS drafts — Riverfront Steel, 2026-04-21
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## 10:30 recurring — Machine Operator x2 in Toledo, OH
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TO: Raymond G. Ward
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Confirming your Machine Operator shift at Riverfront Steel in Toledo, OH starting at 11:00 AM on Tuesday/Thursday. Still available!
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---
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TO: Pamela V. Green
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Your Machine Operator shift at Riverfront Steel in Toledo, OH starts at 11:00 AM on Tuesday/Thursday. Confirm your availability please.
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