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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{"after_event":"12:15","event_kind":"expansion","ok":true,"model":"gpt-oss:20b","duration_secs":10.901,"risk":"JSON parse error","hint":"Validate JSON structure, close braces, escape quotes, and test with a JSON linter before executing hybrid_search."}
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{"after_event":"15:45","event_kind":"misplacement","ok":true,"model":"gpt-oss:20b","duration_secs":11.83,"risk":"JSON parsing failure in tool call","hint":"Ensure JSON syntax is correct before invoking hybrid_search for Warehouse Associate in Toledo, OH. Validate tool call structure."}
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# Client emails — Riverfront Steel, 2026-04-21
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# Cross-day lesson — Riverfront Steel, 2026-04-21
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_Generated by `gpt-oss:20b` in 4.0s. Based on 5 events + 2 mid-day checkpoints._
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**
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Always validate the JSON payload before calling `hybrid_search`. Ensure all braces are closed, quotes are escaped, and the structure matches the expected schema—use a linter or schema validator in a sandbox first. Construct the JSON programmatically or via a template rather than embedding raw text in the tool call. This prevents parse errors that cause job failures.
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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` Overview(T3): `gpt-oss:20b`
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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 | 33.1 | 0 | 1 |
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| 10:30 | recurring | Machine Operator × 2 | - | ✗ 0 | 0 | 35.1 | 0 | 1 |
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| 12:15 | expansion | Forklift Operator × 5 | - | ✗ 0 | 0 | 55.3 | 0 | 1 |
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| 14:00 | emergency | Loader × 4 | - | ✗ 0 | 0 | 14.7 | 0 | 1 |
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| 15:45 | misplacement | Warehouse Associate × 1 | - | ✗ 0 | 0 | 28.8 | 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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## Gap signals
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### drift_or_tool
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- **08:00** — invalid JSON from executor: JSON Parse error: Expected ']' | raw: {"kind":"plan","steps":["TOOL_CALL",{"tool":"sql","args":{"query":"SELECT worker_id, name, role, city, state FROM workers_500k WHERE worker_id = '49164'"}},"TOOL_CALL",{"tool":"hybrid_search","args":{"index_name":"workers_500k_v1","sql_filter":"CAST(availability AS DOUBLE) > 0.5 AND role = 'Warehous
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- **10:30** — invalid JSON from executor: JSON Parse error: Expected ']' | raw: {"kind":"plan","steps":["TOOL_CALL hybrid_search({'index_name':'workers_500k_v1','sql_filter':'role = 'Machine Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5'})","TOOL_CALL sql({'query':'SELECT worker_id, name, role, city, state FROM workers_500k WHERE worker_i
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- **12:15** — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"tool_call","tool":"hybrid_search",
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"args":{"index_name":"workers_500k_v1","sql_filter":"role = 'Forklift Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75 AND NOT worker_id IN (W500K-22375, W500K-19588, W500K-28024,
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- **14:00** — aborted — 3 consecutive drift flags
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- **15:45** — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"tool_call","tool":"hybrid_search",
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"args":{"index_name":"workers_500k_v1","sql_filter":"role = 'Warehouse Associate' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND worker_id NOT IN (CANDIDATES SURFACED SO FAR)",
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"rationale":"Find a reliable Warehouse Associa
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### write_through_audit
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- _post-run_ — playbook_memory has 1163 entries (ran 5 events, expected ≥ 0 new entries from this run)
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## Workers touched across the week
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0 distinct workers made it through to a decision. Every one is accounted for below — no-shows flagged, rebookings noted, everyone visible.
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| Worker ID | Name | Events | Outcome |
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|---|---|---|---|
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## Discovered patterns (meta-index)
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What the system identified across semantically-similar past fills as each event ran:
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- **08:00 baseline_fill** (Warehouse Associate): —
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- **10:30 recurring** (Machine Operator): —
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- **12:15 expansion** (Forklift Operator): —
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- **14:00 emergency** (Loader): —
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- **15:45 misplacement** (Warehouse Associate): —
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## Narrative
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- 0/5 events reached consensus.
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- Final roster: 0 bookings across 0 distinct workers.
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- Workers touched (booked, failed, or otherwise decided): 0.
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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, 10:30 recurring, 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": 33.137,
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"error": "invalid JSON from executor: JSON Parse error: Expected ']' | raw: {\"kind\":\"plan\",\"steps\":[\"TOOL_CALL\",{\"tool\":\"sql\",\"args\":{\"query\":\"SELECT worker_id, name, role, city, state FROM workers_500k WHERE worker_id = '49164'\"}},\"TOOL_CALL\",{\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"CAST(availability AS DOUBLE) > 0.5 AND role = 'Warehous",
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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\":[\"TOOL_CALL\",{\"tool\":\"sql\",\"args\":{\"query\":\"SELECT worker_id, name, role, city, state FROM workers_500k WHERE worker_id = '49164'\"}},\"TOOL_CALL\",{\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"CAST(availability AS DOUBLE) > 0.5 AND role = 'Warehous"
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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": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 35.123,
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"error": "invalid JSON from executor: JSON Parse error: Expected ']' | raw: {\"kind\":\"plan\",\"steps\":[\"TOOL_CALL hybrid_search({'index_name':'workers_500k_v1','sql_filter':'role = 'Machine Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5'})\",\"TOOL_CALL sql({'query':'SELECT worker_id, name, role, city, state FROM workers_500k WHERE worker_i",
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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\":[\"TOOL_CALL hybrid_search({'index_name':'workers_500k_v1','sql_filter':'role = 'Machine Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5'})\",\"TOOL_CALL sql({'query':'SELECT worker_id, name, role, city, state FROM workers_500k WHERE worker_i"
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]
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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": 55.269,
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"error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\n\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Forklift Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75 AND NOT worker_id IN (W500K-22375, W500K-19588, W500K-28024, ",
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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\",\n\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Forklift Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75 AND NOT worker_id IN (W500K-22375, W500K-19588, W500K-28024, "
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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": 14.719,
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"error": "aborted — 3 consecutive drift flags",
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"gap_signals": [
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"drift_or_tool: aborted — 3 consecutive drift flags"
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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": 28.761,
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"error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\n\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Warehouse Associate' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND worker_id NOT IN (CANDIDATES SURFACED SO FAR)\",\n\"rationale\":\"Find a reliable Warehouse Associa",
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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\",\n\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Warehouse Associate' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND worker_id NOT IN (CANDIDATES SURFACED SO FAR)\",\n\"rationale\":\"Find a reliable Warehouse Associa"
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]
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}
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]
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[]
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# SMS drafts — Riverfront Steel, 2026-04-21
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Reference in New Issue
Block a user