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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# Client emails — Riverfront Steel, 2026-04-21
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# Scenario retrospective — Riverfront Steel, 2026-04-21
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Executor: `qwen2.5: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 | 6.4 | 0 | 1 |
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| 10:30 | recurring | Machine Operator × 2 | - | ✗ 0 | 0 | 16.8 | 0 | 1 |
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| 12:15 | expansion | Forklift Operator × 5 | - | ✗ 0 | 0 | 7.2 | 0 | 1 |
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| 14:00 | emergency | Loader × 4 | - | ✗ 0 | 0 | 54.0 | 0 | 1 |
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| 15:45 | misplacement | Warehouse Associate × 1 | - | ✗ 0 | 0 | 49.3 | 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":"tool_call","tool":"sql","args":{"query":"SELECT worker_id, name FROM workers_500k_v1 WHERE role = 'Warehouse Associate' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 LIMIT 3"},"rationale":"verify top candidates via SQL query")}
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- **10:30** — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"tool_call","tool":"hybrid_search","args":{"index_name":"workers_500k_v1","sql_filter":"role = 'Machine Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND reliability >= 0.7","question":"machine operator Toledo OH high reliability","k":2}
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- **12:15** — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"tool_call","tool":"sql","args":{"query":"SELECT worker_id FROM workers_500k_v1 WHERE role = 'Forklift Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75 LIMIT 5"},"rationale":"verify top candidates via SQL query to me
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- **14:00** — no consensus after 14 turns
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- **15:45** — no consensus after 14 turns
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### write_through_audit
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- _post-run_ — playbook_memory has 165 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": 6.434,
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"error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"sql\",\"args\":{\"query\":\"SELECT worker_id, name FROM workers_500k_v1 WHERE role = 'Warehouse Associate' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 LIMIT 3\"},\"rationale\":\"verify top candidates via SQL query\")}",
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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\":\"sql\",\"args\":{\"query\":\"SELECT worker_id, name FROM workers_500k_v1 WHERE role = 'Warehouse Associate' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 LIMIT 3\"},\"rationale\":\"verify top candidates via SQL query\")}"
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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": 16.752,
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"error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Machine Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND reliability >= 0.7\",\"question\":\"machine operator Toledo OH high reliability\",\"k\":2}",
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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\":\"role = 'Machine Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND reliability >= 0.7\",\"question\":\"machine operator Toledo OH high reliability\",\"k\":2}"
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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": 7.181,
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"error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"sql\",\"args\":{\"query\":\"SELECT worker_id FROM workers_500k_v1 WHERE role = 'Forklift Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75 LIMIT 5\"},\"rationale\":\"verify top candidates via SQL query to me",
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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\":\"sql\",\"args\":{\"query\":\"SELECT worker_id FROM workers_500k_v1 WHERE role = 'Forklift Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75 LIMIT 5\"},\"rationale\":\"verify top candidates via SQL query to me"
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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": 54.028,
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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": 49.298,
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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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[]
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# SMS drafts — Riverfront Steel, 2026-04-21
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