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>
3.3 KiB
3.3 KiB
Scenario retrospective — Riverfront Steel, 2026-04-21
Executor: mistral:latest Reviewer: qwen2.5:latest Draft: qwen2.5:latest Overview(T3): gpt-oss:20b
Events
| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
|---|---|---|---|---|---|---|---|---|
| 08:00 | baseline_fill | Warehouse Associate × 3 | 770 | ✓ 3 | 5 | 19.5 | 0 | 2 |
| 10:30 | recurring | Machine Operator × 2 | - | ✗ 0 | 0 | 49.0 | 0 | 1 |
| 12:15 | expansion | Forklift Operator × 5 | - | ✗ 0 | 0 | 2.8 | 0 | 1 |
| 14:00 | emergency | Loader × 4 | - | ✗ 0 | 0 | 48.9 | 0 | 1 |
| 15:45 | misplacement | Warehouse Associate × 1 | - | ✗ 0 | 0 | 47.8 | 0 | 1 |
Final roster
| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| undefined Christopher Y. Phillips | 08:00 | Warehouse Associate | Toledo, OH | no_show |
| undefined Fatima U. Rivera | 08:00 | Warehouse Associate | Toledo, OH | confirmed |
| undefined Janet E. Hill | 08:00 | Warehouse Associate | Toledo, OH | confirmed |
Gap signals
double_book
- 08:00 — undefined Fatima U. Rivera already booked for 08:00
- 08:00 — undefined Janet E. Hill already booked for 08:00
drift_or_tool
- 10:30 — no consensus after 14 turns
- 12:15 — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"tool_call","tool":"hybrid_search", "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 worker_id NOT IN (42319, 68741, 34927)", "rationale":"Se
- 14:00 — no consensus after 14 turns
- 15:45 — no consensus after 14 turns
fairness
- cross-event — Christopher Y. Phillips (undefined) booked 2 times today
write_through_audit
- post-run — playbook_memory has 1163 entries (ran 5 events, expected ≥ 1 new entries from this run)
Workers touched across the week
4 distinct workers made it through to a decision. Every one is accounted for below — no-shows flagged, rebookings noted, everyone visible.
| Worker ID | Name | Events | Outcome |
|---|---|---|---|
| W500K-49164 | Christopher Y. Phillips | 08:00 baseline_fill | booked |
| W500K-34704 | Fatima U. Rivera | 08:00 baseline_fill | booked |
| W500K-40928 | Janet E. Hill | 08:00 baseline_fill | booked |
| undefined | Christopher Y. Phillips | 08:00 | no_show |
Discovered patterns (meta-index)
What the system identified across semantically-similar past fills as each event ran:
- 08:00 baseline_fill (Warehouse Associate): Across 25 similar past playbooks (6 workers examined) · recurring certifications: Forklift (67%), OSHA-10 (50%) · recurring skills: mill (50%), 6S (50%) · archetype mostly: communicator · reliability median 0.83 (range 0.75–0.96)
- 10:30 recurring (Machine Operator): —
- 12:15 expansion (Forklift Operator): —
- 14:00 emergency (Loader): —
- 15:45 misplacement (Warehouse Associate): —
Narrative
- 1/5 events reached consensus.
- Final roster: 3 bookings across 1 distinct workers.
- Workers touched (booked, failed, or otherwise decided): 4.
- Playbook citations across the day: 0 (proof the feedback loop fired across events).
- Dropped events: 10:30 recurring, 12:15 expansion, 14:00 emergency, 15:45 misplacement.