41b0a99ed2
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>
3.8 KiB
3.8 KiB
Scenario retrospective — Midway Distribution — Joliet DC Ramp, 2026-04-23
Executor: qwen3.5:latest Reviewer: qwen3:latest Draft: qwen2.5:latest Overview(T3): gpt-oss:120b (cloud)
Prior lessons loaded into executor context: 3 (from 2026-05-10, 2026-05-02, 2026-05-01)
Events
| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
|---|---|---|---|---|---|---|---|---|
| 07:00 | baseline_fill | Warehouse Associate × 5 | 821 | ✓ 5 | 2 | 15.3 | 4 | 4 |
| 10:00 | recurring | Forklift Operator × 3 | - | ✗ 0 | 0 | 15.7 | 0 | 1 |
| 12:30 | expansion | Picker × 4 | - | ✗ 0 | 0 | 25.3 | 0 | 1 |
| 15:00 | misplacement | Forklift Operator × 1 | 1178 | ✓ 1 | 3 | 16.4 | 7 | 1 |
Final roster
| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| undefined Mary H. King | 07:00 | Warehouse Associate | Joliet, IL | confirmed |
| undefined Emily E. Powell | 07:00 | Warehouse Associate | Joliet, IL | confirmed |
| undefined Nathan Y. Miller | 07:00 | Warehouse Associate | Joliet, IL | confirmed |
| undefined Andre Davis | 07:00 | Warehouse Associate | Joliet, IL | confirmed |
| undefined Kelly L. Nelson | 07:00 | Warehouse Associate | Joliet, IL | confirmed |
| undefined Joshua Taylor | 15:00 | Forklift Operator | Joliet, IL | confirmed |
Gap signals
double_book
- 07:00 — undefined Emily E. Powell already booked for 07:00
- 07:00 — undefined Nathan Y. Miller already booked for 07:00
- 07:00 — undefined Andre Davis already booked for 07:00
- 07:00 — undefined Kelly L. Nelson already booked for 07:00
- 15:00 — undefined Joshua Taylor already booked for 07:00
drift_or_tool
- 10:00 — invalid JSON from executor: JSON Parse error: Unable to parse JSON string | raw: {"kind":"tool_call","tool":"hybrid_search","args":{"index_name":"workers_500k_v1","sql_filter":"role = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5","question":"recurring forklift operator Joliet IL","k":15},"rationale":"Execute the canonical hybrid
- 12:30 — aborted — 3 consecutive drift flags
fairness
- cross-event — Mary H. King (undefined) booked 6 times today
write_through_audit
- post-run — playbook_memory has 1632 entries (ran 4 events, expected ≥ 2 new entries from this run)
Workers touched across the week
6 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-37707 | Mary H. King | 07:00 baseline_fill | booked |
| W500K-23612 | Emily E. Powell | 07:00 baseline_fill | booked |
| W500K-16430 | Nathan Y. Miller | 07:00 baseline_fill | booked |
| W500K-2245 | Andre Davis | 07:00 baseline_fill | booked |
| W500K-23801 | Kelly L. Nelson | 07:00 baseline_fill | booked |
| 2372 | Joshua Taylor | 15:00 misplacement | booked |
Discovered patterns (meta-index)
What the system identified across semantically-similar past fills as each event ran:
- 07:00 baseline_fill (Warehouse Associate): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: leader · reliability median 0.80 (range 0.34–1.00)
- 10:00 recurring (Forklift Operator): —
- 12:30 expansion (Picker): —
- 15:00 misplacement (Forklift Operator): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)
Narrative
- 2/4 events reached consensus.
- Final roster: 6 bookings across 1 distinct workers.
- Workers touched (booked, failed, or otherwise decided): 6.
- Playbook citations across the day: 11 (proof the feedback loop fired across events).
- Dropped events: 10:00 recurring, 12:30 expansion.