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>
4.9 KiB
4.9 KiB
Scenario retrospective — Riverfront Steel, 2026-04-21
Executor: qwen3.5:latest Reviewer: qwen3:latest Draft: qwen2.5:latest Overview(T3): gpt-oss:20b
Prior lessons loaded into executor context: 0 (baseline — no prior T3 history)
Events
| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
|---|---|---|---|---|---|---|---|---|
| 08:00 | baseline_fill | Warehouse Associate × 3 | 770 | ✓ 3 | 4 | 22.1 | 0 | 2 |
| 10:30 | recurring | Machine Operator × 2 | 997 | ✓ 2 | 3 | 18.1 | 1 | 2 |
| 12:15 | expansion | Forklift Operator × 5 | - | ✗ 0 | 0 | 42.0 | 0 | 1 |
| 14:00 | emergency | Loader × 4 | 380 | ✓ 4 | 3 | 25.6 | 1 | 4 |
| 15:45 | misplacement | Warehouse Associate × 1 | 770 | ✓ 1 | 3 | 14.5 | 0 | 1 |
Final roster
| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| undefined Patrick Ross | 08:00 | Warehouse Associate | Toledo, OH | no_show |
| undefined Olivia Y. Howard | 08:00 | Warehouse Associate | Toledo, OH | confirmed |
| undefined Deborah X. Sanchez | 08:00 | Warehouse Associate | Toledo, OH | confirmed |
| undefined Robert W. Gonzalez | 10:30 | Machine Operator | Toledo, OH | confirmed |
| undefined Carmen Z. Rodriguez | 10:30 | Machine Operator | Toledo, OH | confirmed |
| undefined Mary R. Richardson | 14:00 | Loader | Toledo, OH | confirmed |
| undefined Brian X. Price | 14:00 | Loader | Toledo, OH | confirmed |
| undefined Raj Torres | 14:00 | Loader | Toledo, OH | confirmed |
| undefined George V. Stewart | 14:00 | Loader | Toledo, OH | confirmed |
| undefined Patrick Ross | 15:45 | Warehouse Associate | Toledo, OH | confirmed |
Gap signals
double_book
- 08:00 — undefined Olivia Y. Howard already booked for 08:00
- 08:00 — undefined Deborah X. Sanchez already booked for 08:00
- 10:30 — undefined Robert W. Gonzalez already booked for 08:00
- 10:30 — undefined Carmen Z. Rodriguez already booked for 08:00
- 14:00 — undefined Mary R. Richardson already booked for 08:00
- 14:00 — undefined Brian X. Price already booked for 08:00
- 14:00 — undefined Raj Torres already booked for 08:00
- 14:00 — undefined George V. Stewart already booked for 08:00
- 15:45 — undefined Patrick Ross already booked for 08:00
drift_or_tool
- 12:15 — aborted — 3 consecutive drift flags
fairness
- cross-event — Patrick Ross (undefined) booked 9 times today
write_through_audit
- post-run — playbook_memory has 1351 entries (ran 5 events, expected ≥ 4 new entries from this run)
Workers touched across the week
11 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-7079 | Patrick Ross | 08:00 baseline_fill | booked |
| W500K-48488 | Olivia Y. Howard | 08:00 baseline_fill | booked |
| W500K-39023 | Deborah X. Sanchez | 08:00 baseline_fill | booked |
| W500K-29298 | Robert W. Gonzalez | 10:30 recurring | booked |
| W500K-19759 | Carmen Z. Rodriguez | 10:30 recurring | booked |
| 15305 | Mary R. Richardson | 14:00 emergency | booked |
| 16975 | Brian X. Price | 14:00 emergency | booked |
| 12325 | Raj Torres | 14:00 emergency | booked |
| 19495 | George V. Stewart | 14:00 emergency | booked |
| 7079 | Patrick Ross | 15:45 misplacement | booked |
| undefined | Patrick Ross | 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): Across 25 similar past playbooks (6 workers examined) · recurring certifications: Forklift (67%), OSHA-10 (50%) · recurring skills: mill (50%), 6S (50%) · archetype mostly: leader · reliability median 0.83 (range 0.75–0.96)
- 12:15 expansion (Forklift Operator): —
- 14:00 emergency (Loader): Across 25 similar past playbooks (6 workers examined) · recurring certifications: Forklift (67%), OSHA-10 (50%) · recurring skills: 6S (50%), mill (50%) · archetype mostly: leader · reliability median 0.83 (range 0.75–0.96)
- 15:45 misplacement (Warehouse Associate): Across 25 similar past playbooks (11 workers examined) · recurring certifications: Forklift (64%), OSHA-10 (55%) · archetype mostly: communicator · reliability median 0.78 (range 0.53–0.96)
Narrative
- 4/5 events reached consensus.
- Final roster: 10 bookings across 1 distinct workers.
- Workers touched (booked, failed, or otherwise decided): 11.
- Playbook citations across the day: 2 (proof the feedback loop fired across events).
- Dropped events: 12:15 expansion.