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>
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4.5 KiB
Scenario retrospective — Great Lakes Mfg, 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: 3 (from 2026-04-23, 2026-04-22, 2026-04-21)
Events
| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
|---|---|---|---|---|---|---|---|---|
| 13:00 | baseline_fill | Material Handler × 2 | 1066 | ✓ 2 | 3 | 25.0 | 0 | 2 |
| 14:30 | recurring | Assembler × 2 | 869 | ✓ 2 | 2 | 10.6 | 0 | 3 |
| 10:30 | emergency | Material Handler × 3 | 717 | ✓ 3 | 2 | 11.3 | 0 | 4 |
| 13:30 | misplacement | Shipping Clerk × 1 | 579 | ✓ 1 | 3 | 28.5 | 0 | 2 |
Final roster
| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| undefined Jennifer C. Morales | 13:00 | Material Handler | Cincinnati, OH | no_show |
| undefined Christine A. Miller | 13:00 | Material Handler | Cincinnati, OH | confirmed |
| undefined Amy Q. Lewis | 14:30 | Assembler | Cincinnati, OH | confirmed |
| undefined Cynthia R. Anderson | 14:30 | Assembler | Cincinnati, OH | confirmed |
| undefined Malik King | 10:30 | Material Handler | Cincinnati, OH | confirmed |
| undefined Miguel Morris | 10:30 | Material Handler | Cincinnati, OH | confirmed |
| undefined Lauren H. Moore | 10:30 | Material Handler | Cincinnati, OH | confirmed |
| undefined Mei X. Jimenez | 13:30 | Shipping Clerk | Cincinnati, OH | confirmed |
Gap signals
double_book
- 13:00 — undefined Christine A. Miller already booked for 13:00
- 14:30 — undefined Amy Q. Lewis already booked for 13:00
- 14:30 — undefined Cynthia R. Anderson already booked for 13:00
- 10:30 — undefined Malik King already booked for 13:00
- 10:30 — undefined Miguel Morris already booked for 13:00
- 10:30 — undefined Lauren H. Moore already booked for 13:00
- 13:30 — undefined Mei X. Jimenez already booked for 13:00
artifact
- 13:00 — undefined is not an object (evaluating 'f.reason.slice')
- 14:30 — undefined is not an object (evaluating 'f.reason.slice')
- 10:30 — undefined is not an object (evaluating 'f.reason.slice')
- 13:30 — undefined is not an object (evaluating 'f.reason.slice')
fairness
- cross-event — Jennifer C. Morales (undefined) booked 7 times today
write_through_audit
- post-run — playbook_memory has 1525 entries (ran 4 events, expected ≥ 4 new entries from this run)
Workers touched across the week
9 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 |
|---|---|---|---|
| 33620 | Jennifer C. Morales | 13:00 baseline_fill | booked |
| 26312 | Christine A. Miller | 13:00 baseline_fill | booked |
| W500K-23650 | Amy Q. Lewis | 14:30 recurring | booked |
| W500K-38133 | Cynthia R. Anderson | 14:30 recurring | booked |
| W500K-10726 | Malik King | 10:30 emergency | booked |
| W500K-2559 | Miguel Morris | 10:30 emergency | booked |
| W500K-29283 | Lauren H. Moore | 10:30 emergency | booked |
| 31665 | Mei X. Jimenez | 13:30 misplacement | booked |
| undefined | Jennifer C. Morales | 13:00 | no_show |
Discovered patterns (meta-index)
What the system identified across semantically-similar past fills as each event ran:
- 13:00 baseline_fill (Material Handler): Across 25 similar past playbooks (15 workers examined) · recurring certifications: OSHA-10 (60%) · archetype mostly: flexible · reliability median 0.83 (range 0.59–1.00)
- 14:30 recurring (Assembler): Across 25 similar past playbooks (15 workers examined) · recurring certifications: OSHA-10 (60%) · archetype mostly: flexible · reliability median 0.83 (range 0.59–1.00)
- 10:30 emergency (Material Handler): Across 25 similar past playbooks (17 workers examined) · recurring certifications: OSHA-10 (53%) · recurring skills: 6S (41%) · archetype mostly: communicator · reliability median 0.83 (range 0.59–1.00)
- 13:30 misplacement (Shipping Clerk): Across 25 similar past playbooks (17 workers examined) · recurring certifications: OSHA-10 (53%) · recurring skills: 6S (41%) · archetype mostly: communicator · reliability median 0.83 (range 0.59–1.00)
Narrative
- 4/4 events reached consensus.
- Final roster: 8 bookings across 1 distinct workers.
- Workers touched (booked, failed, or otherwise decided): 9.
- Playbook citations across the day: 0 (proof the feedback loop fired across events).