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lakehouse/tests/multi-agent/playbooks/scenario-2026-04-21T01-59-30/report.md
root 41b0a99ed2 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>
2026-05-02 22:22:10 -05:00

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# Scenario retrospective — Parallel Machining, 2026-05-03
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 × 2 | 770 | ✓ 2 | 2 | 17.0 | 0 | 2 |
| 11:30 | recurring | Material Handler × 2 | 1094 | ✓ 2 | 2 | 10.0 | 0 | 3 |
| 09:00 | expansion | Warehouse Associate × 5 | 464 | ✓ 5 | 2 | 12.6 | 1 | 6 |
## Final roster
| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| undefined Miguel H. Martinez | 08:00 | Warehouse Associate | Kansas City, MO | confirmed |
| undefined Olivia T. Stewart | 08:00 | Warehouse Associate | Kansas City, MO | confirmed |
| undefined Jerry U. Bailey | 11:30 | Material Handler | Kansas City, MO | confirmed |
| undefined Omar G. Kelly | 11:30 | Material Handler | Kansas City, MO | confirmed |
| undefined Olivia T. Stewart | 09:00 | Warehouse Associate | Kansas City, MO | confirmed |
| undefined Sofia P. Jackson | 09:00 | Warehouse Associate | Kansas City, MO | confirmed |
| undefined Charles Ruiz | 09:00 | Warehouse Associate | Kansas City, MO | confirmed |
| undefined Ruth T. Alvarez | 09:00 | Warehouse Associate | Kansas City, MO | confirmed |
| undefined Carlos Ward | 09:00 | Warehouse Associate | Kansas City, MO | confirmed |
## Gap signals
### double_book
- **08:00** — undefined Olivia T. Stewart already booked for 08:00
- **11:30** — undefined Jerry U. Bailey already booked for 08:00
- **11:30** — undefined Omar G. Kelly already booked for 08:00
- **09:00** — undefined Olivia T. Stewart already booked for 08:00
- **09:00** — undefined Sofia P. Jackson already booked for 08:00
- **09:00** — undefined Charles Ruiz already booked for 08:00
- **09:00** — undefined Ruth T. Alvarez already booked for 08:00
- **09:00** — undefined Carlos Ward already booked for 08:00
### artifact
- **08:00** — undefined is not an object (evaluating 'f.reason.slice')
- **11:30** — undefined is not an object (evaluating 'f.reason.slice')
- **09:00** — undefined is not an object (evaluating 'f.reason.slice')
### fairness
- _cross-event_ — Miguel H. Martinez (undefined) booked 9 times today
### write_through_audit
- _post-run_ — playbook_memory has 1544 entries (ran 3 events, expected ≥ 3 new entries from this run)
## Workers touched across the week
8 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-25357 | Miguel H. Martinez | 08:00 baseline_fill | booked |
| W500K-33377 | Olivia T. Stewart | 08:00 baseline_fill + 09:00 expansion | booked |
| W500K-19130 | Jerry U. Bailey | 11:30 recurring | booked |
| W500K-16594 | Omar G. Kelly | 11:30 recurring | booked |
| W500K-43435 | Sofia P. Jackson | 09:00 expansion | booked |
| W500K-6203 | Charles Ruiz | 09:00 expansion | booked |
| W500K-41177 | Ruth T. Alvarez | 09:00 expansion | booked |
| W500K-6664 | Carlos Ward | 09:00 expansion | booked |
## 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 (29 workers examined) · recurring certifications: OSHA-10 (52%) · archetype mostly: communicator · reliability median 0.80 (range 0.59–1.00)
- **11:30 recurring** (Material Handler): Across 25 similar past playbooks (29 workers examined) · recurring certifications: OSHA-10 (52%) · archetype mostly: communicator · reliability median 0.80 (range 0.59–1.00)
- **09:00 expansion** (Warehouse Associate): Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (53%) · archetype mostly: communicator · reliability median 0.80 (range 0.59–1.00)
## Narrative
- 3/3 events reached consensus.
- Final roster: 9 bookings across 1 distinct workers.
- Workers touched (booked, failed, or otherwise decided): 8.
- Playbook citations across the day: 1 (proof the feedback loop fired across events).
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