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 — Midway Distribution — Joliet DC Ramp, 2026-04-26
Executor: `qwen3.5:latest` Reviewer: `qwen3:latest` Draft: `qwen2.5:latest` Overview(T3): `gpt-oss:120b`
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 | 16.5 | 5 | 4 |
| 10:00 | recurring | Forklift Operator × 3 | 1178 | ✓ 3 | 2 | 14.1 | 8 | 3 |
| 12:30 | expansion | Picker × 4 | - | ✗ 0 | 0 | 23.5 | 0 | 1 |
| 15:00 | misplacement | Forklift Operator × 1 | 1178 | ✓ 1 | 3 | 17.3 | 9 | 1 |
## Final roster
| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| undefined Mary H. King | 07:00 | Warehouse Associate | Joliet, IL | no_show |
| 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 | 10:00 | Forklift Operator | Joliet, IL | confirmed |
| undefined Lauren F. Adams | 10:00 | Forklift Operator | Joliet, IL | confirmed |
| undefined Joyce D. Reyes | 10:00 | Forklift Operator | 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
- **10:00** — undefined Joshua Taylor already booked for 07:00
- **10:00** — undefined Lauren F. Adams already booked for 07:00
- **10:00** — undefined Joyce D. Reyes already booked for 07:00
- **15:00** — undefined Joshua Taylor already booked for 07:00
### drift_or_tool
- **12:30** — aborted — 3 consecutive drift flags
### fairness
- _cross-event_ — Mary H. King (undefined) booked 8 times today
### write_through_audit
- _post-run_ — playbook_memory has 1695 entries (ran 4 events, expected ≥ 3 new entries from this run)
## Workers touched across the week
10 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 |
| W500K-2372 | Joshua Taylor | 10:00 recurring | booked |
| W500K-46701 | Lauren F. Adams | 10:00 recurring | booked |
| W500K-41031 | Joyce D. Reyes | 10:00 recurring | booked |
| 2372 | Joshua Taylor | 15:00 misplacement | booked |
| undefined | Mary H. King | 07:00 | no_show |
## 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 0.341.00)
- **10:00 recurring** (Forklift Operator): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: reliable · reliability median 0.80 (range 0.341.00)
- **12:30 expansion** (Picker): —
- **15:00 misplacement** (Forklift Operator): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: leader · reliability median 0.80 (range 0.341.00)
## Narrative
- 3/4 events reached consensus.
- Final roster: 9 bookings across 1 distinct workers.
- Workers touched (booked, failed, or otherwise decided): 10.
- Playbook citations across the day: 22 (proof the feedback loop fired across events).
- Dropped events: 12:30 expansion.