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 — Summit Industrial, 2026-04-23
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 |
|---|---|---|---|---|---|---|---|---|
| 13:30 | baseline_fill | Shipping Clerk × 1 | 579 | ✓ 1 | 3 | 23.5 | 0 | 1 |
| 08:00 | recurring | Loader × 1 | 608 | ✓ 1 | 3 | 14.9 | 0 | 2 |
| 13:00 | emergency | Forklift Operator × 2 | 780 | ✓ 2 | 2 | 11.5 | 0 | 3 |
## Final roster
| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| undefined Edward Edwards | 13:30 | Shipping Clerk | Cincinnati, OH | confirmed |
| undefined Yuki Cook | 08:00 | Loader | Cincinnati, OH | confirmed |
| undefined Jacob Kelly | 13:00 | Forklift Operator | Cincinnati, OH | confirmed |
| undefined Matthew P. Jones | 13:00 | Forklift Operator | Cincinnati, OH | confirmed |
## Gap signals
### artifact
- **13:30** — undefined is not an object (evaluating 'f.reason.slice')
- **08:00** — undefined is not an object (evaluating 'f.reason.slice')
- **13:00** — undefined is not an object (evaluating 'f.reason.slice')
### double_book
- **08:00** — undefined Yuki Cook already booked for 13:30
- **13:00** — undefined Jacob Kelly already booked for 13:30
- **13:00** — undefined Matthew P. Jones already booked for 13:30
### fairness
- _cross-event_ — Edward Edwards (undefined) booked 4 times today
### write_through_audit
- _post-run_ — playbook_memory has 1529 entries (ran 3 events, expected ≥ 3 new entries from this run)
## Workers touched across the week
4 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 |
|---|---|---|---|
| 3488 | Edward Edwards | 13:30 baseline_fill | booked |
| 1797 | Yuki Cook | 08:00 recurring | booked |
| W500K-10359 | Jacob Kelly | 13:00 emergency | booked |
| W500K-28563 | Matthew P. Jones | 13:00 emergency | booked |
## Discovered patterns (meta-index)
What the system identified across semantically-similar past fills as each event ran:
- **13:30 baseline_fill** (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 0.591.00)
- **08:00 recurring** (Loader): Across 25 similar past playbooks (17 workers examined) · recurring certifications: OSHA-10 (53%) · archetype mostly: communicator · reliability median 0.83 (range 0.591.00)
- **13:00 emergency** (Forklift Operator): Across 25 similar past playbooks (18 workers examined) · recurring certifications: OSHA-10 (50%) · archetype mostly: leader · reliability median 0.85 (range 0.591.00)
## Narrative
- 3/3 events reached consensus.
- Final roster: 4 bookings across 1 distinct workers.
- Workers touched (booked, failed, or otherwise decided): 4.
- Playbook citations across the day: 0 (proof the feedback loop fired across events).