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, 2026-04-29

Executor: kimi-k2.5 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 4 21.7 8 4
10:00 recurring Forklift Operator × 3 1178 ✓ 3 4 23.8 14 3
12:30 expansion Picker × 4 - ✗ 0 0 58.3 0 1
15:00 misplacement Forklift Operator × 1 1178 ✓ 1 4 19.6 15 1

Final roster

Worker Booked Role City, ST Status
undefined Emily E. Powell 07:00 Warehouse Associate Joliet, IL no_show
undefined Mary H. King 07:00 Warehouse Associate Joliet, IL confirmed
undefined Nathan Y. Miller 07:00 Warehouse Associate Joliet, IL confirmed
undefined Kelly L. Nelson 07:00 Warehouse Associate Joliet, IL confirmed
undefined Andre Davis 07:00 Warehouse Associate Joliet, IL confirmed
undefined Joshua Taylor 10:00 Forklift Operator Joliet, IL confirmed
undefined Joyce D. Reyes 10:00 Forklift Operator Joliet, IL confirmed
undefined Lauren F. Adams 10:00 Forklift Operator Joliet, IL confirmed
undefined Joshua Taylor 15:00 Forklift Operator Joliet, IL confirmed

Gap signals

double_book

  • 07:00 — undefined Mary H. King already booked for 07:00
  • 07:00 — undefined Nathan Y. Miller already booked for 07:00
  • 07:00 — undefined Kelly L. Nelson already booked for 07:00
  • 07:00 — undefined Andre Davis already booked for 07:00
  • 10:00 — undefined Joshua Taylor already booked for 07:00
  • 10:00 — undefined Joyce D. Reyes already booked for 07:00
  • 10:00 — undefined Lauren F. Adams 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 — Emily E. Powell (undefined) booked 8 times today

write_through_audit

  • post-run — playbook_memory has 1914 entries (ran 4 events, expected ≥ 3 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
W500K-23612 Emily E. Powell 07:00 baseline_fill booked
W500K-37707 Mary H. King 07:00 baseline_fill booked
W500K-16430 Nathan Y. Miller 07:00 baseline_fill booked
W500K-23801 Kelly L. Nelson 07:00 baseline_fill booked
W500K-2245 Andre Davis 07:00 baseline_fill booked
W500K-2372 Joshua Taylor 10:00 recurring + 15:00 misplacement booked
W500K-41031 Joyce D. Reyes 10:00 recurring booked
W500K-46701 Lauren F. Adams 10:00 recurring booked
undefined Emily E. Powell 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: leader · 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: reliable · 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): 9.
  • Playbook citations across the day: 37 (proof the feedback loop fired across events).
  • Dropped events: 12:30 expansion.