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, 2026-05-05

Executor: qwen3.5:latest Reviewer: qwen3:latest Draft: qwen2.5:latest Overview(T3): gpt-oss:20b Prior lessons loaded into executor context: 2 (from 2026-04-29, 2026-04-21)

Events

At Kind Role / Count Pool Fills Turns Dur(s) Cites Gaps
16:00 baseline_fill Assembler × 2 838 ✓ 2 3 26.0 0 2
17:30 recurring Loader × 2 620 ✓ 2 2 11.8 0 3
10:30 expansion Packer × 5 - ✗ 0 0 37.9 0 1
12:00 emergency Loader × 4 431 ✓ 4 4 35.0 0 5

Final roster

Worker Booked Role City, ST Status
undefined Zachary Taylor 16:00 Assembler Indianapolis, IN confirmed
undefined Adam D. Watson 16:00 Assembler Indianapolis, IN confirmed
undefined Sharon B. Torres 17:30 Loader Indianapolis, IN confirmed
undefined Kimberly Murphy 17:30 Loader Indianapolis, IN confirmed
undefined Sandra Gray 12:00 Loader Indianapolis, IN confirmed
undefined Mark Lopez 12:00 Loader Indianapolis, IN confirmed
undefined Helen Z. Cooper 12:00 Loader Indianapolis, IN confirmed
undefined Ryan Z. Torres 12:00 Loader Indianapolis, IN confirmed

Gap signals

double_book

  • 16:00 — undefined Adam D. Watson already booked for 16:00
  • 17:30 — undefined Sharon B. Torres already booked for 16:00
  • 17:30 — undefined Kimberly Murphy already booked for 16:00
  • 12:00 — undefined Sandra Gray already booked for 16:00
  • 12:00 — undefined Mark Lopez already booked for 16:00
  • 12:00 — undefined Helen Z. Cooper already booked for 16:00
  • 12:00 — undefined Ryan Z. Torres already booked for 16:00

artifact

  • 16:00 — undefined is not an object (evaluating 'f.reason.slice')
  • 17:30 — undefined is not an object (evaluating 'f.reason.slice')
  • 12:00 — undefined is not an object (evaluating 'f.reason.slice')

drift_or_tool

  • 10:30 — invalid JSON from executor: JSON Parse error: Unable to parse JSON string | raw: {"kind":"plan","steps":["Analyze prior search results: The hybrid_search tool returned 0 SQL matches for 'Indianapolis, IN' despite the filter, indicating the vector reranker is returning irrelevant candidates (Memphis, MO, etc.) because no local Packer data exists in the index.","Action: Execute a

fairness

  • cross-event — Zachary Taylor (undefined) booked 8 times today

write_through_audit

  • post-run — playbook_memory has 1547 entries (ran 4 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
12207 Zachary Taylor 16:00 baseline_fill booked
49897 Adam D. Watson 16:00 baseline_fill booked
W500K-25481 Sharon B. Torres 17:30 recurring booked
W500K-10744 Kimberly Murphy 17:30 recurring booked
W500K-11321 Sandra Gray 12:00 emergency booked
W500K-7233 Mark Lopez 12:00 emergency booked
W500K-23191 Helen Z. Cooper 12:00 emergency booked
W500K-26233 Ryan Z. Torres 12:00 emergency booked

Discovered patterns (meta-index)

What the system identified across semantically-similar past fills as each event ran:

  • 16:00 baseline_fill (Assembler): Across 25 similar past playbooks (25 workers examined) · recurring certifications: OSHA-10 (48%) · archetype mostly: communicator · reliability median 0.80 (range 0.591.00)
  • 17:30 recurring (Loader): Across 25 similar past playbooks (25 workers examined) · recurring certifications: OSHA-10 (48%) · archetype mostly: communicator · reliability median 0.80 (range 0.591.00)
  • 10:30 expansion (Packer): —
  • 12:00 emergency (Loader): Across 25 similar past playbooks (27 workers examined) · recurring certifications: OSHA-10 (52%) · recurring skills: overhead crane (41%) · archetype mostly: communicator · reliability median 0.80 (range 0.191.00)

Narrative

  • 3/4 events reached consensus.
  • Final roster: 8 bookings across 1 distinct workers.
  • Workers touched (booked, failed, or otherwise decided): 8.
  • Playbook citations across the day: 0 (proof the feedback loop fired across events).
  • Dropped events: 10:30 expansion.