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lakehouse/tests/multi-agent/playbooks/scenario-2026-04-21T03-54-46/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

4.9 KiB
Raw Blame History

Scenario retrospective — Pioneer Assembly — Indianapolis Plant Expansion, 2026-04-24

Executor: qwen3.5:latest Reviewer: qwen3:latest Draft: qwen2.5:latest Overview(T3): gpt-oss:120b (cloud) Prior lessons loaded into executor context: 3 (from 2026-05-05, 2026-05-03, 2026-04-30)

Events

At Kind Role / Count Pool Fills Turns Dur(s) Cites Gaps
07:30 baseline_fill Assembler × 6 - ✗ 0 0 32.9 0 1
09:30 recurring Quality Tech × 2 697 ✓ 2 2 11.5 5 1
11:00 expansion Machine Operator × 5 597 ✓ 5 2 15.3 9 5
14:00 emergency Machine Operator × 3 - ✗ 0 0 70.6 0 1
16:00 misplacement Assembler × 1 838 ✓ 1 2 10.9 10 1

Final roster

Worker Booked Role City, ST Status
undefined Frank G. Roberts 09:30 Quality Tech Indianapolis, IN confirmed
undefined Carlos M. Murphy 09:30 Quality Tech Indianapolis, IN confirmed
undefined Christina Watson 11:00 Machine Operator Indianapolis, IN confirmed
undefined Alexander R. Evans 11:00 Machine Operator Indianapolis, IN confirmed
undefined Angela U. Ward 11:00 Machine Operator Indianapolis, IN confirmed
undefined Alexander P. Turner 11:00 Machine Operator Indianapolis, IN confirmed
undefined Amy S. Jenkins 11:00 Machine Operator Indianapolis, IN confirmed
undefined Jacob E. Bailey 16:00 Assembler Indianapolis, IN confirmed

Gap signals

drift_or_tool

  • 07:30 — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"propose_done","fills":[{"candidate_id":"W500K-24626","name":"Jacob E. Bailey"},{"candidate_id":"W500K-7814","name":"Jeffrey Walker"},{"candidate_id":"W500K-45788","name":"Andre C. Brooks"},{"candidate_id":"W500K-47104","name":"James S. Castillo"},{"candidate_id":"W500K-23186","name":"Peter
  • 14:00 — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"propose_done","fills":[{"candidate_id":"W500K-23467","name":"Alexander P. Turner"},{"candidate_id":"W500K-23524","name":"Angela U. Ward"},{"candidate_id":"W500K-6479","name":"Christina Watson"}],"rationale":"The hybrid_search returned 15 candidates for Machine Operators in Indianapolis, IN

double_book

  • 09:30 — undefined Carlos M. Murphy already booked for 09:30
  • 11:00 — undefined Christina Watson already booked for 09:30
  • 11:00 — undefined Alexander R. Evans already booked for 09:30
  • 11:00 — undefined Angela U. Ward already booked for 09:30
  • 11:00 — undefined Alexander P. Turner already booked for 09:30
  • 11:00 — undefined Amy S. Jenkins already booked for 09:30
  • 16:00 — undefined Jacob E. Bailey already booked for 09:30

fairness

  • cross-event — Frank G. Roberts (undefined) booked 8 times today

write_through_audit

  • post-run — playbook_memory has 1635 entries (ran 5 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-41658 Frank G. Roberts 09:30 recurring booked
W500K-32928 Carlos M. Murphy 09:30 recurring booked
W500K-6479 Christina Watson 11:00 expansion booked
W500K-34233 Alexander R. Evans 11:00 expansion booked
W500K-23524 Angela U. Ward 11:00 expansion booked
W500K-23467 Alexander P. Turner 11:00 expansion booked
W500K-18400 Amy S. Jenkins 11:00 expansion booked
W500K-24626 Jacob E. Bailey 16:00 misplacement booked

Discovered patterns (meta-index)

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

  • 07:30 baseline_fill (Assembler): —
  • 09:30 recurring (Quality Tech): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)
  • 11:00 expansion (Machine Operator): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)
  • 14:00 emergency (Machine Operator): —
  • 16:00 misplacement (Assembler): Across 25 similar past playbooks (21 workers examined) · recurring certifications: Forklift (43%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)

Narrative

  • 3/5 events reached consensus.
  • Final roster: 8 bookings across 1 distinct workers.
  • Workers touched (booked, failed, or otherwise decided): 8.
  • Playbook citations across the day: 24 (proof the feedback loop fired across events).
  • Dropped events: 07:30 baseline_fill, 14:00 emergency.