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lakehouse/tests/multi-agent/playbooks/scenario-2026-04-20T20-24-48/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

4.5 KiB
Raw Blame History

Scenario retrospective — Riverfront Steel, 2026-04-21

Executor: mistral:latest Reviewer: qwen2.5:latest Draft: qwen2.5:latest

Events

At Kind Role / Count Pool Fills Turns Dur(s) Cites Gaps
08:00 baseline_fill Warehouse Associate × 3 - ✗ 0 0 20.2 0 1
10:30 recurring Machine Operator × 2 - ✗ 0 0 47.4 0 1
12:15 expansion Forklift Operator × 5 687 ✓ 5 7 28.2 0 4
14:00 emergency Loader × 4 380 ✓ 4 6 22.3 0 4
15:45 misplacement Warehouse Associate × 1 - ✗ 0 0 52.5 0 1

Final roster

Worker Booked Role City, ST Status
undefined Jennifer K. Robinson 12:15 Forklift Operator Toledo, OH confirmed
undefined Kyle F. Brooks 12:15 Forklift Operator Toledo, OH confirmed
undefined Jacob T. Diaz 12:15 Forklift Operator Toledo, OH confirmed
undefined Jerry M. Jones 12:15 Forklift Operator Toledo, OH confirmed
undefined Jeffrey D. Taylor 12:15 Forklift Operator Toledo, OH confirmed
undefined Mary R. Richardson 14:00 Loader Toledo, OH confirmed
undefined Raj Torres 14:00 Loader Toledo, OH confirmed
undefined Brian X. Price 14:00 Loader Toledo, OH confirmed
undefined Fatima X. Gutierrez 14:00 Loader Toledo, OH confirmed

Gap signals

drift_or_tool

  • 08:00 — invalid JSON from executor: JSON Parse error: Invalid escape character ' | raw: {"kind":"plan","steps":["TOOL_CALL hybrid_search({'index_name':'workers_500k_v1','sql_filter':'role = 'Warehouse Associate' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5','question':'reliable warehouse associate Toledo'})", "TOOL_CALL sql({'query':'SELECT worker_i
  • 10:30 — no consensus after 14 turns
  • 15:45 — no consensus after 14 turns

double_book

  • 12:15 — undefined Kyle F. Brooks already booked for 12:15
  • 12:15 — undefined Jacob T. Diaz already booked for 12:15
  • 12:15 — undefined Jerry M. Jones already booked for 12:15
  • 12:15 — undefined Jeffrey D. Taylor already booked for 12:15
  • 14:00 — undefined Mary R. Richardson already booked for 12:15
  • 14:00 — undefined Raj Torres already booked for 12:15
  • 14:00 — undefined Brian X. Price already booked for 12:15
  • 14:00 — undefined Fatima X. Gutierrez already booked for 12:15

fairness

  • cross-event — Jennifer K. Robinson (undefined) booked 9 times today

write_through_audit

  • post-run — playbook_memory has 167 entries (ran 5 events, expected ≥ 2 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-37736 Jennifer K. Robinson 12:15 expansion booked
W500K-33961 Kyle F. Brooks 12:15 expansion booked
W500K-31297 Jacob T. Diaz 12:15 expansion booked
W500K-40884 Jerry M. Jones 12:15 expansion booked
W500K-37729 Jeffrey D. Taylor 12:15 expansion booked
W500K-15305 Mary R. Richardson 14:00 emergency booked
W500K-12325 Raj Torres 14:00 emergency booked
W500K-16975 Brian X. Price 14:00 emergency booked
W500K-22851 Fatima X. Gutierrez 14:00 emergency booked

Discovered patterns (meta-index)

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

  • 08:00 baseline_fill (Warehouse Associate): —
  • 10:30 recurring (Machine Operator): —
  • 12:15 expansion (Forklift Operator): Across 25 similar past playbooks (10 workers examined) · recurring certifications: Forklift (40%), OSHA-10 (40%) · recurring skills: mill (40%) · archetype mostly: leader · reliability median 0.83 (range 0.66–0.96)
  • 14:00 emergency (Loader): Across 25 similar past playbooks (9 workers examined) · recurring certifications: Forklift (44%) · recurring skills: mill (44%) · archetype mostly: leader · reliability median 0.80 (range 0.66–0.96)
  • 15:45 misplacement (Warehouse Associate): —

Narrative

  • 2/5 events reached consensus.
  • Final roster: 9 bookings across 1 distinct workers.
  • Workers touched (booked, failed, or otherwise decided): 9.
  • Playbook citations across the day: 0 (proof the feedback loop fired across events).
  • Dropped events: 08:00 baseline_fill, 10:30 recurring, 15:45 misplacement.