41b0a99ed2
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>
90 lines
5.4 KiB
Markdown
90 lines
5.4 KiB
Markdown
# Scenario retrospective — Riverfront Steel, 2026-04-21
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Executor: `qwen3.5:latest` Reviewer: `qwen3:latest` Draft: `qwen2.5:latest` Overview(T3): `gpt-oss:20b`
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Prior lessons loaded into executor context: **1** (from 2026-04-21)
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## Events
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| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
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|---|---|---|---|---|---|---|---|---|
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| 08:00 | baseline_fill | Warehouse Associate × 3 | 770 | ✓ 3 | 5 | 37.1 | 0 | 2 |
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| 10:30 | recurring | Machine Operator × 2 | 997 | ✓ 2 | 2 | 14.6 | 0 | 2 |
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| 12:15 | expansion | Forklift Operator × 5 | 1184 | ✓ 5 | 6 | 50.0 | 0 | 5 |
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| 14:00 | emergency | Loader × 4 | - | ✗ 0 | 0 | 47.1 | 0 | 1 |
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| 15:45 | misplacement | Warehouse Associate × 1 | 770 | ✓ 1 | 3 | 18.5 | 0 | 1 |
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## Final roster
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| Worker | Booked | Role | City, ST | Status |
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|---|---|---|---|---|
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| undefined Patrick Ross | 08:00 | Warehouse Associate | Toledo, OH | no_show |
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| undefined Olivia Y. Howard | 08:00 | Warehouse Associate | Toledo, OH | confirmed |
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| undefined Deborah X. Sanchez | 08:00 | Warehouse Associate | Toledo, OH | confirmed |
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| undefined Kimberly G. Thomas | 10:30 | Machine Operator | Toledo, OH | confirmed |
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| undefined Kathleen O. Ortiz | 10:30 | Machine Operator | Toledo, OH | confirmed |
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| undefined Matthew P. Garcia | 12:15 | Forklift Operator | Toledo, OH | confirmed |
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| undefined Maria K. Cruz | 12:15 | Forklift Operator | Toledo, OH | confirmed |
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| undefined Nancy W. Ward | 12:15 | Forklift Operator | Toledo, OH | confirmed |
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| undefined Charles T. Walker | 12:15 | Forklift Operator | Toledo, OH | confirmed |
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| undefined Rachel Turner | 12:15 | Forklift Operator | Toledo, OH | confirmed |
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| undefined Ryan Hughes | 15:45 | Warehouse Associate | Toledo, OH | confirmed |
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## Gap signals
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### double_book
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- **08:00** — undefined Olivia Y. Howard already booked for 08:00
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- **08:00** — undefined Deborah X. Sanchez already booked for 08:00
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- **10:30** — undefined Kimberly G. Thomas already booked for 08:00
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- **10:30** — undefined Kathleen O. Ortiz already booked for 08:00
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- **12:15** — undefined Matthew P. Garcia already booked for 08:00
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- **12:15** — undefined Maria K. Cruz already booked for 08:00
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- **12:15** — undefined Nancy W. Ward already booked for 08:00
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- **12:15** — undefined Charles T. Walker already booked for 08:00
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- **12:15** — undefined Rachel Turner already booked for 08:00
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- **15:45** — undefined Ryan Hughes already booked for 08:00
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### drift_or_tool
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- **14:00** — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"propose_done","fills":[{"candidate_id":"W500K-12325","name":"Raj Torres","reason":"Top-ranked Loader in Toledo, OH with high availability (score 0.72) and relevant skills (SAP, hazmat)."},{"candidate_id":"W500K-16975","name":"Brian X. Price","reason":"Second-ranked Loader in Toledo, OH with
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### fairness
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- _cross-event_ — Patrick Ross (undefined) booked 10 times today
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### write_through_audit
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- _post-run_ — playbook_memory has 1477 entries (ran 5 events, expected ≥ 4 new entries from this run)
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## Workers touched across the week
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12 distinct workers made it through to a decision. Every one is accounted for below — no-shows flagged, rebookings noted, everyone visible.
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| Worker ID | Name | Events | Outcome |
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|---|---|---|---|
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| 7079 | Patrick Ross | 08:00 baseline_fill | booked |
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| 48488 | Olivia Y. Howard | 08:00 baseline_fill | booked |
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| 39023 | Deborah X. Sanchez | 08:00 baseline_fill | booked |
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| W500K-48548 | Kimberly G. Thomas | 10:30 recurring | booked |
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| W500K-25702 | Kathleen O. Ortiz | 10:30 recurring | booked |
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| 22375 | Matthew P. Garcia | 12:15 expansion | booked |
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| 19588 | Maria K. Cruz | 12:15 expansion | booked |
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| 28024 | Nancy W. Ward | 12:15 expansion | booked |
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| 17543 | Charles T. Walker | 12:15 expansion | booked |
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| 9076 | Rachel Turner | 12:15 expansion | booked |
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| 11915 | Ryan Hughes | 15:45 misplacement | booked |
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| undefined | Patrick Ross | 08:00 | no_show |
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## Discovered patterns (meta-index)
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What the system identified across semantically-similar past fills as each event ran:
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- **08:00 baseline_fill** (Warehouse Associate): Across 25 similar past playbooks (11 workers examined) · recurring certifications: OSHA-10 (64%), Forklift (45%) · recurring skills: overhead crane (45%) · archetype mostly: communicator · reliability median 0.96 (range 0.75–1.00)
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- **10:30 recurring** (Machine Operator): Across 25 similar past playbooks (11 workers examined) · recurring certifications: OSHA-10 (64%), Forklift (45%) · recurring skills: overhead crane (45%) · archetype mostly: communicator · reliability median 0.96 (range 0.75–1.00)
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- **12:15 expansion** (Forklift Operator): Across 25 similar past playbooks (12 workers examined) · recurring certifications: OSHA-10 (67%) · recurring skills: mill (42%), overhead crane (42%) · archetype mostly: communicator · reliability median 0.96 (range 0.59–1.00)
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- **14:00 emergency** (Loader): —
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- **15:45 misplacement** (Warehouse Associate): Across 25 similar past playbooks (12 workers examined) · recurring certifications: OSHA-10 (67%) · recurring skills: overhead crane (42%), mill (42%) · archetype mostly: communicator · reliability median 0.96 (range 0.59–1.00)
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## Narrative
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- 4/5 events reached consensus.
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- Final roster: 11 bookings across 1 distinct workers.
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- Workers touched (booked, failed, or otherwise decided): 12.
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- Playbook citations across the day: 0 (proof the feedback loop fired across events).
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- Dropped events: 14:00 emergency. |