# Scenario retrospective — Pioneer Assembly — Indianapolis Plant Expansion, 2026-04-27

Executor: `qwen3.5:latest`   Reviewer: `qwen3:latest`   Draft: `qwen2.5:latest`   Overview(T3): `gpt-oss:120b`
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 | 838 | ✓ 6 | 2 | 17.5 | 11 | 5 |
| 09:30 | recurring | Quality Tech × 2 | 697 | ✓ 2 | 3 | 21.0 | 6 | 2 |
| 11:00 | expansion | Machine Operator × 5 | 597 | ✓ 5 | 2 | 15.0 | 10 | 5 |
| 14:00 | emergency | Machine Operator × 3 | 657 | ✓ 3 | 2 | 15.2 | 11 | 3 |
| 16:00 | misplacement | Assembler × 1 | 838 | ✓ 1 | 6 | 43.8 | 12 | 1 |

## Final roster

| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| undefined Dorothy D. Lewis | 07:30 | Assembler | Indianapolis, IN | no_show |
| undefined Jacob E. Bailey | 07:30 | Assembler | Indianapolis, IN | confirmed |
| undefined Katherine Q. Gutierrez | 07:30 | Assembler | Indianapolis, IN | confirmed |
| undefined Lauren F. Moore | 07:30 | Assembler | Indianapolis, IN | confirmed |
| undefined Gary O. Stewart | 07:30 | Assembler | Indianapolis, IN | confirmed |
| undefined Zachary Taylor | 07:30 | Assembler | Indianapolis, IN | confirmed |
| 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 Amy S. Jenkins | 11:00 | Machine Operator | Indianapolis, IN | confirmed |
| undefined Alexander P. Turner | 11:00 | Machine Operator | Indianapolis, IN | confirmed |
| undefined Alexander P. Turner | 14:00 | Machine Operator | Indianapolis, IN | confirmed |
| undefined Angela U. Ward | 14:00 | Machine Operator | Indianapolis, IN | confirmed |
| undefined Christina Watson | 14:00 | Machine Operator | Indianapolis, IN | confirmed |
| undefined Jacob E. Bailey | 16:00 | Assembler | Indianapolis, IN | confirmed |

## Gap signals

### double_book
- **07:30** — undefined Jacob E. Bailey already booked for 07:30
- **07:30** — undefined Katherine Q. Gutierrez already booked for 07:30
- **07:30** — undefined Lauren F. Moore already booked for 07:30
- **07:30** — undefined Gary O. Stewart already booked for 07:30
- **07:30** — undefined Zachary Taylor already booked for 07:30
- **09:30** — undefined Frank G. Roberts already booked for 07:30
- **09:30** — undefined Carlos M. Murphy already booked for 07:30
- **11:00** — undefined Christina Watson already booked for 07:30
- **11:00** — undefined Alexander R. Evans already booked for 07:30
- **11:00** — undefined Angela U. Ward already booked for 07:30
- **11:00** — undefined Amy S. Jenkins already booked for 07:30
- **11:00** — undefined Alexander P. Turner already booked for 07:30
- **14:00** — undefined Alexander P. Turner already booked for 07:30
- **14:00** — undefined Angela U. Ward already booked for 07:30
- **14:00** — undefined Christina Watson already booked for 07:30
- **16:00** — undefined Jacob E. Bailey already booked for 07:30

### fairness
- _cross-event_ — Dorothy D. Lewis (undefined) booked 16 times today

### write_through_audit
- _post-run_ — playbook_memory has 1700 entries (ran 5 events, expected ≥ 5 new entries from this run)

## Workers touched across the week

15 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-26653 | Dorothy D. Lewis | 07:30 baseline_fill | booked |
| W500K-24626 | Jacob E. Bailey | 07:30 baseline_fill | booked |
| W500K-21258 | Katherine Q. Gutierrez | 07:30 baseline_fill | booked |
| W500K-41683 | Lauren F. Moore | 07:30 baseline_fill | booked |
| W500K-38390 | Gary O. Stewart | 07:30 baseline_fill | booked |
| W500K-12207 | Zachary Taylor | 07:30 baseline_fill | booked |
| 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 + 14:00 emergency | booked |
| W500K-34233 | Alexander R. Evans | 11:00 expansion | booked |
| W500K-23524 | Angela U. Ward | 11:00 expansion + 14:00 emergency | booked |
| W500K-18400 | Amy S. Jenkins | 11:00 expansion | booked |
| W500K-23467 | Alexander P. Turner | 11:00 expansion + 14:00 emergency | booked |
| 24626 | Jacob E. Bailey | 16:00 misplacement | booked |
| undefined | Dorothy D. Lewis | 07:30 | no_show |

## Discovered patterns (meta-index)

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

- **07:30 baseline_fill** (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)
- **09:30 recurring** (Quality Tech): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: communicator · 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): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)
- **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

- 5/5 events reached consensus.
- Final roster: 17 bookings across 1 distinct workers.
- Workers touched (booked, failed, or otherwise decided): 15.
- Playbook citations across the day: 50 (proof the feedback loop fired across events).