# Scenario retrospective — Great Lakes Mfg, 2026-04-21

Executor: `qwen3.5:latest`   Reviewer: `qwen3:latest`   Draft: `qwen2.5:latest`   Overview(T3): `gpt-oss:20b`
Prior lessons loaded into executor context: **3** (from 2026-04-23, 2026-04-22, 2026-04-21)

## Events

| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
|---|---|---|---|---|---|---|---|---|
| 13:00 | baseline_fill | Material Handler × 2 | 1066 | ✓ 2 | 3 | 25.0 | 0 | 2 |
| 14:30 | recurring | Assembler × 2 | 869 | ✓ 2 | 2 | 10.6 | 0 | 3 |
| 10:30 | emergency | Material Handler × 3 | 717 | ✓ 3 | 2 | 11.3 | 0 | 4 |
| 13:30 | misplacement | Shipping Clerk × 1 | 579 | ✓ 1 | 3 | 28.5 | 0 | 2 |

## Final roster

| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| undefined Jennifer C. Morales | 13:00 | Material Handler | Cincinnati, OH | no_show |
| undefined Christine A. Miller | 13:00 | Material Handler | Cincinnati, OH | confirmed |
| undefined Amy Q. Lewis | 14:30 | Assembler | Cincinnati, OH | confirmed |
| undefined Cynthia R. Anderson | 14:30 | Assembler | Cincinnati, OH | confirmed |
| undefined Malik King | 10:30 | Material Handler | Cincinnati, OH | confirmed |
| undefined Miguel Morris | 10:30 | Material Handler | Cincinnati, OH | confirmed |
| undefined Lauren H. Moore | 10:30 | Material Handler | Cincinnati, OH | confirmed |
| undefined Mei X. Jimenez | 13:30 | Shipping Clerk | Cincinnati, OH | confirmed |

## Gap signals

### double_book
- **13:00** — undefined Christine A. Miller already booked for 13:00
- **14:30** — undefined Amy Q. Lewis already booked for 13:00
- **14:30** — undefined Cynthia R. Anderson already booked for 13:00
- **10:30** — undefined Malik King already booked for 13:00
- **10:30** — undefined Miguel Morris already booked for 13:00
- **10:30** — undefined Lauren H. Moore already booked for 13:00
- **13:30** — undefined Mei X. Jimenez already booked for 13:00

### artifact
- **13:00** — undefined is not an object (evaluating 'f.reason.slice')
- **14:30** — undefined is not an object (evaluating 'f.reason.slice')
- **10:30** — undefined is not an object (evaluating 'f.reason.slice')
- **13:30** — undefined is not an object (evaluating 'f.reason.slice')

### fairness
- _cross-event_ — Jennifer C. Morales (undefined) booked 7 times today

### write_through_audit
- _post-run_ — playbook_memory has 1525 entries (ran 4 events, expected ≥ 4 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 |
|---|---|---|---|
| 33620 | Jennifer C. Morales | 13:00 baseline_fill | booked |
| 26312 | Christine A. Miller | 13:00 baseline_fill | booked |
| W500K-23650 | Amy Q. Lewis | 14:30 recurring | booked |
| W500K-38133 | Cynthia R. Anderson | 14:30 recurring | booked |
| W500K-10726 | Malik King | 10:30 emergency | booked |
| W500K-2559 | Miguel Morris | 10:30 emergency | booked |
| W500K-29283 | Lauren H. Moore | 10:30 emergency | booked |
| 31665 | Mei X. Jimenez | 13:30 misplacement | booked |
| undefined | Jennifer C. Morales | 13:00 | no_show |

## Discovered patterns (meta-index)

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

- **13:00 baseline_fill** (Material Handler): Across 25 similar past playbooks (15 workers examined) · recurring certifications: OSHA-10 (60%) · archetype mostly: flexible · reliability median 0.83 (range 0.59–1.00)
- **14:30 recurring** (Assembler): Across 25 similar past playbooks (15 workers examined) · recurring certifications: OSHA-10 (60%) · archetype mostly: flexible · reliability median 0.83 (range 0.59–1.00)
- **10:30 emergency** (Material Handler): Across 25 similar past playbooks (17 workers examined) · recurring certifications: OSHA-10 (53%) · recurring skills: 6S (41%) · archetype mostly: communicator · reliability median 0.83 (range 0.59–1.00)
- **13:30 misplacement** (Shipping Clerk): Across 25 similar past playbooks (17 workers examined) · recurring certifications: OSHA-10 (53%) · recurring skills: 6S (41%) · archetype mostly: communicator · reliability median 0.83 (range 0.59–1.00)

## Narrative

- 4/4 events reached consensus.
- Final roster: 8 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).