# Scenario retrospective — Centennial Packaging, 2026-04-22

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

## Events

| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
|---|---|---|---|---|---|---|---|---|
| 09:00 | baseline_fill | Forklift Operator × 1 | 1176 | ✓ 1 | 4 | 30.5 | 0 | 1 |
| 09:00 | recurring | Assembler × 1 | 911 | ✓ 1 | 2 | 11.2 | 0 | 2 |
| 11:30 | expansion | Assembler × 5 | 559 | ✓ 5 | 2 | 12.7 | 0 | 6 |

## Final roster

| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| undefined Amanda Edwards | 09:00 | Forklift Operator | Cleveland, OH | confirmed |
| undefined Betty K. Bennett | 09:00 | Assembler | Cleveland, OH | confirmed |
| undefined Zachary Davis | 11:30 | Assembler | Cleveland, OH | confirmed |
| undefined Nicholas K. Hill | 11:30 | Assembler | Cleveland, OH | confirmed |
| undefined Susan U. Carter | 11:30 | Assembler | Cleveland, OH | confirmed |
| undefined Kevin K. Mendoza | 11:30 | Assembler | Cleveland, OH | confirmed |
| undefined Miguel Z. Hall | 11:30 | Assembler | Cleveland, OH | confirmed |

## Gap signals

### artifact
- **09:00** — undefined is not an object (evaluating 'f.reason.slice')
- **09:00** — undefined is not an object (evaluating 'f.reason.slice')
- **11:30** — undefined is not an object (evaluating 'f.reason.slice')

### double_book
- **09:00** — undefined Betty K. Bennett already booked for 09:00
- **11:30** — undefined Zachary Davis already booked for 09:00
- **11:30** — undefined Nicholas K. Hill already booked for 09:00
- **11:30** — undefined Susan U. Carter already booked for 09:00
- **11:30** — undefined Kevin K. Mendoza already booked for 09:00
- **11:30** — undefined Miguel Z. Hall already booked for 09:00

### fairness
- _cross-event_ — Amanda Edwards (undefined) booked 7 times today

### write_through_audit
- _post-run_ — playbook_memory has 1488 entries (ran 3 events, expected ≥ 3 new entries from this run)

## Workers touched across the week

7 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 |
|---|---|---|---|
| 9810 | Amanda Edwards | 09:00 baseline_fill | booked |
| W500K-35240 | Betty K. Bennett | 09:00 recurring | booked |
| W500K-8211 | Zachary Davis | 11:30 expansion | booked |
| W500K-46732 | Nicholas K. Hill | 11:30 expansion | booked |
| W500K-23030 | Susan U. Carter | 11:30 expansion | booked |
| W500K-15922 | Kevin K. Mendoza | 11:30 expansion | booked |
| W500K-27715 | Miguel Z. Hall | 11:30 expansion | booked |

## Discovered patterns (meta-index)

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

- **09:00 baseline_fill** (Forklift Operator): Across 25 similar past playbooks (13 workers examined) · recurring certifications: OSHA-10 (69%) · archetype mostly: communicator · reliability median 0.89 (range 0.59–1.00)
- **09:00 recurring** (Assembler): Across 25 similar past playbooks (14 workers examined) · recurring certifications: OSHA-10 (64%) · archetype mostly: communicator · reliability median 0.89 (range 0.59–1.00)
- **11:30 expansion** (Assembler): Across 25 similar past playbooks (15 workers examined) · recurring certifications: OSHA-10 (60%) · archetype mostly: communicator · reliability median 0.83 (range 0.59–1.00)

## Narrative

- 3/3 events reached consensus.
- Final roster: 7 bookings across 1 distinct workers.
- Workers touched (booked, failed, or otherwise decided): 7.
- Playbook citations across the day: 0 (proof the feedback loop fired across events).