# Scenario retrospective — Riverfront Steel, 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: **0** (baseline — no prior T3 history)

## Events

| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
|---|---|---|---|---|---|---|---|---|
| 08:00 | baseline_fill | Warehouse Associate × 3 | 770 | ✓ 3 | 4 | 22.1 | 0 | 2 |
| 10:30 | recurring | Machine Operator × 2 | 997 | ✓ 2 | 3 | 18.1 | 1 | 2 |
| 12:15 | expansion | Forklift Operator × 5 | - | ✗ 0 | 0 | 42.0 | 0 | 1 |
| 14:00 | emergency | Loader × 4 | 380 | ✓ 4 | 3 | 25.6 | 1 | 4 |
| 15:45 | misplacement | Warehouse Associate × 1 | 770 | ✓ 1 | 3 | 14.5 | 0 | 1 |

## Final roster

| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| undefined Patrick Ross | 08:00 | Warehouse Associate | Toledo, OH | no_show |
| undefined Olivia Y. Howard | 08:00 | Warehouse Associate | Toledo, OH | confirmed |
| undefined Deborah X. Sanchez | 08:00 | Warehouse Associate | Toledo, OH | confirmed |
| undefined Robert W. Gonzalez | 10:30 | Machine Operator | Toledo, OH | confirmed |
| undefined Carmen Z. Rodriguez | 10:30 | Machine Operator | Toledo, OH | confirmed |
| undefined Mary R. Richardson | 14:00 | Loader | Toledo, OH | confirmed |
| undefined Brian X. Price | 14:00 | Loader | Toledo, OH | confirmed |
| undefined Raj Torres | 14:00 | Loader | Toledo, OH | confirmed |
| undefined George V. Stewart | 14:00 | Loader | Toledo, OH | confirmed |
| undefined Patrick Ross | 15:45 | Warehouse Associate | Toledo, OH | confirmed |

## Gap signals

### double_book
- **08:00** — undefined Olivia Y. Howard already booked for 08:00
- **08:00** — undefined Deborah X. Sanchez already booked for 08:00
- **10:30** — undefined Robert W. Gonzalez already booked for 08:00
- **10:30** — undefined Carmen Z. Rodriguez already booked for 08:00
- **14:00** — undefined Mary R. Richardson already booked for 08:00
- **14:00** — undefined Brian X. Price already booked for 08:00
- **14:00** — undefined Raj Torres already booked for 08:00
- **14:00** — undefined George V. Stewart already booked for 08:00
- **15:45** — undefined Patrick Ross already booked for 08:00

### drift_or_tool
- **12:15** — aborted — 3 consecutive drift flags

### fairness
- _cross-event_ — Patrick Ross (undefined) booked 9 times today

### write_through_audit
- _post-run_ — playbook_memory has 1351 entries (ran 5 events, expected ≥ 4 new entries from this run)

## Workers touched across the week

11 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-7079 | Patrick Ross | 08:00 baseline_fill | booked |
| W500K-48488 | Olivia Y. Howard | 08:00 baseline_fill | booked |
| W500K-39023 | Deborah X. Sanchez | 08:00 baseline_fill | booked |
| W500K-29298 | Robert W. Gonzalez | 10:30 recurring | booked |
| W500K-19759 | Carmen Z. Rodriguez | 10:30 recurring | booked |
| 15305 | Mary R. Richardson | 14:00 emergency | booked |
| 16975 | Brian X. Price | 14:00 emergency | booked |
| 12325 | Raj Torres | 14:00 emergency | booked |
| 19495 | George V. Stewart | 14:00 emergency | booked |
| 7079 | Patrick Ross | 15:45 misplacement | booked |
| undefined | Patrick Ross | 08:00 | no_show |

## Discovered patterns (meta-index)

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

- **08:00 baseline_fill** (Warehouse Associate): Across 25 similar past playbooks (6 workers examined) · recurring certifications: Forklift (67%), OSHA-10 (50%) · recurring skills: mill (50%), 6S (50%) · archetype mostly: communicator · reliability median 0.83 (range 0.75–0.96)
- **10:30 recurring** (Machine Operator): Across 25 similar past playbooks (6 workers examined) · recurring certifications: Forklift (67%), OSHA-10 (50%) · recurring skills: mill (50%), 6S (50%) · archetype mostly: leader · reliability median 0.83 (range 0.75–0.96)
- **12:15 expansion** (Forklift Operator): —
- **14:00 emergency** (Loader): Across 25 similar past playbooks (6 workers examined) · recurring certifications: Forklift (67%), OSHA-10 (50%) · recurring skills: 6S (50%), mill (50%) · archetype mostly: leader · reliability median 0.83 (range 0.75–0.96)
- **15:45 misplacement** (Warehouse Associate): Across 25 similar past playbooks (11 workers examined) · recurring certifications: Forklift (64%), OSHA-10 (55%) · archetype mostly: communicator · reliability median 0.78 (range 0.53–0.96)

## Narrative

- 4/5 events reached consensus.
- Final roster: 10 bookings across 1 distinct workers.
- Workers touched (booked, failed, or otherwise decided): 11.
- Playbook citations across the day: 2 (proof the feedback loop fired across events).
- Dropped events: 12:15 expansion.