# Scenario retrospective — Ironclad Industrial, 2026-04-22

Executor: `qwen3.5:latest`   Reviewer: `qwen3:latest`   Draft: `qwen2.5:latest`   Overview(T3): `gpt-oss:120b (cloud)`
Prior lessons loaded into executor context: **3** (from 2026-05-10, 2026-05-08, 2026-05-05)

## Events

| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
|---|---|---|---|---|---|---|---|---|
| 07:00 | baseline_fill | Electrician × 5 | - | ✗ 0 | 0 | 23.2 | 0 | 1 |
| 09:30 | expansion | Safety Coordinator × 8 | 41 | ✓ 8 | 3 | 22.4 | 0 | 7 |
| 11:45 | emergency | Welder × 3 | - | ✗ 0 | 0 | 21.7 | 0 | 1 |
| 14:00 | expansion | Tool & Die Maker × 4 | 133 | ✓ 4 | 2 | 13.6 | 2 | 4 |
| 15:30 | misplacement | Electrician × 1 | 189 | ✓ 1 | 3 | 19.9 | 0 | 1 |

## Final roster

| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| undefined Ivan G. Castillo | 09:30 | Safety Coordinator | Peoria, IL | confirmed |
| undefined Rachel W. Wilson | 09:30 | Safety Coordinator | Peoria, IL | confirmed |
| undefined Lisa M. Smith | 09:30 | Safety Coordinator | Peoria, IL | confirmed |
| undefined Linda Cooper | 09:30 | Safety Coordinator | Peoria, IL | confirmed |
| undefined Jessica Phillips | 09:30 | Safety Coordinator | Peoria, IL | confirmed |
| undefined Michael A. Davis | 09:30 | Safety Coordinator | Peoria, IL | confirmed |
| undefined Sarah J. Brown | 09:30 | Safety Coordinator | Peoria, IL | confirmed |
| undefined David R. Miller | 09:30 | Safety Coordinator | Peoria, IL | confirmed |
| undefined Deborah D. Wilson | 14:00 | Tool & Die Maker | Grand Rapids, MI | confirmed |
| undefined Jerry Thompson | 14:00 | Tool & Die Maker | Grand Rapids, MI | confirmed |
| undefined Carolyn Lopez | 14:00 | Tool & Die Maker | Grand Rapids, MI | confirmed |
| undefined Kyle H. Ramos | 14:00 | Tool & Die Maker | Grand Rapids, MI | confirmed |
| undefined Barbara R. Price | 15:30 | Electrician | South Bend, IN | confirmed |

## Gap signals

### drift_or_tool
- **07:00** — aborted — 3 consecutive drift flags
- **11:45** — aborted — 3 consecutive drift flags

### double_book
- **09:30** — undefined Rachel W. Wilson already booked for 09:30
- **09:30** — undefined Lisa M. Smith already booked for 09:30
- **09:30** — undefined Linda Cooper already booked for 09:30
- **09:30** — undefined Jessica Phillips already booked for 09:30
- **09:30** — undefined Michael A. Davis already booked for 09:30
- **09:30** — undefined Sarah J. Brown already booked for 09:30
- **09:30** — undefined David R. Miller already booked for 09:30
- **14:00** — undefined Deborah D. Wilson already booked for 09:30
- **14:00** — undefined Jerry Thompson already booked for 09:30
- **14:00** — undefined Carolyn Lopez already booked for 09:30
- **14:00** — undefined Kyle H. Ramos already booked for 09:30
- **15:30** — undefined Barbara R. Price already booked for 09:30

### fairness
- _cross-event_ — Ivan G. Castillo (undefined) booked 13 times today

### write_through_audit
- _post-run_ — playbook_memory has 1570 entries (ran 5 events, expected ≥ 3 new entries from this run)

## Workers touched across the week

13 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-36666 | Ivan G. Castillo | 09:30 expansion | booked |
| W500K-30806 | Rachel W. Wilson | 09:30 expansion | booked |
| W500K-20630 | Lisa M. Smith | 09:30 expansion | booked |
| W500K-666 | Linda Cooper | 09:30 expansion | booked |
| W500K-10439 | Jessica Phillips | 09:30 expansion | booked |
| W500K-36667 | Michael A. Davis | 09:30 expansion | booked |
| W500K-30807 | Sarah J. Brown | 09:30 expansion | booked |
| W500K-20631 | David R. Miller | 09:30 expansion | booked |
| W500K-49117 | Deborah D. Wilson | 14:00 expansion | booked |
| W500K-4243 | Jerry Thompson | 14:00 expansion | booked |
| W500K-14314 | Carolyn Lopez | 14:00 expansion | booked |
| W500K-15737 | Kyle H. Ramos | 14:00 expansion | booked |
| 30931 | Barbara R. Price | 15:30 misplacement | booked |

## Discovered patterns (meta-index)

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

- **07:00 baseline_fill** (Electrician): —
- **09:30 expansion** (Safety Coordinator): Across 25 similar past playbooks (28 workers examined) · recurring certifications: OSHA-10 (46%) · archetype mostly: communicator · reliability median 0.77 (range 0.19–1.00)
- **11:45 emergency** (Welder): —
- **14:00 expansion** (Tool & Die Maker): Across 25 similar past playbooks (36 workers examined) · recurring certifications: OSHA-10 (47%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)
- **15:30 misplacement** (Electrician): Across 25 similar past playbooks (28 workers examined) · recurring certifications: OSHA-10 (43%) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)

## Narrative

- 3/5 events reached consensus.
- Final roster: 13 bookings across 1 distinct workers.
- Workers touched (booked, failed, or otherwise decided): 13.
- Playbook citations across the day: 2 (proof the feedback loop fired across events).
- Dropped events: 07:00 baseline_fill, 11:45 emergency.