# 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 | 24.9 | 0 | 1 |
| 09:30 | expansion | Safety Coordinator × 8 | - | ✗ 0 | 0 | 48.7 | 0 | 1 |
| 11:45 | emergency | Welder × 3 | - | ✗ 0 | 0 | 20.1 | 0 | 1 |
| 14:00 | expansion | Tool & Die Maker × 4 | 133 | ✓ 4 | 2 | 12.7 | 0 | 4 |
| 15:30 | misplacement | Electrician × 1 | - | ✗ 0 | 0 | 26.8 | 0 | 1 |

## Final roster

| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
| 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 |

## Gap signals

### drift_or_tool
- **07:00** — aborted — 3 consecutive drift flags
- **09:30** — aborted — 3 consecutive drift flags
- **11:45** — aborted — 3 consecutive drift flags
- **15:30** — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"plan","steps":["Expand search to nearby cities (South Bend, IN) and adjacent states (OH, MI) for Electricians with availability > 0.5.","Verify top candidates via SQL to confirm role, location, and availability.","Select the best verified candidate and propose_done."]{"kind":"tool_call","to

### double_book
- **14:00** — undefined Jerry Thompson already booked for 14:00
- **14:00** — undefined Carolyn Lopez already booked for 14:00
- **14:00** — undefined Kyle H. Ramos already booked for 14:00

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

### fairness
- _cross-event_ — Deborah D. Wilson (undefined) booked 4 times today

### write_through_audit
- _post-run_ — playbook_memory has 1566 entries (ran 5 events, expected ≥ 1 new entries from this run)

## Workers touched across the week

4 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-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 |

## 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): —
- **11:45 emergency** (Welder): —
- **14:00 expansion** (Tool & Die Maker): Across 25 similar past playbooks (34 workers examined) · recurring certifications: OSHA-10 (47%) · archetype mostly: flexible · reliability median 0.77 (range 0.19–1.00)
- **15:30 misplacement** (Electrician): —

## Narrative

- 1/5 events reached consensus.
- Final roster: 4 bookings across 1 distinct workers.
- Workers touched (booked, failed, or otherwise decided): 4.
- Playbook citations across the day: 0 (proof the feedback loop fired across events).
- Dropped events: 07:00 baseline_fill, 09:30 expansion, 11:45 emergency, 15:30 misplacement.