# Governed Incident Description Optimization

Winner: `Current`

- current tokens: `37`
- winner tokens: `37`
- baseline tokens: `93`

## Winner

Build governed incident command packets. Use when asked to standardize incident review, run severity assessment, or assemble incident communication.

## Candidate Ranking

| Candidate | Tokens | Dev FP | Dev FN | Dev Near | Holdout FP | Holdout FN |
| --- | ---: | ---: | ---: | ---: | ---: | ---: |
| `Current` | 37 | 0 | 1 | 1.0 | 0 | 1 |
| `Guardrail` | 51 | 0 | 1 | 1.0 | 1 | 1 |
| `Balanced` | 54 | 0 | 1 | 1.0 | 0 | 2 |
| `Boundary` | 78 | 0 | 1 | 1.0 | 0 | 1 |
| `Artifact Aware` | 78 | 0 | 1 | 1.0 | 0 | 1 |

## Selection Logic

Ordered by:
- fewest false positives
- fewest false negatives
- highest near-neighbor pass rate
- highest negative pass rate
- highest precision
- highest recall
- shortest description