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yao-meta-skill/examples/governed-incident-command/optimization/reports/description_optimization.md
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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

Acceptance Gates

Gate Winner FP Winner FN Current FP Current FN Baseline FP Baseline FN
Holdout 0 1 0 1 0 2
Blind Holdout 0 0 0 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