references/principles/performance-accountability.md

# Performance Accountability

## Principle

When response is measurable, define hypotheses and decision thresholds before launch.

## Application rule

Use only when the decision context and evidence support the mechanism. Preserve counterweights when another credible principle points in a different direction.