Start measurable; add enforcement only if needed.

- **phase 1**
  - collect 30 prompts
  - save baseline outputs
  - mark preferred results
- **phase 2**
  - tighten contract
  - rerun same prompts
  - compare regressions
- **phase 3**
  - add structured output
  - only if prompt plateaus