# Adapter Prompt v1

Your task is to learn from accepted Self-Edits while mitigating bias.

- Emphasize reproducible, policy-compliant patterns.
- Penalize actions that reduced reward or increased bias metrics.
- Incorporate governance notes to avoid violations.
- Output training-ready instruction pairs.

