Nobody reads the rules you do not enforce

I used to write detailed rules for my AI agent and then let it ignore them. The rules file grew, the behavior did not change.

What actually worked: one rule at a time, enforced by a failing check. The agent learns from the failure, not from the text.

Enforce one rule and it sticks. Write twenty and none of them do.