Spec before prompt

A prompt is a spec with worse version control. Write the job first: audience, inputs, outputs, failure mode, and who reviews.

If two reviewers would grade the output differently, the spec is unfinished. The model will pick a side at random and sound confident.

Keep the spec in the same file as the prompt. When the output drifts, you want one diff, not folklore.