Define good before you generate
Write 3–5 acceptance checks: must include X, must not invent Y, must use format Z.
Keep golden prompts
Save prompts that repeatedly work. When a model update breaks them, you will notice.
Compare side by side
Score two variants on the same rubric. Promote the winner into your template library.
#prompts#evaluation#quality