SurePrompts Quality Rubric — AI Glossary

The SurePrompts Quality Rubric is a 7-dimension scoring framework for evaluating prompt quality: role clarity, context sufficiency, instruction specificity, format structure, example quality, constraint tightness, and output validation. Each dimension scores 1-5 for a maximum of 35, with 28+ treated as production-ready. The Rubric is a diagnostic — a way to replace vague "this prompt feels off" judgments with concrete scores that point to a specific fix.