Prompt Quality Standards

Review Criteria

Prompts are reviewed for:

• Clarity: the objective, inputs, and outputs are unambiguous.
• Usefulness: the prompt addresses a real, repeatable task.
• Safety: the prompt avoids encouraging harmful or unlawful use.
• Reproducibility: outputs are stable enough to be useful across runs and, where possible, across models.
• Educational value: users can learn a transferable technique by using the prompt.

Ongoing Review

Prompts are revisited as models change. Outdated or underperforming prompts are revised or retired.