Creating prompt improvement checklists

Checklists transform prompt refinement from guesswork into science. By documenting what works, users build a reliable system for consistent results. These checklists evolve with experience, becoming more valuable over time.

Start with basic elements every prompt needs. Add specific items for your common tasks. Include reminders about format preferences and output requirements. Review successful prompts to identify patterns worth adding to your checklist.

Essential checklist items include:

• Clear task definition: Is the action verb specific?
• Sufficient context: Does AI have enough background information?
• Output format: Are structure and length requirements stated?
• Constraints: Are limitations and boundaries defined?
• Examples: Are reference samples included when helpful?