Recursive Prompt Improver with AI
Use AI to improve a prompt through repeated critique, revision and likely-output checks.
Prompt
Improve the prompt below through five careful review rounds. In each round, identify weaknesses, rewrite the prompt and predict likely output problems. Keep the final prompt practical and easy to use.
Original prompt:
[PASTE PROMPT]
Task goal:
[WHAT THE PROMPT SHOULD HELP WITH]
Audience or user:
[WHO WILL USE IT]
Important limits:
[WHAT MUST NOT CHANGE OR BE INVENTED]
Please include:
- round-by-round weaknesses
- improved prompt after each round
- likely output problems
- final best prompt
- shorter version
- advanced version
- checklist for testing the prompt
Original prompt:
[PASTE PROMPT]
Task goal:
[WHAT THE PROMPT SHOULD HELP WITH]
Audience or user:
[WHO WILL USE IT]
Important limits:
[WHAT MUST NOT CHANGE OR BE INVENTED]
Please include:
- round-by-round weaknesses
- improved prompt after each round
- likely output problems
- final best prompt
- shorter version
- advanced version
- checklist for testing the prompt
Example Input
Original prompt: write website copy for my service. Goal: create clear homepage copy for small business visitors. Limits: no hype, no invented claims, include who it is for and next step.
Example Output
A five-round prompt improvement process with weaknesses, rewrites, likely output problems, final prompt, short version and testing checklist.
Before you ask
Add the original prompt, task goal, user and any limits that must not change.
Check before use
Check that the final prompt is easier to use and test it once before saving it.
Common mistakes
Improving a prompt until it becomes long and clever but harder for a real person to use.
Useful for:
Writing
Works well with:
ChatGPT, Gemini, Copilot
Nova9 Tools
Need an idea or a better prompt?
Generate fresh ideas first, or go straight to the Prompt Builder if you already know what you want to create.
