AI Prompt Debugger
Find out why a prompt keeps returning the wrong thing. Diagnoses the ambiguity, missing context, or conflicting instruction behind a bad output, then rewrites it.
The prompt
Here is a prompt and the output it produced. Diagnose why the output missed the mark — ambiguity, missing context, conflicting instructions, or an undefined success criterion — then rewrite the prompt to fix it: PROMPT: {{prompt}} OUTPUT I GOT: {{output}}
Works in ChatGPT, Claude, Gemini and other assistants. Replace the highlighted placeholders with your own content.
How to use it
Paste the prompt at {{prompt}} and the unwanted result at {{output}}. The AI diagnoses the ambiguity, missing context or conflicting instruction behind it and suggests a fix.
Tips for better results
- Describe what you expected as well as what you got.
- Change one thing at a time when applying fixes.
- Keep the failing case as a regression test for future edits.
Save this prompt in Promta
Keep it in your library and paste it from the menu bar, a hotkey or your iPhone keyboard, without leaving the app you're in.
Download Free on App Store
Free to start · iPhone & Mac