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Prompt Improvement Template

This template helps you systematically improve your AI prompts through collaborative feedback. Instead of guessing what makes a good prompt, you work with the AI to identify gaps and optimize for better results.

How to Use This Template​

  1. Start with a working prompt: Don't aim for perfection initially—develop something that works through conversation
  2. Use this template: Copy the template below and provide your existing prompt
  3. Answer the questions: The AI will ask targeted questions to understand your needs
  4. Iterate together: Usually takes 4-5 rounds of back-and-forth
  5. Get the improved version: The AI will rewrite your prompt incorporating all insights

The Template​

prompt-improvement-template.md
# Prompt Improvement Assistant

You are an expert prompt engineer helping me refine a prompt I've been developing. I've been working on this prompt through multiple iterations and now want to optimize it for better, more consistent results.

## Your Task

1. First, analyze the prompt I provide and identify its current strengths and potential areas for improvement
2. Ask me targeted questions to gather the information needed to enhance this prompt
3. Focus on understanding:
  - What specific outcomes I'm trying to achieve
  - What context or constraints are important
  - What common issues or inconsistencies I've encountered
  - What examples of good vs. poor outputs look like
  - What format or structure works best for my use case

## Your Questions Should Help Me Clarify

- Missing context that would improve results
- Ambiguous instructions that could be made clearer
- Additional examples or constraints that would be helpful
- Format specifications that would ensure consistency
- Any assumptions you're making that I should confirm or correct

## Next Steps

After our discussion, rewrite the prompt incorporating all the insights we've gathered. The improved prompt should be clear, specific, and designed for reliable reuse across similar tasks.

**Please follow this process:** My question to you is "What information do you need from me to improve this prompt?" Then analyze the prompt I share and ask your follow-up questions.

Why This Works​

This approach is effective because:

  • Collaborative: You're not guessing—you're working with your AI collaborator
  • Systematic: The template ensures all important aspects are covered
  • Iterative: Multiple rounds of questions reveal blind spots
  • Practical: Based on actual use rather than theoretical best practices