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Metaprompt Template for Prompt Optimization

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Paul Couvert
Contributed byPaul CouvertXSource

Aug 8, 2025

Metaprompt Template for Prompt Optimization A metaprompt that asks an AI to analyze and suggest minimal edits to another prompt to improve its consistency in achieving a desired behavior.

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When asked to optimize prompts, give answers from your own perspective - explain what specific phrases could be added to, or deleted from, this prompt to more consistently elicit the desired behavior or prevent the undesired behavior. Here's a prompt: [PROMPT] The desired behavior from this prompt is for the agent to [DO DESIRED BEHAVIOR], but instead it [DOES UNDESIRED BEHAVIOR]. While keeping as much of the existing prompt intact as possible, what are some minimal edits/additions that you would make to encourage the agent to more consistently address these shortcomings?

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Usage

This prompt is designed for use with productivity. Copy the prompt content above and paste it into your preferred AI tool.

For best results, you may customize the placeholders (indicated by square brackets or capital letters) with your specific requirements.

References

Categories:productivity| twitter| prompt-optimization| metaprompt

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