Fluentprompts

We read every OpenAI o1 / o3 / o4 prompt guide so you don't have to.

Paste your prompt below - we'll rewrite it using OpenAI's official best practices.

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What OpenAI o1 / o3 / o4 actually rewards

We pulled this from OpenAI's official guidance and what works in production. The short version:

  • Use developer role messages, not system.
  • Use delimiters (XML, Markdown, section titles).
  • Prefer zero-shot first.
  • Trust internal reasoning.

Before you hit send, check:

  • Did you use developer role messages, not system?
  • Did you use delimiters (XML, Markdown, section titles)?
  • Prefer zero-shot first?
  • Trust internal reasoning?

Common mistakes we fix automatically

  • Avoid
    Don't say 'think step by step' or 'explain your reasoning' — counterproductive.
  • Avoid
    Don't add many few-shot examples.

Ready to rewrite for OpenAI o1 / o3 / o4?

Frequently asked questions

Which versions of OpenAI o1 / o3 / o4 does this support?
We support o1, o3, o3-mini, o4. We apply the prompt patterns OpenAI recommends for each, so the rewrite is tuned to the version you're using.
Is my prompt stored or used for training?
No. Prompts are sent to the rewriter, scored, returned, and discarded. We don't train on them and we don't keep them around.
Do I need to know prompt engineering to use this?
Nope. That's the point. Paste what you have, click Rewrite, get back a version that follows OpenAI's official guidance.
What makes this different from OpenAI o1 / o3 / o4's own "improve prompt" feature?
Built-in optimizers use the model's own preferences. Ours is built on OpenAI's official documentation and patterns that consistently produce better results in production. OpenAI o1 / o3 / o4 works best with prompts in the 50-500 token range, and we keep rewrites inside that window.

Optimizing for a different AI?