Prompt Remix

Start from a proven prompt, make it yours. Customize any library prompt with your own examples and preferences.

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Your assembled prompt will appear here as you edit.

Tip: Few-shot examples are the most powerful part of your prompt. Replace the defaults with 3-5 examples of YOUR ideal A&P format to teach the AI exactly how you like your notes. The examples section is highlighted in yellow for easy access.

đź§Ş Clinical AI Workbench

Learning Goal: Iterative Testing

The goal of this workbench is to teach the process of building a case library and iteratively testing your prompts.

  • Model Differences: This tool runs a small AI model directly in your browser for privacy. It is less powerful than the large models you likely use at work (like GPT-4 or Claude 3.5).
  • Performance: Some complex prompts from the library may not work perfectly here. That's expected! If a prompt works well on this small model, it will likely work even better on larger models.
  • Best Practice: Use this tool to refine the structure and logic of your prompt. Once the logic holds up here, you can be confident deploying it to your production environment.
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Safety First: Synthetic Data Only
This tool is for prompt refinement and testing only. Do not enter real patient data. Use the provided synthetic cases or create your own de-identified examples.
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1. Select Prompt

2. Select Case Data

Share Your Prompt

Refined a prompt that consistently delivers quality output? Consider sharing it on the contributions page. Your tested solution could save colleagues hours of iteration and help build a stronger resource for the entire clinical community.

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Support Open Source Clinical AI

All resources are free at this time thanks to your generous support. Consider contributing prompts or supporting development.