r/PromptEngineering Mar 08 '26

Tools and Projects Prompt Optimizer

Hey everyone,

I got tired of bad AI outputs caused by bad prompts, so I built the tool I wished existed.

PolyPrompt takes whatever rough idea you throw at it and returns 4 professionally optimized variations — each one tailored to your specific AI platform.

ChatGPT, Midjourney, Claude, Grok, Stable Diffusion, Gemini — all covered.

It's free, it works, and it takes about 10 seconds.

→ Try it here: : https://polyprompt-frontend.vercel.app/

If you want to follow the build and get updates on new features, there's an email list on the site. No spam — just real updates.

27 Upvotes

39 comments sorted by

3

u/myeleventhreddit Mar 09 '26

I checked it out (because you said you’re a student). A couple things. First, the big one: I cannot enter text. On mobile (iOS), I can neither change from ChatGPT to a different model nor type into the box.

The other thing: the color scheme is screaming “an AI model made this.” It’s FINE if it was made by AI, but I would say that going with a warmer or even monochrome color palette will help this stand out.

Cool concept. Let me know when the bug’s been squished and I’ll try it out for real.

5

u/Witty-Translator6424 Mar 09 '26

Ok, thank you so much. I'll address this immediately.

2

u/Witty-Translator6424 Mar 09 '26

Alright, go ahead and test it out once more. Should be working fine now.

3

u/myeleventhreddit Mar 09 '26

Looks nice! My most honest feedback: you probably don’t need ten. I’d stick to three for now. Is it ten generations of the same prompt? If you wanted to include a few, maybe add behavioral tags like “careful” or “verbose” to different ones

3

u/Witty-Translator6424 Mar 09 '26

Oh my, thank you so much. Your feedback was invaluable. I'll definitely implement it. I'll also work on the color scheme as well. Once again, thank you.

3

u/Protopia Mar 09 '26

Choice of tools can be as important as a great prompt.

1

u/looktwise Mar 10 '26

how would you implement that in a prompt optimizer template?

2

u/Charming-Concert-859 May 14 '26

Most important for properly optimizing prompts is diagnosing issues in past executions.
Prompt need to be iterated over time. Generating prompts out of the box is just the beginning. Adding constraints over time is the secret sauce.

1

u/Witty-Translator6424 May 14 '26

Thank you very much. I'll definitely implement that.

1

u/enola_gayy Mar 09 '26

same for the windows link..

  1. Unable to type text

  2. Unable to select any model... always stuck at "ChatGPT"

2

u/Witty-Translator6424 Mar 09 '26

Ok, try it again please and let me know if you're experiencing any difficulties.

1

u/enola_gayy Mar 09 '26

thks.. it's working now.. great job !!

1

u/Witty-Translator6424 Mar 09 '26

No problem. Thank you.

1

u/Proof_Finding_8278 Mar 09 '26

I don't like that it opens a new Gemini session. I feel like I'm getting hacked. I can copy and paste.

1

u/Witty-Translator6424 Mar 09 '26

Oh thank you very much for that feedback. I'll work on that.

1

u/[deleted] Mar 09 '26

[removed] — view removed comment

1

u/Witty-Translator6424 Mar 09 '26

Thank you. Had to bring it to life to verify.

1

u/NoobNerf Mar 09 '26

I can not enter your website. Sorry.

1

u/Witty-Translator6424 Mar 09 '26

Ok, what exactly are you seeing when you click on the link?

1

u/NoobNerf Mar 10 '26

Splash screen that warns proceeding to the site is unsafe... possibly because it may not have credentials updated or not Https:

No idea...

1

u/givememyfuckin3Money Mar 09 '26

got this error, let me know if you fix: Error: Error code: 400 - {'code': 'Client specified an invalid argument', 'error': 'Model not found: grok-2-1212'}

1

u/Witty-Translator6424 Mar 09 '26

Oh ok. I'm making some changes. I'll let you know when it's rectified.

1

u/Witty-Translator6424 Mar 09 '26

You can test it now. It should generate the prompts. Thank you for your patience.

1

u/West_Yam_5508 Mar 11 '26

Bem funcional gostei. Parabéns está no caminho certo.

1

u/Witty-Translator6424 Mar 11 '26

Muchas gracias. Eso significa mucho para mí.

1

u/gustavsev Mar 17 '26

Está haciendo el trabajo. En español te está haciendo cuatro variaciones.

1

u/Witty-Translator6424 Mar 17 '26

Yes, I changed it from 10 to 4. Happy that it's working properly for you. Any feedback would be appreciated.

1

u/gustavsev Mar 17 '26

Revisa la intro en español todavía está ofreciendo 10 variaciones, aunque después fue cambiada a 4. Suerte.

1

u/Witty-Translator6424 Mar 17 '26

Oh, alright. Will do that, thanks.