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Prompting Resources and Tips

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I recently found a dataset on that has a huge list of prompts. It's called , but they point out that it's applicable to other models as well. There are some really useful ones in it along with some funny ones like Magician and Lunatic 😂

I've found persona prompts like this to be really helpful, and I want to start trying out some of these now. I've even gotten my wife to start using some persona prompts in and she's getting better results.

Do you have any go-to prompts or personas you use when building? Or just in general?

Have any other lists of great prompts?

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I wanted to share what I've created based on other companies' systems and foundation prompts, along with all these massive prompts libraries. I've simply built an OpenAI agent that does a great job of creating ultimate prompts or refining yours. Please  ;)

 Very cool! So instead of having to search for a specific prompt, just prompt to get a prompt.

I just tried it out and got a really good prompt for a senior Ruby on Rails developer.

 try it, you will love it.

Using it, I'm even creating a system and foundation prompt of extreme good quality.

 Looks promising, I will give it a try

One prompt I've started using when I'm doing development work is telling to act as a senior engineer who's mentoring me and is invested in seeing me learn and understand engineering concepts. It tends to do a much better job of explaining things when it suggests coding changes, and I've found it really helpful for learning as I go.

Good one. I'm not sure if this one is same as that on Hugging face

 Yep, looks like it's the same one! It seems like they have other resources on that repo though so definitely worth checking that out as well. Good call!

 Kool.

Quick question: what's the tools are you using to manage prompts?

 I'm not actually using any tools for managing prompts. I've just been copy/pasting from this dataset or from past conversations where I had prompts that seemed to work well.

Any suggestions for managing prompts?

 Nope. I'm copy/pasting too :)

I wrote a blog post about all my favorite tips to use vibe coding tools like Mocha or Lovable better, see here: https://blog.getmocha.com/ultimate-prompt-power-up-guide/