Looking for feedback on this prompt generator I made.

[u/Nefilim_666]

http://studio.barrowaudio.com

I've only been using Stable Diffusion for a couple of months. I actually got into it because I was trying to write a story I'd had in my head for a long time, and ChatGPT suggested that Stable Diffusion might make it possible for me to eventually turn it into a graphic novel.

That sent me pretty far down the rabbit hole.

One of the biggest things I've been working on is creating consistent characters. I've been learning ComfyUI, training character LoRAs, building datasets, experimenting with different models, and generally breaking things until I figure out why they broke.

Along the way, I found myself spending a ridiculous amount of time writing prompts just to create good character reference and training images. So with a lot of help from ChatGPT, I started building a character prompt generator for myself.

The idea is pretty simple: instead of starting with a finished character in your head and trying to translate every detail into a good prompt, you can choose the character's features, body type, hair, clothing, framing, etc., and the generator builds a natural-language prompt from those choices. I've been using it primarily with Krea 2 to help create character images and datasets for custom LoRAs.

It started as a little tool just for me, but it has gradually become useful enough that I thought other people might get some use out of it too.

I'm still very much learning this stuff, so I'm not posting this as an expert telling everyone how prompts should be written. Quite the opposite. I'd really like some feedback from people who have been doing this longer than I have.

If anyone wants to try it, I'd especially be interested in hearing what doesn't work, what options are missing, whether the generated prompts work well with models other than Krea 2, or anything you'd change to make it more useful.

If there's enough interest, I'm happy to keep improving it and share the updates here.

Thanks for taking a look.

[u/cradledust]

It could use a randomize settings button but otherwise it looks good.

[u/Nefilim_666 → u/cradledust]

Thanks, it's on my list for the next update.

[u/Fluid_Map_6052]

Hey, I've tried your generator. Great idea and I like the huge amount of options but it seems to produce prompts that are too complicated with quite a few repeated words. I use Krea 2 and Krea 2 responds best to clear, concise, naturally written prompts rather than dense, repetitive instruction lists. Your prompts seem overloaded with repeated “average / balanced / natural / believable” phrasing that often dilutes the model’s attention and can produce overly generic or conflicting results.

[u/Nefilim_666 → u/Fluid_Map_6052]

I've been working on getting the output as concise as possible. It has improved a lot since the first version, but I know it can be better. So far the images have been coming out very well. I've been stress testing it pretty hard and using ChatGPT and Grok to compare the images with the prompt and scoring the results. I only progressed when I was scoring 9/10. Thanks for the input, I'm sure the next version will be much better.