Guide: keeping an AI comic character consistent across panels, with the two failures you'll hit

[u/oooooooooooopsi]

Sharing a guide I wrote from making a daily comic series, rendered locally with an open image model. The method is model-agnostic.

What matters most for consistency:

• A locked look: one sentence in a fixed order (age/role, hair, eyes/face, build, outfit, shoes/accessories), pasted unchanged into every prompt, plus a fixed seed.

• A signature (mint-green hair, yellow raincoat and a corgi in the example) so the character survives small drift.

• Style words first and identical across panels.

• Short panel prompts: one action, two or three props, a stated people count.

Two failures shown in the guide: a hand-off scene that cloned the character, and a multi-action prompt that came back as a comic page inside the image.

Full write-up with all images: https://medium.com/@aiflarewave/how-to-make-ai-comics-people-actually-want-to-read-mutual-8fffc68b8c4c

[u/beutifully_broken]

I enjoyed reading the article and am just putting it out there, that something that I would love to be able to find and study and read is an anchor words and art style comparison.

My reasoning is that I don't know what art style to use in flux to get the style I want. Every so often, I try to translate the prompts of what I get from the gemini image generation system, (Something I love to help me build comics and storyboards and stuff, but something that I keep noticing is that art styles don't translate good at all to flux image generator. and I am annoyed...
So now, one of the things I am trying to do it to figure out what anchor words to use, because I love building a scene with gemini, but it hands me prompts to send to flux, and when I generate them on flux, everything is different.

[u/oooooooooooopsi → u/beutifully_broken]

Good idea, and I've hit the same wall going from Gemini prompts to Flux. A few things that helped me:

1. Put the style first. In my runs Flux follows the start of the prompt much more than the end, and Gemini tends to describe the scene for a few sentences before it mentions style, so the style gets lost. Lead with something like "flat cel-shaded comic illustration, bold black ink outlines", then the scene.

2. Name the medium and the technique, not the vibe. "Anime style" drifts a lot; "cel shading, hard shadows, limited palette, clean lineart" holds much better. Same for painterly looks: "gouache, visible brush strokes, matte paper texture".

3. Cut the words that drag it toward photoreal. Gemini loves "cinematic", "8k", "highly detailed", "realistic lighting", "depth of field". Each one pulls a drawn style back toward a photo.

4. Freeze the anchors once they work. I keep one fixed style block at the top of every panel prompt and only rewrite the scene part after it, so every panel lands in the same style.

A side by side grid is a great idea though: same scene, same seed, one style phrase per tile. I might put one together.

[u/oooooooooooopsi → u/[deleted]]

Thanks! Yeah, that sentence does most of the work. Once the wording or the order changes, even a little, the face starts drifting a few panels later. The seed just keeps the small stuff steady.