Style is always a black box, honestly. I'm trying to systematically sort out how to describe common styles.

The Forge / 工坊 Prompt Crafting / 提示词研究
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Been in this game long enough to notice most people don’t actually get stuck on the tools—they just can’t articulate what style they want. Cyberpunk, thick paint, flat illustration, watercolor, film grain—each of these comes with its own set of rules for color palettes, lighting, and brushwork. Just throwing a style name in the prompt usually isn’t enough; you gotta layer in material, light source, and color temperature for the model to really get it. I’ve built myself a little keyword library, sorted by style, with key descriptors. Before generating, I just piece them together.

Wanted to ask you all—when you organize your prompts by style, do you sort by art genre or by use case? I’m mixing both systems right now and it’s getting messy.

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I sort them by use case — one folder for commercial illustrations, one for concept art. Way easier to find stuff than sorting by art style.

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Once I got the lighting and color palette dialed in, my image consistency literally doubled.

4

Same here, looking for tips on organizing my prompt library. Mine’s a total mess too.

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Totally agree about style names not being specific enough. You gotta break it down into actual describable dimensions.

6

mark the word bank

7

For that film look, adding the specific film stock model in the prompt makes it way more accurate.

8

I use that trick too. Portra 400 and Cinestill have totally different vibes, and the model can actually tell them apart :ok_hand:

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