Prompt Styler Fashion

SDXLPromptbyFashionArt is the fashion-themed node in wolfden's SDXL Prompt Styler pack. It carries ~31 fashion presets - Elegant Evening Gowns, Urban Streetwear, Bohemian Festival Vibes, High-Tech Futuristic Couture, Gothic Elegance, Cosplay Extravaganza, and more. Type your subject, pick a look, and the node wraps your text in that shoot's styling.

Unlike the tiny "pick one facet" nodes, these presets are closer to a whole mood - an entire fashion-editorial scene, not just a keyword. That makes it a quick way to explore looks, and something to be aware of, because the preset brings a lot of its own content along.

How it works

Each fashion style is a JSON entry with a {prompt} placeholder in its prompt field and a negative_prompt. Pick "Urban Streetwear" and your text_positive slots into a template full of streetwear styling and setting. No model, no API, no key - string substitution against a lookup table. The vibe comes from the keywords the preset injects around your subject.

The negative is baked into each preset, and if you type into text_negative yours merges with the template's rather than replacing it.

The inputs that matter

• text_positive - your subject. Keep it focused; the preset supplies the fashion.
• style - the look, ~31 options.
• text_negative - optional, merged with the preset's negative.

log_prompt (No/Yes) prints the finished prompt to the ComfyUI console - worth turning on since these presets are wordy. Outputs are positive_prompt_text_g and negative_prompt_text_g, both strings; positive into the CLIP Text Encode feeding your positive conditioning, negative into the negative one. On SDXL the same string can go into both G and L of a CLIPTextEncodeSDXL.

Installing it

ComfyUI Manager: search SDXL Prompt Styler (wolfden), install, restart. Or manually:

cd ComfyUI/custom_nodes
git clone https://github.com/wolfden/ComfyUi_PromptStylers

Restart ComfyUI and look under the Style Prompts submenu. No downloads, no dependencies - pure text handling.

Where people get tripped up

Because each preset is basically a full scene, your subject can get overpowered by the styling - you wanted a specific outfit and got the preset's outfit instead. When that happens, flip log_prompt to Yes, read what the template added, and either pick a lighter preset or edit it. The styles are JSON in the pack folder, so trimming them is easy.

The pack-wide caveat: these templates were tuned for SDXL and its CLIP encoder, so they land best on SDXL, Illustrious, Pony, NoobAI. On 2026 LLM-encoded models the styling weakens and the inherited negative does nothing at CFG 1, where distilled Turbo/Lightning checkpoints run, because CFG 1 skips the negative pass. The node styles any model's prompt since it's just text, but it was built for SDXL.

If the node doesn't appear after install, do a full restart and check the Style Prompts submenu, not the root menu.