Clothing_State Styler (Advanced)

Clothing_State is the menu for the condition clothing is in, as opposed to what the clothing is. It's a 49-entry dropdown of Danbooru-derived states: unbuttoned, unzipped, untied, open clothes, clothing aside, see-through, undressing. In plain terms, it's the "coming undone" axis - and yes, that makes it one of the pack's NSFW-leaning menus. It exists because these are all real booru tags the SDXL-lineage anime models actually understand, so the menu is a convenient way to reach them without memorizing the vocabulary.

Whether that's useful to you depends entirely on what you're making. If it's not your thing, skip it; if it is, it's a tidy shortcut to a specific set of tags.

The "Advanced" part

This node ships only in the Advanced flavor, built for SDXL's two text encoders (OpenCLIP-G and CLIP-L). You get text_positive_g and text_positive_l instead of one positive box, plus negative_prompt_to (Both / G only / L only). Put the same subject in both encoders to start; the split is optional finesse, not a requirement. It only means anything on SDXL - SD 1.5 has one encoder, and the 2026 LLM-encoded models don't have this CLIP-G/CLIP-L world at all.

How it works

It's a fork of SDXL Prompt Styler. Each state is a JSON template with a {prompt} slot; your text drops in, the state phrase gets wrapped at a strong weight (~2.0), and rewritten prompt strings come out. Text only - nothing loads a model. Because these are literal booru tags, they behave best on the SDXL/Illustrious/Pony family that was trained on that tag vocabulary.

Inputs and outputs that matter

• clothing_state - the 49-entry dropdown. none = off.
• text_positive_g / text_positive_l - your subject, once per SDXL encoder.
• negative_prompt_to - Both (default), G only, or L only.

log_prompt prints the assembled prompt. The node returns six strings - text_positive_g, text_positive_l, combined text_positive, and the three negatives. Wire _g/_l into an SDXL dual CLIP Text Encode, or take the combined text_positive / text_negative.

Installing it

ComfyUI Manager: search ComfyUI_MileHighStyler, install, restart. Or:

cd ComfyUI/custom_nodes && git clone https://github.com/TripleHeadedMonkey/ComfyUI_MileHighStyler

No models, no dependencies. Nodes appear under ali1234/stylers.

Where people get burned

• Wrong model family. These are booru tags. On an anime SDXL checkpoint (Illustrious, NoobAI, Pony) they land clean; on a photoreal base or a 2026 LLM-encoded model they get vaguer, because the tag vocabulary was never trained in the same way. Match the menu to the model.
• Strong tags conflict. A "state" tag at 2.0 can argue with whatever the Clothing_Style menu or your own prompt says the outfit is. If the result is garbled, you've over-specified the wardrobe - thin it out.
• The Advanced split is SDXL-only. Off SDXL the _g/_l sockets are dead weight; use a basic node or just type the tag.