https://youtu.be/WBHI-2uww7o?si=dijvDaUI4nmx4VkF

MileHighStyler is a highly flexible custom node for ComfyUI that lets you combine powerful style templates with your own prompt—using precise control over placement, weighting, and offsets.

• Custom styles? Easily extendable.
• Stackable? Yes, endlessly.
• Offset prompt position? Yes, to any spot in the template.
• Advanced combo menus? Yes, supports multi-menu combos!

• Per-style weighting (e.g., apply styles at strengths like ("my style":2.0)).
• Per-style offset: Place your prompt anywhere in the template, not just where {prompt} appears.
• Multiple style menus: Organize your templates by category.
• Combined/combo menus: Mix and match categories (like “Fashion + Era + Mode”) in one node.
• Negative prompt support.
• Stack nodes for complex, layered effects.

1. Download or clone this repo into your ComfyUI custom nodes directory:

   ComfyUI/custom_nodes/MileHighStyler/
   

2. Ensure your folder has this structure:

   MileHighStyler/
     ├── sdxl_prompt_styler.py
     ├── data/
     │    └── [menu folders...]
     └── styler_config.json
   

3. Restart ComfyUI. Nodes will appear under the "MileHighStyler" category.

1. Add the desired MileHighStyler node (e.g., Perfection beta Styler, FashionStyler, or your combo node).
2. Enter your prompt in the text_positive field.
3. (Optional) Enter a negative prompt.
4. Select styles from the dropdowns for each menu item.
5. Adjust the style weight (default is 2.0, but any value between 1 and 3 is allowed).
6. Adjust the offset (see "Prompt Offset" below).
7. Connect output to your workflow.

• 0 (default): places your prompt exactly where {prompt} is in the template JSON.
• Positive values: inserts your prompt after Nth word (from the start) in the style.
• Negative values: inserts your prompt before Nth word from the end of the style.
• {prompt} is always removed from the output.

To add a new style menu:

1. Create a new folder under data/ named for your menu, e.g., data/ArtMovement.

2. Add one or more JSON files to this folder. Each file should be a list of style entries, e.g.:

   [
     {
       "name": "Impressionism",
       "prompt": "impressionist art, {prompt}, vibrant brushstrokes",
       "negative_prompt": "blurry, washed out"
     },
     {
       "name": "Cubism",
       "prompt": "cubist shapes, {prompt}, geometric abstraction",
       "negative_prompt": ""
     }
   ]

• name: What shows up in the node dropdown.
• prompt: Must include {prompt} where you want the user’s input (or omit it if you’ll always use offsets).
• negative_prompt: (optional) Anything to append to the negative prompt.

To add a new style entry to an existing menu:

• Just add another object in the menu’s JSON file(s).

1. Edit styler_config.json in the main MileHighStyler folder.

2. Add or change combo menu definitions. Example:

   {
     "Perfection beta": ["filter_options", "unique_identifier", "subject_count", "Fashion", "era", "mode"],
     "Art Fusion": ["ArtMovement", "ColorPalette", "Lighting"]
   }

• The keys become the names of the combo nodes.
• The values are lists of menu folder names (must match folders in data/).
• Each combo menu will have an individual weight and offset per menu field.

3. Restart ComfyUI to see the new combo nodes.

• You can use a menu_labels.json file in your data/ directory to customize how menu names appear in the UI.

Example menu_labels.json:

{
  "Fashion": "Fashion Style",
  "era": "Time Period",
  "mode": "Rendering Mode"
}

• Templates: Each style entry in your JSON is turned into a Template object with a prompt and (optionally) a negative_prompt.

• StylerData: Loads all menu folders and entries into memory at startup.

• Dynamic Node Generation: For each menu and each combo (from styler_config.json), a unique node class is created at runtime with per-menu fields.

• Prompt Replacement:

  • If offset is 0, the user’s prompt replaces the first {prompt} found in the style template.
  • If offset is positive, the prompt is inserted after N words (from the start); any {prompt} is removed.
  • If offset is negative, the prompt is inserted before N words from the end; any {prompt} is removed.

• Weighting: Everything except the user prompt is wrapped in ("...":style_weight), so your style is weighted but the actual prompt isn’t.

• Stacking: You can feed one styler node’s output into another to layer multiple style effects.

• To add logic (e.g., support for multi-line prompts, extra fields), modify the Template.replace_prompts method.
• To change menu organization or UI, edit make_styler_node_class or add new menus/combo logic.
• All configuration is data-driven—no code changes needed for new styles or menu structures!
• The code is written to be readable and modular—check out sdxl_prompt_styler.py to see exactly how everything ties together.

Open an issue or discussion on the repo! Contributions, ideas, and custom style packs are very welcome.

Happy styling!