ComfyUi_PromptStylers

★ 106

提示工程模板化提示SDXL兼容ComfyUI节点

基于SDXL Prompt Styler的ComfyUI自定义节点集合，使用JSON模板替换{prompt}并管理正负面提示，便于批量套用与快速切换提示风格。

💡 用JSON模板快速为正负提示套用预设风格并生成风格化提示。

🍴 13 Forks💻 Python🔄 2025-02-15

🔗 GitHub 原文

📦

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https://pan.quark.cn/s/c73fe210bae7

📄 README

SDXL Prompt Styler

=======

All credits to twri/sdxl_prompt_styler “https://github.com/twri/sdxl_prompt_styler“

Custom node for ComfyUI that I organized and customized to my needs.

SDXL Prompt Styler is a node that enables you to style prompts based on predefined templates stored in a JSON file. The node specifically replaces a {prompt} placeholder in the ‘prompt’ field of each template with provided positive text.

The node also effectively manages negative prompts. If negative text is provided, the node combines this with the ‘negative_prompt’ field from the template. If no negative text is supplied, the system defaults to using the ‘negative_prompt’ from the JSON template. This flexibility enables the creation of a diverse and specific range of negative prompts.

Usage Example with SDXL Prompt Styler

Template example from a JSON file:

[
    {
        "name": "base",
        "prompt": "{prompt}",
        "negative_prompt": ""
    },
    {
        "name": "enhance",
        "prompt": "breathtaking {prompt} . award-winning, professional, highly detailed",
        "negative_prompt": "ugly, deformed, noisy, blurry, distorted, grainy"
    }
]

style = "enhance"
positive_prompt = "a futuristic pop up tent in a forest"
negative_prompt = "dark"

This will generate the following styled prompts as outputs:

breathtaking a futuristic pop up tent in a forest . award-winning, professional, highly detailed
ugly, deformed, noisy, blurry, distorted, grainy, dark

Installation of the Original SDXL Prompt Styler by twri/sdxl_prompt_styler (Optional)

(Optional) For the Original SDXL Prompt Styler

To install and use the SDXL Prompt Styler nodes, follow these steps:

Open a terminal or command line interface.

Navigate to the ComfyUI/custom_nodes/ directory.

Run the following command:

4. Restart ComfyUI.

This command clones the SDXL Prompt Styler repository into your `ComfyUI/custom_nodes/` directory. You should now be able to access and use the nodes from this repository.

### Installation of my customized version
1. Open a terminal or command line interface.
2. Navigate to the `ComfyUI/custom_nodes/` directory.
3. Run the following command:

Restart ComfyUI.

This command clones the repository into your ComfyUI/custom_nodes/ directory. You should now be able to access and use the nodes from this repository.

After restart you should see a new submenu Style Prompts – click on the desired style and the node will appear in your workflow

Thanks to Three Headed Monkey in Discord of AI Revolution (discord.gg/rXFmn3gaAc) for the hard work with producing most of the various styles

Inputs

text_positive – text for the positive base prompt G

text_negative – text for the negative base prompt G

log_prompt – print inputs and outputs to stdout

Outputs

positive_prompt_text_g – combined prompt with style for positive promt G

negative_prompt_text_g – combined prompt with style for negative promt G

Example – More in Example Folder with Workflow

Mythical Creature – The Kraken, Terror of the Deep

Fantasy Setting – Neverland

Mythical Creature – – The Banshee, Wailer of Fate

Workflow

My workflow is a bit complex with lots of nodes, custome models for base and refiner. It has the face detail, hand, body, upscale, blend. Most of my prompts are just random with a selected style, and with wildcards, feelin lucky, magic prompt, and one button prompt. Use a very simple sentence and see what crazyness pops up. Find a workflow that works best for you.