Wizdroid ComfyUI Outfit Selection

<p align="center"> <img src="icon.svg" alt="Wizdroid Outfits" width="64" height="6### Mak- **Sprite Sheets**: Game-ready character sprites

📋 Prerequisiteslick the Makeup field to open the animated editor

• Add items like lipstick, eyeliner, blush, highlighter
• Use Enable/Duplicate/Clear All controls for quick edits

Avoid Terms

• Use the Avoid field to list items you don't want (comma-separated or free text)
• These are appended as "Avoid: ..." in the final prompt

Export Preset

• Toggle "export_preset" to print a preset JSON snippet to the console
• Paste under your gender in data/presets.json and give it a name

A comprehensive outfit generation system for ComfyUI with AI-powered prompt enhancement and dynamic outfit composition.

📖 Table of Contents

• Features
• Prerequisites
• Installation
• Quick Start
• Data & Extensibility
• Project Structure
• License

🎯 Features

👗 Dynamic Outfit Generation

• Female & Male Outfit Nodes: Generate complete outfits with intelligent randomization
• Extensive Customization: 20+ outfit categories (torso, legs, feet, accessories, etc.)
• Smart Presets: Curated presets per gender that auto-fill only empty fields
• JSON-Based Data: Easily customizable outfit options via JSON files
• Seed Management: Fixed, random, increment, and decrement modes

🤖 AI-Powered Enhancement

• Ollama LLM Integration: Enhance prompts with local AI models (✨ Ollama Prompter)
• Simple Ollama: Streamlined prompt enhancement (🎯 Simple Ollama)
• Vision Node Support: Describe images using vision-language models (👁️ Ollama Vision)
• Style Helper: Professional photo styling assistance (📸 Photo Style Helper)
• Character Sheets: Generate detailed character turnarounds and expression sheets (👤 Character Sheet Generator)

🎨 Advanced Customization

• Makeup UI: Animated, toggleable makeup editor with duplicate/clear controls
• Style Controls: Art styles, lighting, cameras, and scene composition
• Background Options: Diverse scene and environment settings
• Age & Demographics: Comprehensive character customization
• Avoid Terms: Add negative keywords (e.g., blurry, low-res) to refine outputs
• Preset Export: Export current settings as JSON snippets for reuse
• Preset Patch Applier: Apply and merge preset configurations (🧩 Preset Patch Applier)

📦 Installation

Method 1: Git Clone (Recommended)

cd ComfyUI/custom_nodes/
git clone https://github.com/wizdroid/wizdroid-fashionista.git

Method 2: Manual Download

1. Download the latest release from the Releases page
2. Extract to ComfyUI/custom_nodes/wizdroid-fashionista/

Method 3: ComfyUI Manager

1. Open ComfyUI Manager
2. Search for "ComfyUI Outfit Selection"
3. Click Install

🚀 Quick Start

Basic Usage

1. Start ComfyUI
2. Look for nodes in these categories:
   • Wizdroid/Outfits: Core outfit generation nodes
   • Wizdroid/AI: AI-powered enhancement nodes
   • Wizdroid/Utils: Utility and helper nodes

Core Outfit Nodes

• 👗 Female Outfit Node: Generate female outfits with full customization
• 👔 Male Outfit Node: Generate male outfits with full customization

AI Enhancement Nodes

• ✨ Ollama Prompter: Advanced prompt enhancement with local AI models
• 🎯 Simple Ollama: Streamlined prompt enhancement
• 👁️ Ollama Vision: Describe images using vision-language models
• 📸 Photo Style Helper: Professional photo styling assistance

Utility Nodes

• 👤 Character Sheet Generator: Create character turnarounds, expression sheets, and action poses
• 🧩 Preset Patch Applier: Apply and merge preset configurations
• 🔄 Outfit Inputs from JSON: Bridge nodes for JSON-based outfit input

Example Workflows

Basic Outfit Generation

[Female/Male Outfit Node] → [Ollama Prompter] → [Your Image Generation Model]

Character Sheet Creation

[Character Sheet Generator] → [Text Output] → [Image Generation Model]

Advanced Workflow with Styling

[Female Outfit Node] → [Photo Style Helper] → [Ollama Prompter] → [Image Generation]

Using Presets

• Choose a Preset from the dropdown to auto-fill empty fields
• Presets include pose, background, scene highlights (mood, time, color scheme), and optional makeup
• You can override any field after applying a preset
• Use "Export Preset" to save your current configuration as JSON

Notes:

• If a preset references an unknown key, the node logs a warning to help curate data
• Presets are loaded from data/presets.json under keys by gender

Character Sheet Generation

The Character Sheet Generator creates detailed prompts for:

• Character Turnarounds: Multiple angle views (front, side, back)
• Expression Sheets: Emotional expressions and facial studies
• Action Pose Sheets: Dynamic poses and movement studies
• Outfit Sheets: Clothing and accessory variations
• Anatomy Studies: Detailed anatomical references
• Sprite Sheets: Game-ready character sprites

Makeup Editor

Avoid Terms

• Use the Avoid field to list items you don’t want (comma-separated or free text).
• These are appended as “Avoid: ...” in the final prompt.

Export Preset

• Toggle “export_preset” to print a preset JSON snippet to the console.
• Paste under your gender in data/presets.json and give it a name.
• Click the Makeup field to open the editor.
• Add items like lipstick, eyeliner, blush, highlighter, etc.
• Use the Enable/Duplicate/Clear All controls for quick edits.

📋 Prerequisites

Core Requirements

• ComfyUI (latest version recommended)
• Python 3.8+

Optional Dependencies (for AI Features)

For AI prompt enhancement and vision capabilities:

pip install -r requirements.txt

Ollama Integration:

• Install Ollama for local AI model support
• Download models for different capabilities:
  • Text enhancement: ollama pull llama2, ollama pull mistral
  • Vision support: ollama pull llava, ollama pull moondream
  • Code generation: ollama pull codellama

Vision Node Requirements:

• Additional Python packages may be required for vision features
• Models like llava and moondream provide image description capabilities

🧩 Data & Extensibility

Customizing Outfit Options

• Edit JSON files in data/outfit/<gender>/*.json
• Each file contains an attire array with outfit objects
• The node automatically discovers parts and prepends control values: none, random

Adding New Presets

Edit data/presets.json:

• Top-level keys: female, male
• Under each gender, add presets by name mapping to { part_or_option_key: value }
• Only valid input keys will be applied; invalid keys log warnings
• Keep values aligned with available options in the corresponding JSONs

Extending Styles and Scenes

Modify files under data/styles/:

• Scene Controls: mood, time_of_day, weather, color_scheme
• Style Controls: description_style, creative_scale
• Enhancement Data: Photo styling and prompt enhancement templates
• All style definitions are easily customizable and extensible

Character Sheet Templates

The Character Sheet Generator supports multiple template types:

• Turnaround Sheets: Multi-angle character views
• Expression Studies: Facial expression variations
• Action Poses: Dynamic movement and action shots
• Outfit Variations: Clothing and accessory studies
• Anatomy References: Detailed character studies

📄 License

This project is licensed under the MIT License. See the LICENSE file for details.

License

This project is licensed under the MIT License. See the LICENSE file for details.

📁 Project Structure

wizdroid-fashionista/
├── nodes/                          # Core ComfyUI node implementations
│   ├── dynamic_outfit.py          # Main outfit generation nodes
│   ├── preset_node.py             # Preset management
│   └── preset_outfit_node.py      # Preset-based outfit nodes
├── support_nodes/                  # AI and utility support nodes
│   ├── character_sheet_generator.py # Character sheet creation
│   ├── ollama_llm.py              # Enhanced LLM integration
│   ├── ollama_vision.py           # Vision model support
│   ├── simple_ollama.py           # Simplified LLM interface
│   ├── style_helper.py            # Photo styling assistance
│   ├── preset_patch_applier.py    # Preset management
│   └── outfit_inputs_from_json.py # JSON bridge nodes
├── utils/                          # Shared utilities and libraries
│   ├── data_loader.py             # Data loading and caching
│   ├── prompt_builder.py          # Prompt construction
│   ├── common.py                  # Common utilities
│   └── ollama_base.py             # Base Ollama functionality
├── data/                           # JSON configuration files
│   ├── outfit/                    # Outfit definitions by gender
│   │   ├── female/                # Female outfit categories
│   │   └── male/                  # Male outfit categories
│   ├── styles/                    # Styling and enhancement data
│   ├── presets.json              # Curated outfit presets
│   ├── backgrounds.json          # Background options
│   ├── race.json                 # Character demographics
│   └── age_groups.json           # Age group definitions
├── web/                           # Custom UI components
│   ├── beautiful_ui.js           # Enhanced UI functionality
│   └── makeup_ui.js              # Makeup editor interface
├── tests/                         # Comprehensive test suite
└── example_workflows/             # Example ComfyUI workflows