Prompt Generator Pro

Prompt Generator Pro is a proprietary, standalone desktop application developed entirely in Python 3.x and built on the PySide6 (Qt for Python) framework. It is specifically designed to optimize and preprocess text prompts for AI image generation models (such as Stable Diffusion, NovelAI, etc.) before final use.

💻 Architecture and Technology

Base Technology: PySide6 (Qt for Python), selected to guarantee a modern, cross-platform, and high-performance Graphical User Interface (GUI).
Persistent Data Management: User configuration, including themes, opacities, the Tag Blacklist, and Professional settings, is serialized and persisted using JSON files for dynamic and efficient preference management.
Custom QWidget Architecture: Implements a custom title bar and uses QSS (Qt Style Sheets) for detailed aesthetic control, allowing individual opacity adjustment on key components (window, QTextEdit, and QPushButton).
Localization (i18n): Employs a JSON-based translation system that allows for runtime interface localization, and includes a translation editor to facilitate user adaptation.

🔧 Key Workflow Functionalities

The program centralizes the efficient manipulation of input text, enabling a fast and professional workflow.

Drag and Drop Support: A core workflow feature. It allows users to drag and drop text files or blocks of text directly into the prompt input area for immediate processing, minimizing friction.
Advanced Cleaning and Formatting Engine: The re (Regular Expressions) module is used to:
- Normalize separators, enforcing the use of commas as unique delimiters between tokens.
- Accurately apply and remove prompt-specific weighting syntax (e.g., (tag:1.3), [tag], {}, ()).
- Execute the Tag Blacklist at the start of every operation, ensuring the removal of unwanted tokens.
Modular Tool System: Features a grid of 14 functional tools that can be dynamically mapped to user quick-access buttons. These operations include:
- Algorithmic Weighting: Application of weight using mathematical formulas to full or segmented prompts (e.g., the "Half Strong" tool for experimentation).
- Randomization: Token permutation using random.shuffle to modify the positional weight within the prompt.
File Management: Implements QFileDialog for loading custom wallpapers (PNG, JPG, SVG) and managing the import/export of personalized tag lists.

I didn't do a Lora today, I actually wanted to update MGC, but it was a hassle since I was using ttk and there were limitations, so I'll separate it into parts and someday I'll update it with all these improvements.

🌟 Purpose and Key Benefits

Prompt Generator Pro transforms messy or raw text prompts into optimized, ready-to-use lists for AI image generation, ensuring consistency and high quality.

Quality Optimization: Automatically injects high-quality tags like masterpiece, best quality, and highres with a single click, driving professional results.
Precision Control (Weighting): Easily applies advanced syntax like (tag:1.3) or (((tag))) without manual typing, reducing errors and saving time.
Automatic Cleanup: Utilizes a customizable Tag Blacklist to automatically remove unwanted or problematic tags before generation.
Extreme Customization: Provides a fully adjustable user experience with themes, opacities, and component styles.

✨ Main Features (Program Highlights)

The application is a modern, fluid desktop tool built using PySide6 (Python), designed for power users.

Custom Interface & Style:
- Customizable Accent Color.
- Individual Opacity Control for the Window, Text Boxes, and Buttons.
- Choice of Component Styles: Rounded (Default) or Flat (Squared).
- Flexible Backgrounds: Supports solid colors or images (Cover, Tile, Center modes).
Multilingual Support: Ready for international users with JSON-based translation files (i18n) and a built-in editor.
Dynamic Toolset: The four primary action buttons are reconfigurable, allowing users to select their favorite tools for quick access.

🛠️ The Prompt Action Toolkit (14 Powerful Tools)

Prompt Generator Pro's core strength is its comprehensive suite of tag manipulation tools:

A. Cleanup and Formatting Tools

Clean (🗑️) - Removes junk characters, excess spaces, and unnecessary line breaks.
Sort (🔠) - Organizes all tags alphabetically for consistency.
Separate (↔️) - Ensures every tag is properly separated by commas.
Unique Tags (🥇) - Automatically removes all duplicate tags from the list.
Force Upper/Lower Case - Standardizes the capitalization of all tags (e.g., all lowercase).

B. Optimization and Weighting Tools

Professional (✨) - Adds your predefined list of high-quality tags to the prompt.
Weight (1.3x) (⚖️) - Applies the common weighting syntax (tag:1.3) to every tag in the prompt.
Triple Emphasis (🔥) - Applies the strongest emphasis syntax: (((tag))).
Remove Weight (⊖) - Strips all existing weighting syntax ((), [], {}) from the prompt.
Half Strong (⚖️½) - Applies weighting to approximately half of the tags for controlled strength experimentation.

C. Structure and Experimentation Tools

Group () (( )) - Wraps the entire resulting prompt in parentheses, increasing its overall weight.
Randomize (🎲) - Shuffles the order of tags, useful for experimenting with positional weight.
Compact (📦) - Optimizes the prompt for length and readability.

⚙️ Advanced Customization (Settings Overview)

Interface Settings: Control transparency, colors, and background images.
Tag Blacklist: Easily manage and edit the list of tags that should be automatically removed from prompts.
Professional Settings: Customize the exact list of high-quality tags added by the "Professional" tool.
Custom Icons: Personalize the look of the sidebar by providing custom paths for SVG or PNG icons.

Model Type	Other
Base Model	Other
Published	12/10/2025

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About this version

Model description

🌟 Purpose and Key Benefits

✨ Main Features (Program Highlights)

🛠️ The Prompt Action Toolkit (14 Powerful Tools)

⚙️ Advanced Customization (Settings Overview)

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