card-forge 0.2.0

Modern CLI tool for AI character card management - extract, repositorize, and rebuild character cards

Card Forge 🔨

中文版README | English README

Modern CLI tool for AI character card management - Extract, repositorize, and rebuild character cards with ease!

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║                    🔨 AI Character Card Management Tool 🔨                    ║
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⚠️ Compatibility Notice: This project is designed primarily for Character Card V3 Specification (CCV3) under https://github.com/kwaroran/character-card-spec-v3. Legacy versions are technically supported but not guaranteed to work correctly with all features.

🚀 Key Features

• 📤 Extract: Get character data from PNG files to JSON with full CCV3 support
• 📁 Repositorize: Convert cards to version-control friendly file structures
• 🔨 Rebuild: Reconstruct cards from repositories with data integrity validation
• ✅ Validate: Check card integrity and specification compliance using Pydantic models
• 📊 Analyze: Get detailed character card information and statistics
• ⚙️ Configurable: Flexible YAML-based configuration for custom workflows
• 🎨 Modern CLI: Beautiful interface with helpful commands and clear feedback

🔧 Installation

# Install with uv (recommended)
uv add --dev card-forge

# Or with pip
pip install card-forge

🎯 Quick Start

# Extract character data from a PNG file
card-forge extract character.png

# Convert a character card to a repository structure
card-forge repo character.png

# Rebuild a character card from repository
card-forge build my_character/

# Validate a character card
card-forge validate character.png

# Get detailed information about a character
card-forge info character.png

🏗️ Architecture & Data Models

Card Forge is built on robust Pydantic v2 models that ensure data integrity and type safety throughout the entire workflow. Our models provide:

• Full CCV3 Compliance: Complete implementation of Character Card V3 specification
• Type Safety: All character data is validated using strongly-typed Pydantic models
• Data Integrity: Automatic validation during extraction, repositorization, and rebuilding
• Extensibility: Support for custom extensions and application-specific fields

Core Models

from forge.models import CharacterCardV3, CharacterCardV3Data, Lorebook, LorebookEntry, Asset

# All character cards are represented as validated Pydantic models
card: CharacterCardV3 = extract_card_data("character.png")

# Access typed data with full IDE support and validation
character_name: str = card.data.name
lorebook: Optional[Lorebook] = card.data.character_book
assets: Optional[List[Asset]] = card.data.assets

Model Features:

• Automatic Validation: Invalid data is caught early with clear error messages
• Type Hints: Full IDE support with autocompletion and type checking
• Flexible Fields: Support for optional fields, defaults, and custom extensions
• JSON Serialization: Seamless conversion between Python objects and JSON

📋 Command Reference

Extract Command

card-forge extract card.png                     # Extract to character_name.json
card-forge extract card.png -o mychar.json      # Custom output filename

Repository Command

card-forge repo card.png                        # From PNG file
card-forge repo character.json                  # From JSON file
card-forge repo card.png -c custom_config.yaml  # Custom configuration

Repository Structure:

character_name/
├── _metadata.yaml              # Card metadata (spec, version)
└── data/
    ├── _metadata.yaml          # Remaining character data
    ├── description.md          # Character description
    ├── personality.md          # Personality traits
    ├── scenario.md             # Scenario description
    ├── system_prompt.md        # System instructions
    ├── first_message.md        # First message
    ├── example_messages.md     # Example dialogue
    ├── creator_notes.md        # Creator notes
    ├── alternate_greetings/    # Alternative greetings
    │   ├── 001.md
    │   └── 002.md
    ├── group_only_greetings/   # Group chat greetings
    │   └── 001.md
    ├── creator_notes_multilingual/  # Multi-language notes
    │   ├── en.md
    │   └── es.md
    ├── assets/                 # Character assets
    │   ├── main_icon.yaml
    │   └── background_image.yaml
    ├── extensions/             # Extensions and scripts
    │   ├── _metadata.yaml
    │   ├── TavernHelper_scripts/
    │   │   └── 001_script_name.yaml
    │   └── regex_scripts/
    │       └── 001_script_name.yaml
    └── character_book/         # Lorebook entries
        ├── _metadata.yaml
        └── entries/
            ├── 001_location.yaml
            └── 002_character.yaml

Build Command

card-forge build my_character/                  # Rebuild to JSON
card-forge build my_character/ -f png           # Rebuild to PNG
card-forge build my_character/ -o rebuilt       # Custom output name
card-forge build my_character/ -f png -b base.png  # Custom base image

Validation & Analysis

card-forge validate character.png               # Validate PNG
card-forge validate character.json              # Validate JSON
card-forge info character.png                   # Show detailed information

Configuration

card-forge init-config                          # Generate config.yaml
card-forge init-config -o custom.yaml           # Custom filename

🛠️ Development Workflow

1. Extract and Explore

card-forge extract my_card.png
card-forge info my_card.png

2. Convert to Repository

card-forge repo my_card.png

3. Edit Files - Edit individual files in your favorite editor

4. Rebuild and Test

card-forge build my_character/
card-forge validate my_character_rebuilt.json
card-forge build my_character/ -f png

🔄 Common Use Cases

Version Control for Character Development

card-forge repo character.png
git init character_name && cd character_name
git add . && git commit -m "Initial character import"
# Make changes to files...
git commit -am "Updated personality traits"
card-forge build . -f png

Collaborative Character Creation

card-forge repo base_character.png
# Team members work on different files
# Person A: personality.md, Person B: lorebook entries, Person C: greetings
card-forge build character/ -f png

Character Analysis and Debugging

card-forge info problematic_card.png
card-forge validate character.png

📦 API Usage

Programmatic Access with Pydantic Models:

from forge.helper import extract_card_data, repositorize, rebuild_card
from forge.models import CharacterCardV3

# Extract character card with full type safety
card: CharacterCardV3 = extract_card_data("character.png")

# Access validated data
print(f"Character: {card.data.name}")
print(f"Creator: {card.data.creator}")
print(f"Lorebook entries: {len(card.data.character_book.entries) if card.data.character_book else 0}")

# Convert to repository structure  
repo_path: str = repositorize(card)

# Edit files in the repository...

# Rebuild with validation
rebuilt_card: CharacterCardV3 = rebuild_card(repo_path)

⚙️ Configuration System

Card Forge uses a flexible YAML-based configuration system for customizing how character data is organized into files and directories.

Field Types and Options

repositorize:
  fields:
    field_name:
      enabled: true/false          # Whether to process this field
      type: string|array|dict|nested  # How to handle the data
      filename: "custom.md"        # For string types
      file_pattern: "{template}"   # For arrays and dicts
      value_type: string|dict      # Type of values in arrays/dicts

Template Variables

• {idx} - Array index (auto-padded with zeros)
• {value.name} - Access nested properties with dot notation
• {value.id}_{value.title} - Combine multiple properties

Configuration Examples

Custom Array Patterns:

alternate_greetings:
  enabled: true
  type: array
  file_pattern: "greeting_{idx}.md"
  value_type: string

Complex Object Arrays:

assets:
  enabled: true
  type: array
  file_pattern: "{name}_{type}.yaml"
  value_type: dict

Multilingual Content:

creator_notes_multilingual:
  enabled: true
  type: dict
  file_pattern: "notes_{key}.md"
  value_type: string

🎮 Compatibility

• ✅ SillyTavern: Full compatibility
• ✅ RisuAI: Full compatibility
• ✅ Character Card V3: Complete specification support
• ✅ Legacy formats: Backward compatible

🤝 Contributing

1. Fork the repository
2. Create a feature branch
3. Make your changes
4. Add tests for new functionality
5. Submit a pull request

📄 License

MIT License - see LICENSE file for details.

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Card Forge - Making character card management simple, organized, and version-control friendly! 🎭✨