# Super LoRA Loader — Development & Power User Docs This document contains the full, detailed documentation for developers and power users. For the simplified user guide, see the main README. ## 🌟 Features ### Core Features - **Multiple LoRA Loading**: Load multiple LoRAs in a single node - **Individual Controls**: Toggle and adjust strength for each LoRA independently - **Dual Strength Support**: Separate model and CLIP strength controls - **Trigger Words**: Automatic trigger word fetching from CivitAI + manual input - **Template System**: Save and load LoRA configurations - **Duplicate Detection**: Prevents adding the same LoRA twice ### Advanced Features - **Tag System**: Organize LoRAs by categories (Character, Style, Quality, etc.) - **Collapsible Groups**: Expand/collapse tag sections for better organization - **Auto-fetch Metadata**: Automatic CivitAI integration for trigger words - **Visual Indicators**: Shows auto-populated vs manual trigger words - **Master Controls**: Toggle all, show combined trigger words ### Modern UI Features - **Settings Panel**: Configurable options for all features - **Toast Notifications**: Success, warning, and error messages - **Responsive Design**: Clean, modern interface - **Keyboard Support**: Efficient keyboard shortcuts - **Multi-select Add LoRA Overlay**: Toggle multi-select; single-click add in single mode - **Folder Filter Chips**: Quickly scope lists by top-level folders - **Batch Add Footer**: Add Selected, Clear selection, Cancel in multi-select - **Duplicate-aware Selection**: Already-added items disabled; summary toasts on batch add - **Inline Editors**: In-canvas text/number editors for quick tweaks ## 🏗️ Architecture ### Backend (Python) - `backend/__init__.py` - ComfyUI node registration - `backend/super_lora_node.py` - Main node implementation - `backend/lora_utils.py` - LoRA processing utilities - `backend/civitai_service.py` - CivitAI API integration - `backend/template_manager.py` - Template save/load system ### Frontend (TypeScript) - `frontend/src/extension.ts` - Main extension entry point - `frontend/src/nodes/SuperLoraNode.ts` - Node implementation - `frontend/src/widgets/` - Individual widget components - `frontend/src/services/` - Business logic services - `frontend/src/types/` - TypeScript type definitions - `frontend/src/styles/` - Modern SCSS styling ## 🚀 Installation 1. Copy the directory to `ComfyUI/custom_nodes/super-lora-loader/` 2. Optional: `pip install -r requirements.txt` 3. Frontend: `cd frontend && npm install && npm run build` 4. Restart ComfyUI ### Quick Setup (Development) ``` cd ComfyUI/custom_nodes/super-lora-loader cd frontend && npm install && npm run build ``` ### Testing ``` # Backend python test_backend.py # Widgets python test_widgets.py # Frontend (open) open test_frontend.html # Extension debug (open) open debug_extension.html ``` ### Troubleshooting - Wait for ComfyUI to fully load; the extension retries - Check browser console for registration logs - Refresh if needed; ensure recent ComfyUI ## 🔧 Development ### Frontend Dev (hot reload) ``` cd frontend npm run dev ``` ### Type Checking ``` cd frontend npm run type-check ``` ### Production Build ``` cd frontend npm run build ``` ## 📖 Usage 1. Add the node (search for "Super LoRA Loader") 2. Connect MODEL/CLIP 3. Add LoRAs via "➕ Add LoRA" 4. Configure strengths, triggers, tags 5. Save/load templates ### Add LoRA Overlay - Single-select: click to add - Multi-select: toggle on; select items; use footer to Add Selected/Clear - Duplicates disabled; first selection updates current row (when opened from a row), others append - Folder filters with top-level and subfolder chips; session-persistent ### Settings - Auto-fetch Trigger Words - Enable Tags - Separate Model/CLIP Strengths - Show Trigger Words - Show Tag Chip - Show Move Arrows - Show Remove Button - Show Strength Controls - Enable Templates - Enable Deletion - Enable Sorting ### Tag System - Default groups; fully editable via tag selector (rename/delete) ### Templates - Save, load, rename (✏️), delete (🗑) via overlay actions ## 🔗 Integration - CivitAI: auto fetch trigger words by hash - ComfyUI Frontend: modern TS architecture ## 🤝 Contributing - Fork → branch → PR; include tests when applicable ## 📝 License MIT ## 📞 Support Use GitHub issues ## 🎯 Latest Updates - Multi-select Add LoRA overlay; batch add footer - Folder and subfolder chips; session-persistent filters - Duplicate-aware UX; added/skipped counts - Template inline rename/delete - Expanded settings toggles