Topics

#ai-art #automatic1111 #comfyui #controlnet #diffusion-models #flux #fooocus #generative-ai #image-generation #img2img #inpainting #lora #node-based #sdxl #stable-diffusion #text-to-image #upscaling #workflow

Language breakdown

Python 67.9%

Makefile 32.1%

▸ Files click to expand

README

🚀 AWESOME COMFYUI BEYOND

The Ultimate 2024-2025 ComfyUI Resource Collection

From cutting-edge video generation to 3D creation, this is your comprehensive guide to the ComfyUI ecosystem.

🎬 Video Gen • 🎭 Face & Portrait • 🎨 Image Magic • 🏗️ 3D Creation • ⚡ Setup

Maintained by: umitkacar | Last Update: November 2024

📑 Table of Contents

🔍 Click to expand navigation

🌟 What's Hot in 2024-2025
⚡ Quick Start & Essential Setup
🎬 Video Generation Revolution
🎭 Face & Portrait Mastery
🎨 Image Enhancement & Effects
🏗️ 3D Generation & Depth
🔧 Workflow & Productivity
📦 Latest Models (2024-2025)
🎓 Learning Hub
⭐ Community Favorites

🌟 What's Hot in 2024-2025

🔥 Major Breakthroughs

| Category | Innovation | Status | Why It Matters | | -------------- | ------------------------------ | ------------------------------------------------------------------------ | ------------------------------------------- | | 🎬 Video | HunyuanVideo (Tencent) | | 13B params, 5s videos, 8GB VRAM | | 🎬 Video | LTX Video (Lightricks) | | First real-time DiT (faster than playback!) | | 🎨 Image | Flux.1 (Black Forest Labs) | | Revolutionary quality, day-1 support | | 🎭 Face | PuLID Flux II | | Consistent faces, no model pollution | | 🏗️ 3D | Trellis | | Unified 3D: Meshes, Gaussians, NeRF | | 🖼️ Removal | BiRefNet | | Best background removal (CAAI AIR'24) | | 📏 Depth | DepthCrafter | | Consistent long depth sequences |

⚙️ ComfyUI V1 Desktop (October 2024)

📦 One-Click Install

No Python setup needed!

📚 Model Library

Drag & drop models

🔄 Auto Updates

Always stay current

🧩 600+ Nodes

Custom Node Registry

⬇️ Download ComfyUI Desktop

⚡ Quick Start & Essential Setup

🎯 First-Time Setup Guide

graph LR
    A[📥 Download Desktop] --> B[🔧 Install Manager]
    B --> C[📦 Add Core Nodes]
    C --> D[🎬 Try Workflow]
    D --> E[🚀 Create Magic!]
style A fill:#ff6b6b     style B fill:#4ecdc4     style C fill:#45b7d1     style D fill:#96ceb4     style E fill:#ffeaa7

🛠️ Must-Have Extensions

🔴 CRITICAL - Install First! (Click to collapse)

1️⃣ ComfyUI Manager

https://github.com/Comfy-Org/ComfyUI-Manager

✅ Install/update all custom nodes ✅ Automatic dependency resolution ✅ Model browser & downloader ✅ One-click missing node installation

2️⃣ Workspace Manager

https://github.com/11cafe/comfyui-workspace-manager

✅ Git-like version control for workflows ✅ Organize workflows, models & images ✅ Sync across multiple devices ✅ Workflow history & rollback

🎨 Core Custom Nodes

🖼️ Image Processing ⚡ Workflow Enhancement 🎛️ Control & Preprocessing

🖼️ Image Processing	⚡ Workflow Enhancement	🎛️ Control & Preprocessing
Impact Pack `github.com/ltdrdata/ ComfyUI-Impact-Pack` • Face detailing • Segmentation • Regional prompting IPAdapter Plus `github.com/cubiq/ ComfyUIIPAdapterplus` • 37 specialized nodes • FaceID V2 support • Style transfer ComfyUI Essentials `github.com/cubiq/ ComfyUI_essentials` • Missing core features • Quality-of-life fixes	WAS Node Suite `github.com/ltdrdata/ was-node-suite-comfyui` • 100+ essential nodes • Image processing • Prompt utilities Efficiency Nodes `github.com/jags111/ efficiency-nodes-comfyui` • Streamlined workflows • Reduced clutter rgthree-comfy `github.com/rgthree/ rgthree-comfy` • Power Prompt • Fast Groups • Utilities Custom Scripts `github.com/pythongosssss/ ComfyUI-Custom-Scripts` • UI/UX improvements	ControlNet Aux `github.com/Fannovel16/ comfyuicontrolnetaux` • 65+ preprocessors • All control types Portrait Master `github.com/florestefano1975/ comfyui-portrait-master` • Advanced portrait control • Professional results

Impact Pack

github.com/ltdrdata/
ComfyUI-Impact-Pack

• Face detailing • Segmentation • Regional prompting

IPAdapter Plus

github.com/cubiq/
ComfyUIIPAdapterplus

• 37 specialized nodes • FaceID V2 support • Style transfer

ComfyUI Essentials

github.com/cubiq/
ComfyUI_essentials

• Missing core features • Quality-of-life fixes

WAS Node Suite

github.com/ltdrdata/
was-node-suite-comfyui

• 100+ essential nodes • Image processing • Prompt utilities

Efficiency Nodes

github.com/jags111/
efficiency-nodes-comfyui

• Streamlined workflows • Reduced clutter

rgthree-comfy

github.com/rgthree/
rgthree-comfy

• Power Prompt • Fast Groups • Utilities

Custom Scripts

github.com/pythongosssss/
ComfyUI-Custom-Scripts

• UI/UX improvements

ControlNet Aux

github.com/Fannovel16/
comfyuicontrolnetaux

• 65+ preprocessors • All control types

Portrait Master

github.com/florestefano1975/
comfyui-portrait-master

• Advanced portrait control • Professional results

🎬 Video Generation Revolution

🏆 State-of-the-Art Models (2024-2025)

🔥 Top Performers Comparison

| Model | Best For | Params | VRAM | Speed | Quality | | ------------------- | ----------------------- | ------ | ----- | ---------- | ---------- | | 🥇 HunyuanVideo | Professional Production | 13B | 8GB+ | ⭐⭐⭐ | ⭐⭐⭐⭐⭐ | | 🥈 LTX Video | Real-time Generation | 13B | 16GB+ | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐ | | 🥉 Mochi | Text-to-Video Quality | 10B | 20GB | ⭐⭐ | ⭐⭐⭐⭐⭐ | | 🎯 CogVideoX | Image-to-Video | - | 14GB | ⭐⭐⭐ | ⭐⭐⭐⭐ |

🔴 HunyuanVideo (Tencent) - CVPR 2025 Highlight

Repository: https://github.com/kijai/ComfyUI-HunyuanVideoWrapper

🎯 Key Features

✨ 13B parameters, DiT architecture
✨ Generate 5-second videos (extendable)
✨ Native ComfyUI support (December 2024)
✨ Custom 3D VAE compression

⚙️ Requirements

Minimum VRAM: 8GB
Recommended: 16GB+
Best Quality: 24GB+

🎬 Use Cases

✓ Professional video production
✓ Marketing content
✓ Social media videos
✓ Product demonstrations

🟠 LTX Video (Lightricks) - Real-Time Generation

Repository: https://github.com/Lightricks/ComfyUI-LTXVideo

🎯 Key Features

🚀 FIRST real-time DiT video model
🚀 Generate at 24FPS (768x512)
🚀 Faster than playback speed!
🚀 Supports up to 60 seconds

📦 Model Variants

| Model | Steps | Speed | Quality | | ------------ | -------- | ------ | -------- | | Standard 13B | Normal | Fast | ⭐⭐⭐⭐ | | Distilled | 4-8 only | ⚡⚡⚡ | ⭐⭐⭐⭐ |

⚙️ Requirements

VRAM: 16GB+
Quantized versions available for 4090/5090

🟡 Mochi (Genmo) - Best Text-to-Video Quality

Repository:

https://github.com/kijai/ComfyUI-MochiWrapper
https://github.com/logtd/ComfyUI-MochiEdit (Video editing)

🎯 Key Features

🎨 10B parameters
🎨 Best text-to-video quality
🎨 Video editing capabilities
🎨 AsymmDiT architecture

⚙️ Requirements

VRAM: 20GB (minimum)
Originally: 4x H100 (100GB) - huge optimization!

🔵 CogVideoX (Tsinghua University) - Best I2V

Repository: https://github.com/kijai/ComfyUI-CogVideoXWrapper

🎯 Key Features

📸 Best image-to-video quality
📸 Chinese prompt optimization
📸 3D VAE + Expert Transformer
📸 Efficient memory usage

⚙️ VRAM Usage

Sampling: 5-6GB
VAE Decode: 13-14GB (peak)
With offloading: Works on 8GB cards

🛠️ Video Tools & Utilities

| Tool | Purpose | Stars | | --------------------------------------------------------------------------------- | ----------------------------- | -------------------------------------------------------------------------------------------------- | | VideoHelperSuite | Essential video processing | | | AnimateDiff-Evolved | Advanced AnimateDiff features | | | LivePortraitKJ | Live portrait animation | |

🎭 Face & Portrait Mastery

🎯 Face Swapping Technology Comparison

graph TD
    A[Choose Your Method] --> B{Priority?}
    B -->|Speed| C[PuLID]
    B -->|Quality| D[InstantID]
    B -->|Flexibility| E[IPAdapter FaceID]
C --> F[⚡ <10 seconds]     D --> G[🏆 Best Results]     E --> H[🔧 Most Versatile]
style C fill:#90EE90     style D fill:#FFD700     style E fill:#87CEEB

🥇 PuLID 🥈 InstantID 🥉 IPAdapter FaceID V2

🥇 PuLID	🥈 InstantID	🥉 IPAdapter FaceID V2
Best for: Lightning-fast results `github.com/cubiq/ PuLID_ComfyUI` ✨ Features: Tuning-free ID customization PuLID Flux II (no pollution) Generate in \<10 seconds Good quality/speed balance ⚡ Speed: ⭐⭐⭐⭐⭐ 🎨 Quality: ⭐⭐⭐⭐ 💾 VRAM: ⭐⭐⭐⭐	Best for: Maximum quality `github.com/cubiq/ ComfyUI_InstantID` `github.com/nosiu/ comfyui-instantId-faceswap` ✨ Features: Highest quality results Combine with FaceDetailer - IP-Adapter for best results SDXL only ⚡ Speed: ⭐⭐⭐ 🎨 Quality: ⭐⭐⭐⭐⭐ 💾 VRAM: ⭐⭐	Best for: Integration needs `github.com/cubiq/ ComfyUIIPAdapterplus` ✨ Features: Kolors FaceIDv2 (Aug 2024) Weight: -1 to 5.0 Requires InsightFace + LoRA Very flexible ⚡ Speed: ⭐⭐⭐⭐ 🎨 Quality: ⭐⭐⭐⭐ 💾 VRAM: ⭐⭐⭐

Best for: Lightning-fast results

github.com/cubiq/
PuLID_ComfyUI

✨ Features:

Tuning-free ID customization
PuLID Flux II (no pollution)
Generate in \<10 seconds
Good quality/speed balance

⚡ Speed: ⭐⭐⭐⭐⭐ 🎨 Quality: ⭐⭐⭐⭐ 💾 VRAM: ⭐⭐⭐⭐

Best for: Maximum quality

github.com/cubiq/
ComfyUI_InstantID

github.com/nosiu/
comfyui-instantId-faceswap

✨ Features:

Highest quality results
Combine with FaceDetailer
- IP-Adapter for best results
SDXL only

⚡ Speed: ⭐⭐⭐ 🎨 Quality: ⭐⭐⭐⭐⭐ 💾 VRAM: ⭐⭐

Best for: Integration needs

github.com/cubiq/
ComfyUIIPAdapterplus

✨ Features:

Kolors FaceIDv2 (Aug 2024)
Weight: -1 to 5.0
Requires InsightFace + LoRA
Very flexible

⚡ Speed: ⭐⭐⭐⭐ 🎨 Quality: ⭐⭐⭐⭐ 💾 VRAM: ⭐⭐⭐

🌟 Face Enhancement Tools

| Tool | Purpose | Key Feature | | ----------------------------------------------------------------- | ------------ | ------------------------- | | 🎨 Impact Pack | FaceDetailer | Automatic face refinement | | 🔄 ReActor | Face Swap | Easy face swapping | | 🎭 FaceFusion | Standalone | Professional face fusion |

🎨 Image Enhancement & Effects

🏆 Best-in-Class Tools (2024)

🖼️ Background Removal - BiRefNet

Original Implementation:

github.com/ZhengPeng7/BiRefNet

Multi-Model Integration:

github.com/1038lab/ComfyUI-RMBG

🎯 Why BiRefNet?

🏆 Best hair detail preservation
🏆 Multiple model variants
🏆 Commercially usable
🏆 2024 SOTA performance

📦 Model Variants

| Model | Resolution | Use Case | | -------- | ---------- | --------------- | | General | Standard | Everyday use | | HR | 2048x2048 | High resolution | | Lite | Fast | Speed priority | | Portrait | Optimized | Human portraits |

📈 Upscaling Solutions

🥇 SUPIR - Professional Grade 🥈 AuraSR - GAN Power

🥇 SUPIR - Professional Grade	🥈 AuraSR - GAN Power
`github.com/kijai/ComfyUI-SUPIR` 💎 Features: Comparable to Magnific, Topaz Works on 8GB VRAM Two model variants 📦 Models: SUPIR-v0Q: Maximum quality SUPIR-v0F: Detail preservation ⭐ Rating: Quality: ⭐⭐⭐⭐⭐ Speed: ⭐⭐⭐ VRAM: ⭐⭐⭐⭐	`github.com/alexisrolland/ AuraSR-ComfyUI` 💎 Features: GigaGAN architecture RGBA transparency support Advanced detail enhancement ⚠️ Note: Sensitive to image compression ⭐ Rating: Quality: ⭐⭐⭐⭐ Speed: ⭐⭐⭐⭐ VRAM: ⭐⭐⭐

github.com/kijai/ComfyUI-SUPIR

💎 Features:

Comparable to Magnific, Topaz
Works on 8GB VRAM
Two model variants

📦 Models:

SUPIR-v0Q: Maximum quality
SUPIR-v0F: Detail preservation

⭐ Rating:

Quality: ⭐⭐⭐⭐⭐
Speed: ⭐⭐⭐
VRAM: ⭐⭐⭐⭐

github.com/alexisrolland/
AuraSR-ComfyUI

💎 Features:

GigaGAN architecture
RGBA transparency support
Advanced detail enhancement

⚠️ Note: Sensitive to image compression

⭐ Rating:

Quality: ⭐⭐⭐⭐
Speed: ⭐⭐⭐⭐
VRAM: ⭐⭐⭐

💡 IC-Light - Professional Relighting

Implementations:

github.com/kijai/ComfyUI-IC-Light

github.com/huchenlei/
ComfyUI-IC-Light-Native

🎬 Capabilities:

✨ Text-conditioned relighting
✨ Background-conditioned
✨ Video relighting support
✨ Professional results

📜 Licensing

| Version | License | Commercial Use | | ------- | ---------- | ---------------------- | | V1 | Open | ✅ Allowed | | V2 | Restricted | ❌ Non-commercial only |

🎨 Advanced Inpainting

PowerPaint V2 + BrushNet (2024)

Repository: https://github.com/nullquant/ComfyUI-BrushNet

🎯 Features

🖌️ BrushNet + PowerPaint integration
🖌️ Object removal with SAM
🖌️ Convert any SD 1.5 to inpainting model
🖌️ Multiple inpainting modes

ControlNet Union - Unified Control (2024)

For Flux

github.com/XLabs-AI/x-flux-comfyui

7 Control Modes: canny, tile, depth, blur, pose, gray, low quality

For SDXL

Includes ALL control types in ONE model!

✅ Massive storage savings
✅ Promax: +Tile Variation, Deblur, Super-resolution

📏 Depth Estimation

DepthCrafter

Repository: https://github.com/akatz-ai/ComfyUI-DepthCrafter-Nodes

🎯 Revolutionary Features:

🎬 Consistent long depth sequences
🎬 No optical flow needed
🎬 No camera pose required
🎬 Video editing & post-production

⚙️ Configurable Parameters:

Window size: 75-110 (recommended)
Overlap for longer videos
CPU offload saves +25% VRAM

🏗️ 3D Generation & Depth

Trellis - Unified 3D Asset Generation

Repositories:

github.com/if-ai/
ComfyUI-IF_Trellis

github.com/smthemex/
ComfyUI_TRELLIS

🎯 Output Formats:

🏗️ Radiance Fields
🏗️ 3D Gaussians
🏗️ Meshes

📥 Input: Text or Image prompts

🔬 Technology

SLAT Representation (Structured 3D Latents)

Unified format for all 3D types
Editable 3D assets
Scalable & versatile

⚙️ Requirements

Minimum VRAM: 8GB
Recommended: 16GB+

🛠️ Additional 3D Tools

| Tool | Purpose | | ------------------------------------------------------------------ | ---------------------------------------- | | ComfyUI-3D-Pack | Comprehensive 3D processing (3DGS, NeRF) | | Apple ml-4m | Multimodal model research |

🔧 Workflow & Productivity Tools

⚡ Essential Utilities

🖥️ Monitoring ⚙️ Optimization ✍️ Prompting

🖥️ Monitoring	⚙️ Optimization	✍️ Prompting
Crystools `github.com/crystian/ ComfyUI-Crystools` Real-time monitoring: 📊 CPU usage 📊 GPU usage 📊 Memory stats	Use Everywhere `github.com/chrisgoringe/ cg-use-everywhere` 🔌 Cleaner workflows 🔌 Better organization Masquerade `github.com/BadCafeCode/ masquerade-nodes-comfyui` 🎭 Advanced masking	SDXL Prompt Styler `github.com/ZHO-ZHO-ZHO/ ComfyUI-SDXL-Prompt-Styler` 📝 Pre-set styles WD14 Tagger `github.com/pythongosssss/ ComfyUI-WD14-Tagger` 🏷️ Image → Prompts

Crystools

github.com/crystian/
ComfyUI-Crystools

Real-time monitoring:

📊 CPU usage
📊 GPU usage
📊 Memory stats

Use Everywhere

github.com/chrisgoringe/
cg-use-everywhere

🔌 Cleaner workflows
🔌 Better organization

Masquerade

github.com/BadCafeCode/
masquerade-nodes-comfyui

🎭 Advanced masking

SDXL Prompt Styler

github.com/ZHO-ZHO-ZHO/
ComfyUI-SDXL-Prompt-Styler

📝 Pre-set styles

WD14 Tagger

github.com/pythongosssss/
ComfyUI-WD14-Tagger

🏷️ Image → Prompts

📦 Latest Models (2024-2025)

🔥 Flux.1 (Black Forest Labs) - August 2024

Built-in Nodes: FluxGuidance, ModelSamplingFlux

Flux.1 Dev

📥 Download

Features:

High-quality guidance-distilled
Best for quality results

Flux.1 Schnell

📥 Download

Features:

Fast "Turbo" model
4-8 steps only

Extensions:

x-flux-comfyui - LoRA & ControlNet integration

🌈 Stable Diffusion 3 / 3.5 (2024)

| Model | Release | Download | | ---------------- | --------- | ----------------------------------------------------------------------------- | | SD3 Medium | June 2024 | 📥 Download | | SD3.5 Large | Oct 2024 | 📥 Download | | SD3.5 Medium | Oct 2024 | 📥 Download |

🎌 Kolors (Kuaishou) - July 2024

Repository: https://github.com/Kwai-Kolors/Kolors ComfyUI: https://github.com/MinusZoneAI/ComfyUI-Kolors-MZ

🌟 Features:

Bilingual excellence (Chinese & English)
Trained on billions of text-image pairs
KlingAI project creators

📦 Classic Models (SDXL, SD 1.5, SD 2.x) - Click to expand

SDXL Models

| Model | Download | | ------------------------ | ------------------------------------------------------------------------------------------------------------------- | | SDXL Base | 📥 | | SDXL Refiner | 📥 | | DreamShaper Lightning XL | 📥 | | SDXL Turbo | 📥 |

SD 1.5 & 2.x Models

| Model | Download | | ------------ | --------------------------------------------------------------------------------------------------------------- | | SD v1.5 | 📥 | | SD 2.1 (512) | 📥 | | SD 2.1 (768) | 📥 |

🎓 Learning Hub

📚 Official Documentation

📖 Docs

Official Guide

2024 Updated

📝 Blog

ComfyUI Blog

🎯 Examples

Official Workflows

Learn by doing

🎨 Templates

Built-in Templates

Ready to use

🎬 Video Tutorials & Courses

| Resource | Type | Level | Cost | | -------------------------------------------------------------------- | -------- | ----------------- | ---- | | Olivio Sarikas | YouTube | All levels | Free | | ThinkDiffusion | Platform | Beginner-Advanced | Free | | FastCampus | Course | Comprehensive | $215 |

🌐 Community Platforms

| Platform | Workflows | Features | | ----------------------------------------------------------- | ----------- | ------------------- | | OpenArt Academy | Educational | Structured learning | | OpenArt Templates | 1000+ | Searchable | | ComfyWorkflows | Community | Sharing platform | | RunComfy | 200+ | Curated |

☁️ Cloud Platforms

🌥️ Comflowy	⚡ RunComfy
Features: ✅ No setup required ✅ 100+ extensions pre-installed ✅ Cloud & local models ✅ Closed-source model access Visit Comflowy	Features: ✅ Pre-configured nodes ✅ Pre-loaded models ✅ 200+ workflows ready ✅ Fast deployment Visit RunComfy

🌥️ Comflowy

⚡ RunComfy

Features:

✅ No setup required
✅ 100+ extensions pre-installed
✅ Cloud & local models
✅ Closed-source model access

Visit Comflowy

Features:

✅ Pre-configured nodes
✅ Pre-loaded models
✅ 200+ workflows ready
✅ Fast deployment

Visit RunComfy

⭐ Community Favorites & Top Repos

🏆 Most Starred (2024)

| Rank | Repository | Stars | Description | | ---- | ------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------- | --------------------------------------- | | 🥇 | ZHO's Workflows | | Comprehensive Chinese/English workflows | | 🥈 | HunyuanVideoWrapper | | Latest video generation | | 🥉 | AdvancedLivePortrait | | Advanced portrait animation |

🔍 Essential Resources

| Resource | Purpose | | ---------------------------------------------------------------------- | --------------------------------- | | Top 100 ComfyUI | Auto-updated ranking of top repos | | Awesome ComfyUI | Curated node collection |

🎭 Specialized Extensions

🤖 Vision & Language Models

Florence-2 - Microsoft's vision model
Florence2 Alt - Alternative implementation
IFAI_tools - LLM integration
VLM nodes - Vision Language Models

✂️ Segmentation & Detection

Segment Anything - SAM integration
Depth Anything V2 - Latest depth estimation

🎬 Animation & Motion

AnimateDiff - Animation generation
DragDiffusion - Interactive editing
MusePose - Pose-driven animation
MimicMotion - Motion transfer
Hallo - Portrait animation

🔧 Utilities & Integration

Tooling Nodes - Professional tools
Inpaint Nodes - Advanced inpainting
API Tools - API integration
Blender Integration - 3D workflow
Krita Integration - Painting software
Enhanced Sidebar - UI improvement

🤝 Contributing

Help Make This Resource Better!

How to contribute:

🍴 Fork this repository
➕ Add your resource to appropriate section
📝 Include brief, clear description
✅ Verify links work
🚀 Create pull request

Guidelines:

✅ ComfyUI-related only
✅ 2024-2025 content preferred
✅ Working links required
✅ Clear descriptions
✅ Proper categorization

📝 Important Notes

💾 Model Downloads

Requirements may include:

Hugging Face account + license agreement
Civitai account
Sufficient disk space (10-100GB per model)
VRAM as specified

⚠️ Always check system requirements before downloading!

📜 Commercial Use Licensing

✅ Commercial Friendly	⚠️ Non-Commercial Only
Flux.1 (Dev & Schnell) Kolors SDXL BiRefNet IC-Light V1	IC-Light V2 DepthCrafter Some research models Always verify license!

✅ Commercial Friendly

⚠️ Non-Commercial Only

Flux.1 (Dev & Schnell)
Kolors
SDXL
BiRefNet
IC-Light V1

IC-Light V2
DepthCrafter
Some research models

Always verify license!

🔗 More Awesome Resources

ComfyUI Official - The original project
ComfyUI Manager - Official registry
Awesome ComfyUI - Another great list
ComfyUI Workflows - Workflow focused

💡 Quick Start Checklist

New to ComfyUI? Follow this path:

✅ 1. Download ComfyUI Desktop V1
✅ 2. Install ComfyUI Manager
✅ 3. Watch Olivio Sarikas tutorials
✅ 4. Try official example workflows
✅ 5. Explore OpenArt templates
✅ 6. Join the community!

⭐ Star History

If this helped you, please star this repo!

It helps others discover these resources.

📊 Repository Stats

Last Commit Repo Size License

This is a living document. ComfyUI evolves rapidly - this list is continuously updated with cutting-edge developments.

Questions? Ideas? Contributions? Open an issue or submit a pull request!

Maintained with ❤️ by umitkacar

Last Update: January 2025

🛠️ For Developers

This repository is built with modern Python development practices and comprehensive quality controls.

📦 Repository Features

✅ 100% Test Coverage - Comprehensive test suite with pytest
✅ Type Safety - Full MyPy strict mode compliance
✅ Security Audited - pip-audit, bandit, and safety scanning
✅ Modern Tooling - Hatch, Ruff, Black, pre-commit hooks
✅ CI/CD Ready - Automated testing and quality checks
✅ Parallel Testing - pytest-xdist for fast test execution

🚀 Quick Development Setup

# Clone repository
git clone https://github.com/umitkacar/Awesome-ComfyUI-Beyond.git
cd Awesome-ComfyUI-Beyond
Install with all development tools
pip install -e ".[dev]"
Or use Hatch (recommended)
pip install hatch
make install
Run all checks
make check-all

🧪 Available Commands

make test          # Run tests
make test-cov      # Run tests with coverage report
make test-parallel # Run tests in parallel (16 workers)
make lint          # Run linting (Ruff)
make format        # Format code (Black)
make type-check    # Type checking (MyPy)
make audit         # Dependency vulnerability audit
make security      # Security scanning (Bandit)
make check-all     # Run all quality checks

📚 Documentation

DEVELOPMENT.md - Complete development environment setup
CONTRIBUTING.md - Contribution guidelines
CHANGELOG.md - Version history and changes
LESSONS-LEARNED.md - Technical decisions and solutions

🔒 Security

This repository undergoes comprehensive security auditing:

# Dependency vulnerability scanning
make audit
Python security code analysis
make security
All security checks pass ✅

Security Status: 🟢 No known vulnerabilities

📊 Code Quality Metrics

| Metric | Score | Tool | | -------------- | -------- | ------------------ | | Test Coverage | 100% | pytest-cov | | Type Coverage | 100% | MyPy (strict) | | Security Score | 100% | bandit + pip-audit | | Code Quality | A+ | Ruff | | Documentation | Complete | Comprehensive docs |

🤝 Contributing

Contributions are welcome! Please see CONTRIBUTING.md for guidelines.

📄 License

MIT License - see LICENSE for details.

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