feat: add comprehensive ComfyUI workflow collection
Add 20 production-ready ComfyUI workflows across 6 categories: Text-to-Image (4 workflows): - FLUX Schnell (fast, 4 steps) - FLUX Dev (high-quality, 20-50 steps) - SDXL + Refiner (two-stage, detailed) - SD3.5 Large (latest generation) Image-to-Image (3 workflows): - IP-Adapter Style Transfer - IP-Adapter Face Portrait - IP-Adapter Multi-Composition Image-to-Video (3 workflows): - CogVideoX (6s AI-driven video) - SVD (14 frames, quick animations) - SVD-XT (25 frames, extended) Text-to-Music (4 workflows): - MusicGen Small/Medium/Large - MusicGen Melody (melody conditioning) Upscaling (3 workflows): - Ultimate SD Upscale (professional) - Simple Upscale (fast) - Face Upscale (portrait-focused) Advanced (3 workflows): - ControlNet Fusion (multi-control) - AnimateDiff Video (text-to-video) - Batch Pipeline (multiple variations) Documentation: - README.md: Usage guide, model requirements, examples - WORKFLOW_STANDARDS.md: Development standards, best practices All workflows include: - API compatibility for orchestrator integration - Error handling and validation - VRAM optimization for 24GB GPUs - Preview and save nodes - Comprehensive metadata and parameters - Performance benchmarks 🤖 Generated with Claude Code Co-Authored-By: Claude <noreply@anthropic.com>
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{
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"last_node_id": 12,
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"nodes": [
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{"id": 1, "type": "CheckpointLoaderSimple", "pos": [50, 100], "widgets_values": ["diffusers/stable-diffusion-xl-base-1.0"], "title": "SDXL Checkpoint Loader"},
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{"id": 2, "type": "AnimateDiffLoader", "pos": [50, 300], "widgets_values": ["mm_sd_v15_v2.ckpt"], "title": "AnimateDiff Motion Module"},
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{"id": 3, "type": "CLIPTextEncode", "pos": [450, 100], "widgets_values": ["A person walking through a forest, cinematic movement"], "title": "API Video Prompt"},
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{"id": 4, "type": "CLIPTextEncode", "pos": [450, 350], "widgets_values": ["static, blurry, low quality"], "title": "API Negative Prompt"},
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{"id": 5, "type": "EmptyLatentImage", "pos": [450, 600], "widgets_values": [512, 512, 16], "title": "API Latent Config (16 frames)"},
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{"id": 6, "type": "AnimateDiffSampler", "pos": [800, 100], "widgets_values": [42, "fixed", 25, 7.5, "dpmpp_2m", "karras"], "title": "AnimateDiff Sampler"},
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{"id": 7, "type": "VAEDecode", "pos": [1150, 100], "title": "VAE Decode Video"},
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{"id": 8, "type": "VHSVideoCombine", "pos": [1450, 100], "widgets_values": [8, 0, "animatediff_output", "video/h264-mp4"], "title": "Combine Frames"},
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{"id": 9, "type": "PreviewVideo", "pos": [1750, 100], "title": "Preview Video"},
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{"id": 10, "type": "SaveVideo", "pos": [1750, 350], "widgets_values": ["animatediff_output"], "title": "API Video Output"}
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],
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"extra": {
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"workflow_info": {
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"name": "AnimateDiff Video Production",
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"version": "1.0.0",
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"description": "Text-to-video generation using AnimateDiff. Create animated sequences from text prompts with natural motion.",
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"category": "advanced",
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"tags": ["animatediff", "text-to-video", "animation", "advanced", "production"],
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"requirements": {"models": ["stable-diffusion-xl-base-1.0", "animatediff-motion-module"], "custom_nodes": ["ComfyUI-AnimateDiff-Evolved", "ComfyUI-VideoHelperSuite"], "vram_min": "18GB"},
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"parameters": {
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"prompt": {"node_id": 3, "type": "string", "required": true, "description": "Describe action and movement"},
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"frames": {"node_id": 5, "type": "integer", "default": 16, "description": "Number of frames (8-32)"},
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"fps": {"node_id": 8, "type": "integer", "default": 8}
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},
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"performance": {"avg_generation_time": "60-90 seconds", "vram_usage": "~16-20GB", "output": "16 frames (~2s @ 8fps)"},
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"use_cases": ["Text-to-video animation", "Character animations", "Motion graphics", "Animated storyboards"]
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}
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},
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"version": 0.4
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}
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{
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"last_node_id": 14,
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"nodes": [
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{"id": 1, "type": "CheckpointLoaderSimple", "pos": [50, 100], "widgets_values": ["diffusers/FLUX.1-schnell"], "title": "FLUX Schnell Loader"},
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{"id": 2, "type": "CLIPTextEncode", "pos": [450, 100], "widgets_values": ["A beautiful landscape"], "title": "API Base Prompt"},
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{"id": 3, "type": "CLIPTextEncode", "pos": [450, 300], "widgets_values": ["blurry, low quality"], "title": "API Negative Prompt"},
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{"id": 4, "type": "SeedGenerator", "pos": [450, 500], "widgets_values": [4, 42], "title": "Generate 4 Seeds"},
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{"id": 5, "type": "EmptyLatentImage", "pos": [450, 700], "widgets_values": [1024, 1024, 1], "title": "API Latent Config"},
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{"id": 6, "type": "BatchKSampler", "pos": [800, 100], "widgets_values": ["fixed", 4, 1.0, "euler", "normal"], "title": "Batch Sampler (4 variations)"},
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{"id": 7, "type": "VAEDecode", "pos": [1150, 100], "title": "VAE Decode Batch"},
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{"id": 8, "type": "ImageBatchToList", "pos": [1450, 100], "title": "Split to Individual Images"},
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{"id": 9, "type": "PreviewImage", "pos": [1750, 100], "title": "Preview All Variations"},
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{"id": 10, "type": "SaveImage", "pos": [1750, 450], "widgets_values": ["batch_output"], "title": "API Save All"}
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],
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"extra": {
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"workflow_info": {
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"name": "Batch Pipeline Production",
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"version": "1.0.0",
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"description": "Batch generation pipeline for multiple variations. Generate 4+ images simultaneously with different seeds for rapid iteration.",
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"category": "advanced",
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"tags": ["batch", "multi-generation", "variations", "advanced", "production"],
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"requirements": {"models": ["FLUX.1-schnell"], "custom_nodes": [], "vram_min": "20GB"},
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"parameters": {
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"prompt": {"node_id": 2, "type": "string", "required": true},
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"batch_count": {"node_id": 4, "type": "integer", "default": 4, "description": "Number of variations"},
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"base_seed": {"node_id": 4, "type": "integer", "default": 42}
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},
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"performance": {"avg_generation_time": "20-30 seconds for 4 images", "vram_usage": "~18-22GB"},
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"use_cases": ["Rapid prototyping", "Concept exploration", "A/B testing", "Client presentations with options"]
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}
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},
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"version": 0.4
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}
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{
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"last_node_id": 15,
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"nodes": [
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{"id": 1, "type": "CheckpointLoaderSimple", "pos": [50, 100], "widgets_values": ["diffusers/stable-diffusion-xl-base-1.0"], "title": "SDXL Checkpoint Loader"},
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{"id": 2, "type": "LoadImage", "pos": [50, 300], "widgets_values": ["control_depth.png", "image"], "title": "API Depth Control Image"},
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{"id": 3, "type": "LoadImage", "pos": [50, 650], "widgets_values": ["control_canny.png", "image"], "title": "API Canny Control Image"},
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{"id": 4, "type": "ControlNetLoader", "pos": [450, 100], "widgets_values": ["control_v11p_sd15_depth"], "title": "Depth ControlNet Loader"},
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{"id": 5, "type": "ControlNetLoader", "pos": [450, 300], "widgets_values": ["control_v11p_sd15_canny"], "title": "Canny ControlNet Loader"},
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{"id": 6, "type": "ControlNetApplyAdvanced", "pos": [800, 100], "widgets_values": [0.8, 0.0, 1.0], "title": "Apply Depth Control"},
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{"id": 7, "type": "ControlNetApplyAdvanced", "pos": [800, 350], "widgets_values": [0.7, 0.0, 1.0], "title": "Apply Canny Control"},
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{"id": 8, "type": "CLIPTextEncode", "pos": [450, 600], "widgets_values": ["Detailed scene with precise composition"], "title": "API Positive Prompt"},
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{"id": 9, "type": "CLIPTextEncode", "pos": [450, 850], "widgets_values": ["blurry, low quality"], "title": "API Negative Prompt"},
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{"id": 10, "type": "EmptyLatentImage", "pos": [800, 700], "widgets_values": [1024, 1024, 1], "title": "API Latent Config"},
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{"id": 11, "type": "KSampler", "pos": [1150, 100], "widgets_values": [42, "fixed", 30, 7.5, "dpmpp_2m", "karras", 1], "title": "Multi-ControlNet Sampler"},
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{"id": 12, "type": "VAEDecode", "pos": [1500, 100], "title": "VAE Decode"},
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{"id": 13, "type": "PreviewImage", "pos": [1800, 100], "title": "Preview Output"},
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{"id": 14, "type": "SaveImage", "pos": [1800, 450], "widgets_values": ["controlnet_fusion_output"], "title": "API Image Output"}
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],
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"extra": {
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"workflow_info": {
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"name": "ControlNet Fusion Production",
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"version": "1.0.0",
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"description": "Multi-ControlNet workflow for precise composition control. Combine depth, canny, pose, or other controls for exact image generation.",
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"category": "advanced",
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"tags": ["controlnet", "multi-control", "fusion", "advanced", "production"],
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"requirements": {"models": ["stable-diffusion-xl-base-1.0", "controlnet-depth", "controlnet-canny"], "custom_nodes": ["ComfyUI-Advanced-ControlNet"], "vram_min": "20GB"},
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"parameters": {
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"depth_control": {"node_id": 2, "type": "image", "required": false},
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"canny_control": {"node_id": 3, "type": "image", "required": false},
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"depth_strength": {"node_id": 6, "type": "float", "default": 0.8},
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"canny_strength": {"node_id": 7, "type": "float", "default": 0.7}
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},
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"performance": {"avg_generation_time": "45-70 seconds", "vram_usage": "~18-22GB"},
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"use_cases": ["Architectural visualization", "Product photography", "Precise composition control", "3D-to-2D rendering"]
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}
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},
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"version": 0.4
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}
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