<h1 id="single-comfyui-node-that-does-everything-t2i-i2i-inpaint-outpaint-faceswap-camera-angle-bg-removal-and-ai-upscale.-no-wiring.-ever.-v.1.4.1">Single ComfyUI Node That Does Everything — T2I, I2I, Inpaint, Outpaint, Faceswap, Camera Angle, BG Removal, AND AI Upscale. No Wiring. Ever. v.1.4.1</h1>Free · Open Source · GitHub Four all-in-one nodes: Z-Image Turbo · Flux.2 Klein 9B · Qwen Image Edit 2511 · Krea 2 Korean / English UI — switch language in Settings<hr /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/d4e21f94-dea8-40aa-b2df-e27414431ab3/original=true/d4e21f94-dea8-40aa-b2df-e27414431ab3.jpeg" /><h2 id="the-problem-with-comfyui-workflows">The Problem With ComfyUI Workflows</h2>You download a workflow. It works — until you want to inpaint the result. So you load another workflow. Then you want to upscale that. Another workflow. Then redo the background. Another one.You end up with 8 browser tabs, 6 workflow files, and you're manually copy-pasting filenames between them like it's 2019.This node fixes that.<hr /><h2 id="what-is-this">What Is This</h2>TJ NODE ONE is a ComfyUI UI extension built around one idea: you shouldn't need to be a node graph engineer just to generate and iterate on images.One node on the canvas. Every mode lives inside its panel. No wiring, no routing, no "wait which output goes into which input again."<pre><code>T2I → I2I → INPAINT → OUTPAINT → EDIT → FACESWAP → ANGLE → UPSCALE</code></pre>The entire pipeline — generation, editing, background removal, upscaling — in a single self-contained panel. Hit Send to on any result to pass it to the next mode instantly. That's it.This node is about workflow convenience, not magic. It handles all the node wiring and parameter routing so you don't have to.<hr /><h2 id="four-nodes-four-powerhouse-models">Four Nodes, Four Powerhouse Models</h2><h3 id="z-image-one-studio-(tj)">Z-Image ONE STUDIO (TJ)</h3>Z-Image Turbo — Alibaba's flow-matching model (fast, high quality)ModeWhat it doesT2IText → image, LoRA stack (up to 3), resolution presetsI2IDenoise-controlled image transformationINPAINTDraw mask directly in the node, regenerate region (DifferentialDiffusion)OUTPAINTExpand canvas in any direction (Up/Down/Left/Right px)RE-BGBiRefNet cuts the subject, you write a new background — no seamsCONTROLNETUnion ControlNet — Depth / Canny / Pose / etc in one modelFACE REDRAWYOLO detects faces → crop → regenerate → seamlessly blend backUPSCALESeedVR2 AI upscale (3B / 7B DiT model)<h3 id="flux.2-klein-one-studio-(tj)">Flux.2 Klein ONE STUDIO (TJ)</h3>FLUX.2 Klein 9B (Black Forest Labs) — multi-reference editing beastModeWhat it doesT2IFlux.2 Klein generation, LoRA stackI2IImage-to-image with Flux.2EDITMulti-reference editing — feed up to 5 reference imagesPAINTInpaint + Outpaint in one modeFACESWAPFace transfer via BFS LoRA (Best Face Swap)UPSCALESeedVR2 AI upscale (same models, shared)<h3 id="qwen-image-edit-2511-one-studio-(tj)">Qwen Image Edit 2511 ONE STUDIO (TJ)</h3>Qwen2.5-VL 7B — image editing with multi-image context and camera angle controlModeWhat it doesT2IText to image with Qwen2.5-VL architectureI2IImage transformation with denoise controlEDITEdit images with text + up to 3 reference images (FluxKontext workflow)PAINTInpaint + Outpaint — mask editor + canvas expansionFACESWAPBFS LoRA face swap with auto promptANGLEDrag H/V/Z controls to rotate camera angle in 3D sceneUPSCALESeedVR2 AI upscale<h3 id="krea-2-one-studio-(tj)">Krea 2 ONE STUDIO (TJ)</h3>Krea AI generation modelModeWhat it doesT2IText to imageI2IImage-to-image transformationUPSCALESeedVR2 AI upscale<hr /><h2 id="features-that-actually-matter">Features That Actually Matter</h2>No wiring required — the node builds the ComfyUI graph internally. Set parameters, click Generate, done.Send to — one button passes your result to any other mode as source image. T2I → Inpaint → Upscale in 3 clicks.Language support — switch between 한국어 and English in Settings. All UI text, help docs, and error messages update on reload.Gallery — every generated image is saved and browsable inside the node. Star favorites, delete failures, send any past result to any mode.Compare slider — drag to compare source vs result side by side.Scroll zoom — mouse wheel to zoom into any result.Model Override Slots — expose input slots to wire in Primitive nodes for model filenames. <code>.gguf</code> filenames auto-switch to GGUF loaders.LoRA stack — up to 3 LoRAs per generation. Trigger word auto-detection from file metadata.Lightning LoRA — 4-step fast generation LoRA support for Klein, QE2511, and Krea2. Auto-sets Steps=4, CFG=1.Camera Angle LoRA — QE2511 ANGLE mode: configure once in Settings, applies automatically.Prompt Templates — save and recall prompt presets per node.Settings persist — model selection, prompt suffix, save folder, everything saves and survives restarts.<hr /><h2 id="seedvr2-upscale-built-in-to-all-nodes">SeedVR2 Upscale — Built In to All Nodes</h2>All four nodes include a full SeedVR2 AI upscale mode sharing the same model folder.<ul><li>DiT model: 3B (FP16 / FP8) or 7B FP8</li><li>Resolution up to 4096px</li><li>Attention mode: sdpa / flash_attn_2 / flash_attn_3 / sageattn</li><li>Color correction (LAB space)</li></ul><hr /><h2 id="bug-fixes-(v1.2)">Bug Fixes (v1.2)</h2><ul><li>Outpaint color param crash — <code>ImagePadKJ</code> color was sent as <code>[R,G,B]</code> array which ComfyUI interpreted as a node link → "Bad linked input" error. Fixed to <code>"R, G, B"</code> string format.</li><li>Klein outpaint generating new images — <code>GetImageSize</code> was reading the unscaled padded image, causing <code>EmptyFlux2LatentImage</code> and <code>VAEEncode</code> dimensions to mismatch → model ignored reference conditioning and drew entirely new content. Fixed to read from <code>ImageScaleToTotalPixels</code> output.</li><li>Help overlay links — URLs in all help docs are now clickable hyperlinks.</li><li>Language selector position — Language selector now appears right after Refresh Models (consistent across all 4 nodes).</li></ul><hr /><h2 id="install">Install</h2><h3 id="1.-install-the-node">1. Install the node</h3><pre><code>cd ComfyUI/custom_nodes
git clone https://github.com/designloves2/ComfyUI-TJ_NODE_ONE.git</code></pre><h3 id="2.-install-required-custom-nodes">2. Install required custom nodes</h3>Windows — just double-click:<pre><code>install_requirements.bat</code></pre>Mac / Linux:<pre><code>chmod +x install_requirements.sh
./install_requirements.sh</code></pre>This installs all 8 required nodes in one shot, skips anything already installed, and runs <code>pip install -r requirements.txt</code> for each. Restart ComfyUI when done.<hr />Or install manually via ComfyUI Manager:NodeRequired for<a target="_blank" rel="ugc" href="https://github.com/ltdrdata/ComfyUI-Impact-Pack">ComfyUI-Impact-Pack</a>Face Redraw mode (Z-Image)<a target="_blank" rel="ugc" href="https://github.com/ltdrdata/ComfyUI-Impact-Subpack">ComfyUI-Impact-Subpack</a>Required alongside Impact Pack<a target="_blank" rel="ugc" href="https://github.com/kijai/ComfyUI-KJNodes">ComfyUI-KJNodes</a>Klein KV Cache · ImagePadKJ · QE2511 FluxKontext nodes<a target="_blank" rel="ugc" href="https://github.com/numz/ComfyUI-SeedVR2_VideoUpscaler">ComfyUI-SeedVR2</a>UPSCALE mode (all nodes)<a target="_blank" rel="ugc" href="https://github.com/cubiq/ComfyUI_FaceAnalysis">ComfyUI_FaceAnalysis</a>Faceswap mode (Klein · QE2511)<a target="_blank" rel="ugc" href="https://github.com/1038lab/ComfyUI-RMBG">ComfyUI-RMBG</a>RE-BG mode (Z-Image)<a target="_blank" rel="ugc" href="https://github.com/Fannovel16/comfyui_controlnet_aux">comfyui_controlnet_aux</a>ControlNet preprocessors (Z-Image)<h3 id="3.-download-models">3. Download models</h3>Z-Image Turbo:<ul><li>Diffusion: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/diffusion_models/z_image_turbo_bf16.safetensors">z_image_turbo_bf16.safetensors</a> → <code>models/diffusion_models/</code></li><li>Text Encoder: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors">qwen_3_4b.safetensors</a> → <code>models/text_encoders/</code></li><li>VAE: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/vae/ae.safetensors">ae.safetensors</a> → <code>models/vae/</code></li></ul>Flux.2 Klein 9B:<ul><li>Diffusion: <a target="_blank" rel="ugc" href="https://huggingface.co/collections/black-forest-labs/flux2">Black Forest Labs HF Collection</a> → <code>models/diffusion_models/</code></li><li>Text Encoder + VAE: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/vae-text-encorder-for-flux-klein-9b/tree/main/split_files">Comfy-Org 9B pack</a> → <code>models/text_encoders/</code> + <code>models/vae/</code></li></ul>Qwen Image Edit 2511:<ul><li>All model files: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/tree/main/split_files">Comfy-Org QE2511</a> → <code>models/diffusion_models/</code> + <code>models/text_encoders/</code> + <code>models/vae/</code></li></ul>Krea 2:<ul><li>All model files: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Krea2">Comfy-Org Krea2</a> → <code>models/diffusion_models/</code> + <code>models/text_encoders/</code> + <code>models/vae/</code></li></ul>SeedVR2 (UPSCALE mode — all nodes):<ul><li><a target="_blank" rel="ugc" href="https://huggingface.co/numz/SeedVR2_comfyUI/tree/main">SeedVR2-models</a> → <code>models/SEEDVR2/</code></li><li>You need: DiT file (<code>seedvr2_ema_3b_fp16</code> or <code>_fp8</code> or <code>7b_fp8</code>) + <code>ema_vae_fp16.safetensors</code></li></ul><hr /><h2 id="the-other-half:-tj_node-wireless-workflow-architecture-toolkit">The Other Half: TJ_NODE — Wireless Workflow Architecture Toolkit</h2><a target="_blank" rel="ugc" href="https://github.com/designloves2/ComfyUI-TJ_NODE">ComfyUI-TJ_NODE</a> — the node package this studio was built to work with.If TJ NODE ONE is the cockpit, TJ_NODE is the engine room.NodeWhat it doesPrompt Studio (TJ)Unified LLM prompt workflow — Auto / Enhancer / Image-to-Prompt modesScene Maker (TJ)Visual Beat-based prompt architecture — KO/EN/JP/CN auto-translateWireless ArchitectureMulti Router, Embedded Get/Set, Batch Workflow, Save Pipeline→ <a target="_blank" rel="ugc" href="https://github.com/designloves2/ComfyUI-TJ_NODE">github.com/designloves2/ComfyUI-TJ_NODE</a><hr /><h2 id="faq">FAQ</h2>Q: Which models does each node support? A: Z-Image ONE → Z-Image Turbo. Klein ONE → Flux.2 Klein 9B/4B. QE2511 ONE → Qwen2.5-VL 7B Image Edit. Krea2 ONE → Krea AI model. Each node is architecture-specific.Q: Do I need all the custom nodes? A: Only the ones for modes you use. SeedVR2 for upscale, FaceAnalysis for faceswap, RMBG for RE-BG, KJNodes for Klein/QE2511 outpaint. Core T2I/I2I works without most of them.Q: VRAM requirements? A: Flux.2 Klein 9B ~18–24GB; use CPU offload for lower VRAM. Z-Image Turbo is lighter. QE2511 7B ~16–20GB. Krea2 varies by model. SeedVR2 3B FP8 ~12GB.Q: My results don't look great. Is something broken? A: Probably not. Output quality is determined by the model, prompts, and LoRA choices — not the node. The node is just a UI shell.Q: Can I wire this into a normal ComfyUI workflow? A: The node internally generates its own graph. You can connect <code>prompt_override</code> or model override input slots, but the node is self-contained by design.Q: Why is there no separate workflow file for each mode? A: That's literally the whole point.<hr /><h2 id="github">GitHub</h2>TJ NODE ONE (this): <a target="_blank" rel="ugc" href="https://github.com/designloves2/ComfyUI-TJ_NODE_ONE">https://github.com/designloves2/ComfyUI-TJ_NODE_ONE</a>TJ NODE — Wireless Workflow Architecture Toolkit: <a target="_blank" rel="ugc" href="https://github.com/designloves2/ComfyUI-TJ_NODE">https://github.com/designloves2/ComfyUI-TJ_NODE</a><hr />MIT License. Free forever. PRs welcome.

Single ComfyUI Node That Does Everything — T2I, I2I, Inpaint, Outpaint, Faceswap, Camera Angle, BG Removal, AND AI Upscale. No Wiring. Ever.

iMadeASingleComfyuiNodeThatDoesEverythingT2I_v13.zip

singleComfyuiNodeThatDoesEverythingT2II2I_v13.zip

v1.3

v1.4.1

<h1 id="single-comfyui-node-that-does-everything-t2i-i2i-inpaint-outpaint-faceswap-camera-angle-bg-removal-and-ai-upscale.-no-wiring.-ever.-v1.4.1"># Single ComfyUI Node That Does Everything — T2I, I2I, Inpaint, Outpaint, Faceswap, Camera Angle, BG Removal, AND AI Upscale. No Wiring. Ever. - v1.4.1</h1>&gt; Free · Open Source · GitHub&gt; Four all-in-one nodes: Z-Image Turbo · Flux.2 Klein 9B · Qwen Image Edit 2511 · Krea 2&gt; Korean / English UI — switch language in Settings---## The Problem With ComfyUI WorkflowsYou download a workflow. It works — until you want to inpaint the result. So you load another workflow. Then you want to upscale that. Another workflow. Then redo the background. Another one.You end up with 8 browser tabs, 6 workflow files, and you're manually copy-pasting filenames between them like it's 2019.This node fixes that.<hr /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/80f333d6-a472-41cb-863f-3ec857b5c53e/original=true/80f333d6-a472-41cb-863f-3ec857b5c53e.jpeg" /><h2 id="what-is-this">What Is This</h2>TJ NODE STUDIO ONE is a ComfyUI UI extension built around one idea: you shouldn't need to be a node graph engineer just to generate and iterate on images.One node on the canvas. Every mode lives inside its panel. No wiring, no routing, no "wait which output goes into which input again."<pre><code>T2I → I2I → INPAINT → OUTPAINT → EDIT → FACESWAP → ANGLE → UPSCALE</code></pre>The entire pipeline — generation, editing, background removal, upscaling — in a single self-contained panel. Hit Send to on any result to pass it to the next mode instantly. That's it.This node is about workflow convenience, not magic. It handles all the node wiring and parameter routing so you don't have to.<h2 id="four-nodes-four-powerhouse-models">Four Nodes, Four Powerhouse Models</h2><hr /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/96b3658d-6a02-4ee2-afe0-9411f83e43e9/original=true/96b3658d-6a02-4ee2-afe0-9411f83e43e9.jpeg" /><h3 id="z-image-one-studio-(tj)">Z-Image ONE STUDIO (TJ)</h3>Z-Image Turbo — Alibaba's flow-matching model (fast, high quality)ModeWhat it doesT2IText → image, LoRA stack (up to 3), resolution presetsI2IDenoise-controlled image transformationINPAINTDraw mask directly in the node, regenerate region (DifferentialDiffusion)OUTPAINTExpand canvas in any direction (Up/Down/Left/Right px)RE-BGBiRefNet cuts the subject, you write a new background — no seamsCONTROLNETUnion ControlNet — Depth / Canny / Pose / etc in one modelFACE REDRAWYOLO detects faces → crop → regenerate → seamlessly blend backUPSCALESeedVR2 AI upscale (3B / 7B DiT model)<h3 id="flux.2-klein-one-studio-(tj)">Flux.2 Klein ONE STUDIO (TJ)</h3>FLUX.2 Klein 9B (Black Forest Labs) — multi-reference editing beastModeWhat it doesT2IFlux.2 Klein generation, LoRA stackI2IImage-to-image with Flux.2EDITMulti-reference editing — feed up to 5 reference imagesPAINTInpaint + Outpaint in one modeFACESWAPFace transfer via BFS LoRA (Best Face Swap)UPSCALESeedVR2 AI upscale (same models, shared)<h3 id="qwen-image-edit-2511-one-studio-(tj)">Qwen Image Edit 2511 ONE STUDIO (TJ)</h3>Qwen2.5-VL 7B — image editing with multi-image context and camera angle controlModeWhat it doesT2IText to image with Qwen2.5-VL architectureI2IImage transformation with denoise controlEDITEdit images with text + up to 3 reference images (FluxKontext workflow)PAINTInpaint + Outpaint — mask editor + canvas expansionFACESWAPBFS LoRA face swap with auto promptANGLEDrag H/V/Z controls to rotate camera angle in 3D sceneUPSCALESeedVR2 AI upscale<h3 id="krea-2-one-studio-(tj)">Krea 2 ONE STUDIO (TJ)</h3>Krea AI generation modelModeWhat it doesT2IText to imageI2IImage-to-image transformationUPSCALESeedVR2 AI upscale<hr /><h2 id="features-that-actually-matter">Features That Actually Matter</h2>No wiring required — the node builds the ComfyUI graph internally. Set parameters, click Generate, done.Send to — one button passes your result to any other mode as source image. T2I → Inpaint → Upscale in 3 clicks.Language support — switch between 한국어 and English in Settings. All UI text, help docs, and error messages update on reload.Gallery — every generated image is saved and browsable inside the node. Star favorites, delete failures, send any past result to any mode.Compare slider — drag to compare source vs result side by side.Scroll zoom — mouse wheel to zoom into any result.Model Override Slots — expose input slots to wire in Primitive nodes for model filenames. <code>.gguf</code> filenames auto-switch to GGUF loaders.LoRA stack — up to 3 LoRAs per generation. Trigger word auto-detection from file metadata.Lightning LoRA — 4-step fast generation LoRA support for Klein, QE2511, and Krea2. Auto-sets Steps=4, CFG=1.Camera Angle LoRA — QE2511 ANGLE mode: configure once in Settings, applies automatically.Prompt Templates — save and recall prompt presets per node.Settings persist — model selection, prompt suffix, save folder, everything saves and survives restarts.<hr /><h2 id="seedvr2-upscale-built-in-to-all-nodes">SeedVR2 Upscale — Built In to All Nodes</h2>All four nodes include a full SeedVR2 AI upscale mode sharing the same model folder.<ul><li>DiT model: 3B (FP16 / FP8) or 7B FP8</li><li>Resolution up to 4096px</li><li>Attention mode: sdpa / flash_attn_2 / flash_attn_3 / sageattn</li><li>Color correction (LAB space)</li></ul><hr /><h2 id="bug-fixes-(v1.2)">Bug Fixes (v1.2)</h2><ul><li>Outpaint color param crash — <code>ImagePadKJ</code> color was sent as <code>[R,G,B]</code> array which ComfyUI interpreted as a node link → "Bad linked input" error. Fixed to <code>"R, G, B"</code> string format.</li><li>Klein outpaint generating new images — <code>GetImageSize</code> was reading the unscaled padded image, causing <code>EmptyFlux2LatentImage</code> and <code>VAEEncode</code> dimensions to mismatch → model ignored reference conditioning and drew entirely new content. Fixed to read from <code>ImageScaleToTotalPixels</code> output.</li><li>Help overlay links — URLs in all help docs are now clickable hyperlinks.</li><li>Language selector position — Language selector now appears right after Refresh Models (consistent across all 4 nodes).</li></ul><hr /><h2 id="install">Install</h2><h3 id="1.-install-the-node">1. Install the node</h3><pre><code>cd ComfyUI/custom_nodes
git clone https://github.com/designloves2/ComfyUI-TJ_NODE_STUDIO_ONE.git</code></pre><h3 id="2.-install-required-custom-nodes">2. Install required custom nodes</h3>Windows — just double-click:<pre><code>install_requirements.bat</code></pre>Mac / Linux:<pre><code>chmod +x install_requirements.sh
./install_requirements.sh</code></pre>This installs all 8 required nodes in one shot, skips anything already installed, and runs <code>pip install -r requirements.txt</code> for each. Restart ComfyUI when done.<hr />Or install manually via ComfyUI Manager:NodeRequired for<a target="_blank" rel="ugc" href="https://github.com/ltdrdata/ComfyUI-Impact-Pack">ComfyUI-Impact-Pack</a>Face Redraw mode (Z-Image)<a target="_blank" rel="ugc" href="https://github.com/ltdrdata/ComfyUI-Impact-Subpack">ComfyUI-Impact-Subpack</a>Required alongside Impact Pack<a target="_blank" rel="ugc" href="https://github.com/kijai/ComfyUI-KJNodes">ComfyUI-KJNodes</a>Klein KV Cache · ImagePadKJ · QE2511 FluxKontext nodes<a target="_blank" rel="ugc" href="https://github.com/numz/ComfyUI-SeedVR2_VideoUpscaler">ComfyUI-SeedVR2</a>UPSCALE mode (all nodes)<a target="_blank" rel="ugc" href="https://github.com/cubiq/ComfyUI_FaceAnalysis">ComfyUI_FaceAnalysis</a>Faceswap mode (Klein · QE2511)<a target="_blank" rel="ugc" href="https://github.com/1038lab/ComfyUI-RMBG">ComfyUI-RMBG</a>RE-BG mode (Z-Image)<a target="_blank" rel="ugc" href="https://github.com/Fannovel16/comfyui_controlnet_aux">comfyui_controlnet_aux</a>ControlNet preprocessors (Z-Image)<a target="_blank" rel="ugc" href="https://github.com/city96/ComfyUI-GGUF">ComfyUI-GGUF</a>GGUF quantized models (optional)<h3 id="3.-download-models">3. Download models</h3>Z-Image Turbo:<ul><li>Diffusion: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/diffusion_models/z_image_turbo_bf16.safetensors">z_image_turbo_bf16.safetensors</a> → <code>models/diffusion_models/</code></li><li>Text Encoder: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors">qwen_3_4b.safetensors</a> → <code>models/text_encoders/</code></li><li>VAE: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/vae/ae.safetensors">ae.safetensors</a> → <code>models/vae/</code></li></ul>Flux.2 Klein 9B:<ul><li>Diffusion: <a target="_blank" rel="ugc" href="https://huggingface.co/collections/black-forest-labs/flux2">Black Forest Labs HF Collection</a> → <code>models/diffusion_models/</code></li><li>Text Encoder + VAE: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/vae-text-encorder-for-flux-klein-9b/tree/main/split_files">Comfy-Org 9B pack</a> → <code>models/text_encoders/</code> + <code>models/vae/</code></li></ul>Qwen Image Edit 2511:<ul><li>All model files: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Qwen2.5-VL-7B-Image-Edit">Comfy-Org QE2511</a> → <code>models/diffusion_models/</code> + <code>models/text_encoders/</code> + <code>models/vae/</code></li></ul>Krea 2:<ul><li>All model files: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Krea2">Comfy-Org Krea2</a> → <code>models/diffusion_models/</code> + <code>models/text_encoders/</code> + <code>models/vae/</code></li></ul>SeedVR2 (UPSCALE mode — all nodes):<ul><li><a target="_blank" rel="ugc" href="https://huggingface.co/numz/SeedVR2_comfyUI/tree/main">SeedVR2-models</a> → <code>models/SEEDVR2/</code></li><li>You need: DiT file (<code>seedvr2_ema_3b_fp16</code> or <code>_fp8</code> or <code>7b_fp8</code>) + <code>ema_vae_fp16.safetensors</code></li></ul><hr /><h2 id="the-other-half:-tj_node-wireless-workflow-architecture-toolkit">The Other Half: TJ_NODE — Wireless Workflow Architecture Toolkit</h2><a target="_blank" rel="ugc" href="https://github.com/designloves2/ComfyUI-TJ_NODE">ComfyUI-TJ_NODE</a> — the node package this studio was built to work with.If TJ NODE STUDIO ONE is the cockpit, TJ_NODE is the engine room.NodeWhat it doesPrompt Studio (TJ)Unified LLM prompt workflow — Auto / Enhancer / Image-to-Prompt modesScene Maker (TJ)Visual Beat-based prompt architecture — KO/EN/JP/CN auto-translateWireless ArchitectureMulti Router, Embedded Get/Set, Batch Workflow, Save Pipeline→ <a target="_blank" rel="ugc" href="https://github.com/designloves2/ComfyUI-TJ_NODE">github.com/designloves2/ComfyUI-TJ_NODE</a><hr /><h2 id="faq">FAQ</h2>Q: Which models does each node support? A: Z-Image ONE → Z-Image Turbo. Klein ONE → Flux.2 Klein 9B/4B. QE2511 ONE → Qwen2.5-VL 7B Image Edit. Krea2 ONE → Krea AI model. Each node is architecture-specific.Q: Do I need all the custom nodes? A: Only the ones for modes you use. SeedVR2 for upscale, FaceAnalysis for faceswap, RMBG for RE-BG, KJNodes for Klein/QE2511 outpaint. Core T2I/I2I works without most of them.Q: VRAM requirements? A: Flux.2 Klein 9B ~18–24GB; use CPU offload for lower VRAM. Z-Image Turbo is lighter. QE2511 7B ~16–20GB. Krea2 varies by model. SeedVR2 3B FP8 ~12GB.Q: My results don't look great. Is something broken? A: Probably not. Output quality is determined by the model, prompts, and LoRA choices — not the node. The node is just a UI shell.Q: Can I wire this into a normal ComfyUI workflow? A: The node internally generates its own graph. You can connect <code>prompt_override</code> or model override input slots, but the node is self-contained by design.Q: Why is there no separate workflow file for each mode? A: That's literally the whole point.<hr /><h2 id="github">GitHub</h2>TJ NODE STUDIO ONE (this): <a target="_blank" rel="ugc" href="https://github.com/designloves2/ComfyUI-TJ_NODE_STUDIO_ONE">https://github.com/designloves2/ComfyUI-TJ_NODE_STUDIO_ONE</a>TJ NODE — Wireless Workflow Architecture Toolkit: <a target="_blank" rel="ugc" href="https://github.com/designloves2/ComfyUI-TJ_NODE">https://github.com/designloves2/ComfyUI-TJ_NODE</a><hr /><h2 id="acknowledgements">Acknowledgements</h2>The core idea and architecture of this node family originated from <a target="_blank" rel="ugc" href="https://github.com/yanokusnir-ai">yanokusnir-ai</a>'s open-source work:<a target="_blank" rel="ugc" href="https://github.com/yanokusnir-ai/one-node-flux-2-klein">one-node-flux-2-klein</a> — The original single-node, all-in-one concept for Flux.2 KleinTJ NODE STUDIO ONE (Z-Image · Klein · QE2511 · Krea2) grew out of that idea — expanding it to multiple models and modes. Deep thanks to the original author for the inspiration and for keeping it open source. 🙏<hr />MIT License. Free forever. PRs welcome.

Single ComfyUI Node That Does Everything — T2I, I2I, Inpaint, Outpaint, ControlNet, Face Redraw, Faceswap, BG Removal, AND AI Upscale. No Wiring. Ever.

I Made a Single ComfyUI Node That Does Everything — T2I, I2I, Inpaint, Outpaint, Faceswap, Camera Angle, BG Removal, AND AI Upscale. No Wiring. Ever.Free · Open Source · GitHub Four all-in-one nodes: Z-Image Turbo · Flux.2 Klein 9B · Qwen Image Edit 2511 · Krea 2 Korean / English UI — switch language in SettingsThe Problem With ComfyUI WorkflowsYou download a workflow. It works — until you want to inpaint the result. So you load another workflow. Then you want to upscale that. Another workflow. Then redo the background. Another one.You end up with 8 browser tabs, 6 workflow files, and you're manually copy-pasting filenames between them like it's 2019.This node fixes that.What Is ThisTJ NODE ONE is a ComfyUI UI extension built around one idea: you shouldn't need to be a node graph engineer just to generate and iterate on images.One node on the canvas. Every mode lives inside its panel. No wiring, no routing, no "wait which output goes into which input again."<pre><code>T2I → I2I → INPAINT → OUTPAINT → EDIT → FACESWAP → ANGLE → UPSCALE</code></pre>The entire pipeline — generation, editing, background removal, upscaling — in a single self-contained panel. Hit Send to on any result to pass it to the next mode instantly. That's it.This node is about workflow convenience, not magic. It handles all the node wiring and parameter routing so you don't have to.Four Nodes, Four Powerhouse ModelsZ-Image ONE STUDIO (TJ)Z-Image Turbo — Alibaba's flow-matching model (fast, high quality)ModeWhat it doesT2IText → image, LoRA stack (up to 3), resolution presetsI2IDenoise-controlled image transformationINPAINTDraw mask directly in the node, regenerate region (DifferentialDiffusion)OUTPAINTExpand canvas in any direction (Up/Down/Left/Right px)RE-BGBiRefNet cuts the subject, you write a new background — no seamsCONTROLNETUnion ControlNet — Depth / Canny / Pose / etc in one modelFACE REDRAWYOLO detects faces → crop → regenerate → seamlessly blend backUPSCALESeedVR2 AI upscale (3B / 7B DiT model)Flux.2 Klein ONE STUDIO (TJ)FLUX.2 Klein 9B (Black Forest Labs) — multi-reference editing beastModeWhat it doesT2IFlux.2 Klein generation, LoRA stackI2IImage-to-image with Flux.2EDITMulti-reference editing — feed up to 5 reference imagesPAINTInpaint + Outpaint in one modeFACESWAPFace transfer via BFS LoRA (Best Face Swap)UPSCALESeedVR2 AI upscale (same models, shared)Qwen Image Edit 2511 ONE STUDIO (TJ)Qwen2.5-VL 7B — image editing with multi-image context and camera angle controlModeWhat it doesT2IText to image with Qwen2.5-VL architectureI2IImage transformation with denoise controlEDITEdit images with text + up to 3 reference images (FluxKontext workflow)PAINTInpaint + Outpaint — mask editor + canvas expansionFACESWAPBFS LoRA face swap with auto promptANGLEDrag H/V/Z controls to rotate camera angle in 3D sceneUPSCALESeedVR2 AI upscaleKrea 2 ONE STUDIO (TJ)Krea AI generation modelModeWhat it doesT2IText to imageI2IImage-to-image transformationUPSCALESeedVR2 AI upscaleFeatures That Actually MatterNo wiring required — the node builds the ComfyUI graph internally. Set parameters, click Generate, done.Send to — one button passes your result to any other mode as source image. T2I → Inpaint → Upscale in 3 clicks.Language support — switch between 한국어 and English in Settings. All UI text, help docs, and error messages update on reload.Gallery — every generated image is saved and browsable inside the node. Star favorites, delete failures, send any past result to any mode.Compare slider — drag to compare source vs result side by side.Scroll zoom — mouse wheel to zoom into any result.Model Override Slots — expose input slots to wire in Primitive nodes for model filenames. <code>.gguf</code> filenames auto-switch to GGUF loaders.LoRA stack — up to 3 LoRAs per generation. Trigger word auto-detection from file metadata.Lightning LoRA — 4-step fast generation LoRA support for Klein, QE2511, and Krea2. Auto-sets Steps=4, CFG=1.Camera Angle LoRA — QE2511 ANGLE mode: configure once in Settings, applies automatically.Prompt Templates — save and recall prompt presets per node.Settings persist — model selection, prompt suffix, save folder, everything saves and survives restarts.SeedVR2 Upscale — Built In to All NodesAll four nodes include a full SeedVR2 AI upscale mode sharing the same model folder.<ul><li>DiT model: 3B (FP16 / FP8) or 7B FP8</li><li>Resolution up to 4096px</li><li>Attention mode: sdpa / flash_attn_2 / flash_attn_3 / sageattn</li><li>Color correction (LAB space)</li></ul>Bug Fixes (v1.2)<ul><li>Outpaint color param crash — <code>ImagePadKJ</code> color was sent as <code>[R,G,B]</code> array which ComfyUI interpreted as a node link → "Bad linked input" error. Fixed to <code>"R, G, B"</code> string format.</li><li>Klein outpaint generating new images — <code>GetImageSize</code> was reading the unscaled padded image, causing <code>EmptyFlux2LatentImage</code> and <code>VAEEncode</code> dimensions to mismatch → model ignored reference conditioning and drew entirely new content. Fixed to read from <code>ImageScaleToTotalPixels</code> output.</li><li>Help overlay links — URLs in all help docs are now clickable hyperlinks.</li><li>Language selector position — Language selector now appears right after Refresh Models (consistent across all 4 nodes).</li></ul>Install1. Install the node<pre><code>cd ComfyUI/custom_nodes
git clone https://github.com/designloves2/ComfyUI-TJ_NODE_ONE.git</code></pre>Or search <code>ComfyUI-TJ_NODE_ONE</code> in ComfyUI Manager.2. Install required custom nodesWindows — just double-click:<pre><code>install_requirements.bat</code></pre>Mac / Linux:<pre><code>chmod +x install_requirements.sh
./install_requirements.sh</code></pre>This installs all 8 required nodes in one shot, skips anything already installed, and runs <code>pip install -r requirements.txt</code> for each. Restart ComfyUI when done.Or install manually via ComfyUI Manager:NodeRequired for<a target="_blank" rel="ugc" href="https://github.com/ltdrdata/ComfyUI-Impact-Pack">ComfyUI-Impact-Pack</a>Face Redraw mode (Z-Image)<a target="_blank" rel="ugc" href="https://github.com/ltdrdata/ComfyUI-Impact-Subpack">ComfyUI-Impact-Subpack</a>Required alongside Impact Pack<a target="_blank" rel="ugc" href="https://github.com/kijai/ComfyUI-KJNodes">ComfyUI-KJNodes</a>Klein KV Cache · ImagePadKJ · QE2511 FluxKontext nodes<a target="_blank" rel="ugc" href="https://github.com/kijai/ComfyUI-SeedVR2">ComfyUI-SeedVR2</a>UPSCALE mode (all nodes)<a target="_blank" rel="ugc" href="https://github.com/cubiq/ComfyUI_FaceAnalysis">ComfyUI_FaceAnalysis</a>Faceswap mode (Klein · QE2511)<a target="_blank" rel="ugc" href="https://github.com/1038lab/ComfyUI-RMBG">ComfyUI-RMBG</a>RE-BG mode (Z-Image)<a target="_blank" rel="ugc" href="https://github.com/Fannovel16/comfyui_controlnet_aux">comfyui_controlnet_aux</a>ControlNet preprocessors (Z-Image)<a target="_blank" rel="ugc" href="https://github.com/city96/ComfyUI-GGUF">ComfyUI-GGUF</a>GGUF quantized models (optional)3. Download modelsZ-Image Turbo:<ul><li>Diffusion: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/diffusion_models/z_image_turbo_bf16.safetensors">z_image_turbo_bf16.safetensors</a> → <code>models/diffusion_models/</code></li><li>Text Encoder: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors">qwen_3_4b.safetensors</a> → <code>models/text_encoders/</code></li><li>VAE: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/vae/ae.safetensors">ae.safetensors</a> → <code>models/vae/</code></li></ul>Flux.2 Klein 9B:<ul><li>Diffusion: <a target="_blank" rel="ugc" href="https://huggingface.co/collections/black-forest-labs/flux2">Black Forest Labs HF Collection</a> → <code>models/diffusion_models/</code></li><li>Text Encoder + VAE: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/vae-text-encorder-for-flux-klein-9b/tree/main/split_files">Comfy-Org 9B pack</a> → <code>models/text_encoders/</code> + <code>models/vae/</code></li></ul>Qwen Image Edit 2511:<ul><li>All model files: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Qwen2.5-VL-7B-Image-Edit">Comfy-Org QE2511</a> → <code>models/diffusion_models/</code> + <code>models/text_encoders/</code> + <code>models/vae/</code></li></ul>Krea 2:<ul><li>All model files: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Krea2">Comfy-Org Krea2</a> → <code>models/diffusion_models/</code> + <code>models/text_encoders/</code> + <code>models/vae/</code></li></ul>SeedVR2 (UPSCALE mode — all nodes):<ul><li><a target="_blank" rel="ugc" href="https://huggingface.co/kijai/SeedVR2-models/tree/main">kijai/SeedVR2-models</a> → <code>models/SEEDVR2/</code></li><li>You need: DiT file (<code>seedvr2_ema_3b_fp16</code> or <code>_fp8</code> or <code>7b_fp8</code>) + <code>ema_vae_fp16.safetensors</code></li></ul>The Other Half: TJ_NODE — Wireless Workflow Architecture Toolkit<a target="_blank" rel="ugc" href="https://github.com/designloves2/ComfyUI-TJ_NODE">ComfyUI-TJ_NODE</a> — the node package this studio was built to work with.If TJ NODE ONE is the cockpit, TJ_NODE is the engine room.NodeWhat it doesPrompt Studio (TJ)Unified LLM prompt workflow — Auto / Enhancer / Image-to-Prompt modesScene Maker (TJ)Visual Beat-based prompt architecture — KO/EN/JP/CN auto-translateWireless ArchitectureMulti Router, Embedded Get/Set, Batch Workflow, Save Pipeline→ <a target="_blank" rel="ugc" href="https://github.com/designloves2/ComfyUI-TJ_NODE">github.com/designloves2/ComfyUI-TJ_NODE</a>FAQQ: Which models does each node support? A: Z-Image ONE → Z-Image Turbo. Klein ONE → Flux.2 Klein 9B/4B. QE2511 ONE → Qwen2.5-VL 7B Image Edit. Krea2 ONE → Krea AI model. Each node is architecture-specific.Q: Do I need all the custom nodes? A: Only the ones for modes you use. SeedVR2 for upscale, FaceAnalysis for faceswap, RMBG for RE-BG, KJNodes for Klein/QE2511 outpaint. Core T2I/I2I works without most of them.Q: VRAM requirements? A: Flux.2 Klein 9B ~18–24GB; use CPU offload for lower VRAM. Z-Image Turbo is lighter. QE2511 7B ~16–20GB. Krea2 varies by model. SeedVR2 3B FP8 ~12GB.Q: My results don't look great. Is something broken? A: Probably not. Output quality is determined by the model, prompts, and LoRA choices — not the node. The node is just a UI shell.Q: Can I wire this into a normal ComfyUI workflow? A: The node internally generates its own graph. You can connect <code>prompt_override</code> or model override input slots, but the node is self-contained by design.Q: Why is there no separate workflow file for each mode? A: That's literally the whole point.GitHubTJ NODE ONE (this): <a target="_blank" rel="ugc" href="https://github.com/designloves2/ComfyUI-TJ_NODE_ONE">https://github.com/designloves2/ComfyUI-TJ_NODE_ONE</a>TJ NODE — Wireless Workflow Architecture Toolkit: <a target="_blank" rel="ugc" href="https://github.com/designloves2/ComfyUI-TJ_NODE">https://github.com/designloves2/ComfyUI-TJ_NODE</a>AcknowledgementsThe core idea and architecture of this node family originated from <a target="_blank" rel="ugc" href="https://github.com/yanokusnir-ai">yanokusnir-ai</a>'s open-source work:<a target="_blank" rel="ugc" href="https://github.com/yanokusnir-ai/one-node-flux-2-klein">one-node-flux-2-klein</a> — The original single-node, all-in-one concept for Flux.2 KleinTJ NODE STUDIO ONE (Z-Image · Klein · QE2511 · Krea2) grew out of that idea — expanding it to multiple models and modes. Deep thanks to the original author for the inspiration and for keeping it open source. 🙏MIT License. Free forever. PRs welcome.

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