feature/context-nodes
ComfyUI-TenserTensor
Eight, sir; seven, sir;
Six, sir; five, sir;
Four, sir; Three, sir;
Two, sir; one!
Tenser, said the Tensor.
Tenser, said the Tensor.
Tension, apprehension,
And dissension have begun.
— Alfred Bester, The Demolished Man
A collection of custom nodes for ComfyUI that streamline common workflows. The main goal is to reduce visual clutter by combining frequently used node chains into single, convenient loaders.
Important
⚠️ Note: The pack is currently undergoing refactoring and migration to ComfyUI API V3. Some nodes are marked as deprecated and will be removed in a future major release. Please check node descriptions for migration guidance.
Features
- Workflow settings nodes - configure entire workflow parameters (basic and advanced variants)
- All-in-one model loaders - load checkpoint, LoRAs, CLIP, and VAE in single nodes
- Latent factory - generate latents with aspect ratio, megapixel count, orientation, and type selection (Flux/SDXL)
- Context nodes - from Basic to Even Larger Context
- Basic: combines latent, model, CLIP, VAE, and workflow config into context
- Others: pass-through nodes that modify specific context values while preserving the rest
- CLIP text encoders - context-based and prompt-based encoding with model-specific controls
- KSamplers - Different implementations of KSampler for generating images. Accepts all common sampling parameters and returns a denoised latent ready for VAE decoding.
- VAE decoders - basic, context-based, extended, and two-pass (draft + refinement)
- Post-production tools - image adjustments (brightness, contrast, saturation), color correction (apply LUT), film
grain, upscaler
- All-in-one post-production node combining all tools
- Simplified version without adjustments
Installation
Important
Ensure your ComfyUI version is recent enough to properly support custom operations when loading UNET-only models.
1. Via Git Clone (recommended)
cd ComfyUI/custom_nodes
git clone https://github.com/tenser-tensor/ComfyUI-TenserTensor
2. Via ComfyUI-Manager
- Open ComfyUI-Manager
- Click "Install Custom Nodes"
- Search for: TenserTensor
- Install → Restart ComfyUI
3. Via comfy-cli
comfy node install tenser-tensor/ComfyUI-TenserTensor
Restart ComfyUI after installation.
Nodes List
Acknowledgments
This project uses GGUF file handling code from City96.
Great thanks and appreciation for your excellent work!
Additional
Tip
You can download Flux.2-dev along with additional models (CLIP, VAE) via the link below:
Comfy-Org/flux2-dev
(c) 2026 TenserTensor || Apache-2.0 (apache.org/licenses/LICENSE-2.0)