This pack adds wave-driven iterative tools for ComfyUI. It is built around frame-by-frame and iteration-by-iteration workflows that let you push motion, morphing, feedback, and stylization over time instead of treating each frame as an isolated render.

It currently covers four main workflow styles:

Video iteration and stylization
Image iteration
Video interpolation and morphing
Conditioning exploration across prompt states

Included Nodes

Controllers

Video Wave Controller
Image Wave Controller
Interpolation Wave Controller
Explorer Conditioning Wave Controller
Wave CLIP Vision Encode
Wave Style Model Apply
Wave IPAdapter Controller
Wave ControlNet Apply
Wave ControlNet Controller

Samplers

Video Iterative Sampler
Image Iterative Sampler
Video Interpolate Sampler
Explorer Conditioning Sampler

Checkpointing and Utility

Iterative Checkpoint Controller
Checkpoint Preview Loader
Wave Visualizer
Wave IPAdapter Advanced

Example Workflows

Included workflows live in examples/workflows/:

FLUX Video Iterative WF_kentskooking-nodes.json
Image Iterative Sampler - zImage.json
Video Interpolate WF - FLUX.json
Video Interpolate WF (SDXL).json
Video Interpolate WF (SD 1.5).json
kentskooking_nodes_all.json
WF_using_standard_nodes.json

Included assets live in examples/assets/ and include demo GIFs, reference images, and sample input clips.

Installation

cd ComfyUI/custom_nodes
git clone https://github.com/Kentskooking/kentskooking-nodes.git

Restart ComfyUI after cloning.

Dependencies

Core Python dependencies are listed in pyproject.toml and are standard ComfyUI-side packages:

torch
numpy>=1.25.0
Pillow
safetensors>=0.4.2

Optional dependency:

ComfyUI_IPAdapter_plus is only needed for the IPAdapter-related nodes.

cd ComfyUI/custom_nodes
git clone https://github.com/cubiq/ComfyUI_IPAdapter_plus.git comfyui_ipadapter_plus

Typical Workflow Patterns

Video Iteration

Load video latents -> Video Wave Controller -> optional wave integrations -> Video Iterative Sampler -> VAE Decode -> Save or Preview

Image Iteration

Load image latent -> Image Wave Controller -> optional wave integrations -> Image Iterative Sampler -> VAE Decode -> Save or Preview

Video Morphing

Video A + Video B -> Interpolation Wave Controller -> Video Interpolate Sampler -> VAE Decode -> Save or Preview

Conditioning Exploration

Positive A (+ optional B/C) -> Explorer Conditioning Wave Controller -> Explorer Conditioning Sampler -> VAE Decode -> Grid or Video

Checkpointing

Use Iterative Checkpoint Controller for long renders.

Saves rolling progress during a run
Lets you resume after interruption
Can restore workflow state from preview metadata with Checkpoint Preview Loader

Notes

The project is still evolving and the workflows are the fastest way to get oriented.
FLUX, SDXL, and SD 1.5 example workflows are all included.
A small frontend script is bundled under js/ for node width behavior in ComfyUI.

Support

Issues: https://github.com/Kentskooking/kentskooking-nodes/issues
Discussions: https://github.com/Kentskooking/kentskooking-nodes/discussions

License

This repository is licensed under GPL-3.0. See LICENSE and NOTICE for project and third-party attribution details.