Kosinkadink/ComfyUI-Advanced-ControlNet

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1004 stars · 97 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A set of ComfyUI custom nodes providing advanced ControlNet scheduling, weighting, and masking for Stable Diffusion workflows. It supports timestep/latent keyframes, attention masks, and sliding context sampling across many ControlNet variants including T2IAdapters, ControlLoRAs, SparseCtrl, and SVD-ControlNets.

Use cases

• schedule controlnet strength across diffusion timesteps
• apply masks and custom weights to controlnet in comfyui
• use controlnet with animatediff sliding context windows
• replicate 'my prompt is more important' from auto1111 controlnet
• use sparsectrl or svd controlnet models
• apply reference-only controlnet modes like adain and attention

When to choose

• you use ComfyUI and need fine-grained ControlNet strength scheduling or masking
• you animate with AnimateDiff and need sliding context ControlNet support
• you need Auto1111-style soft weight features in ComfyUI

When to avoid

• you use Automatic1111 or Forge instead of ComfyUI
• you only need basic ControlNet application without scheduling or masks
• you need ControlNet preprocessors, which live in comfyui_controlnet_aux

Facets

plugin · maturity active

image-processing machine-learning plugin-system image-processing artificial-intelligence developer-tools python cross-platform comfyui controlnet stable-diffusion animatediff custom-nodes generative-ai

Member repositories

For agents

markdown · JSON · MCP: product_card(name="Kosinkadink/ComfyUI-Advanced-ControlNet")