<blockquote style="border-left: 4px solid orange; padding-left: 10px; color: #e67e22;"> ⚠️ <strong>Warning:</strong> This repository was renamed in version 1.3.4.

Older workflow .json files may still reference the previous wanwrapper_qq node pack, which could cause unintended installations instead of pulling this updated package.

</blockquote>

<strong>Solution:</strong> Delete the old wanwrapper_qq folder from your custom_nodes directory and install the new ComfyUI-SA-Nodes-QQ package.

</blockquote>

<strong>Note:</strong> The recent addition of Power Load Video overwrites ComfyUI's default drag-and-drop behavior to enable the node creation on drag and drop. Otherwise, it should act normally with other drag-and-drop functionality. If you notice anything not working, please create an issue.

Drag and drop override to create Load video node is optional now. False by default

</td> <td width="50%"> <img width="561" height="208" alt="image" src="https://github.com/user-attachments/assets/578a15e7-52f4-4f2d-a62c-4cbc6539edea" /> </td> </tr> </table>

Version 1.3.4 - 2026-04-01

ComfyUI-SA-Nodes-QQ: Name change of node/repo to ComfyUI-SA-Nodes-QQ as Comfyui had warning print on import with kj wanwraper node pack. (Originally this was an addition node pack to build on top but now there's more nodes so it doesn't make sence as well)

pvl

</td> <td width="50%"> <img width="703" height="650" alt="node" src="https://github.com/user-attachments/assets/b558186e-7821-443f-ace2-7fd1c1901764" /> </td> </tr> </table>

Power Load Video Node: New node for loading and previewing videos directly in the canvas with integrated timeline playback.
- Hotkeys: Shift+Spacebar to play/pause, Shift+Drag on [/] markers to adjust loop boundaries

Version 1.3.0 - 2026-03-16

Scaling Animation Update: Enhanced box path scaling with independent h_scale (horizontal) and v_scale (vertical) controls, plus improved rotation handling that maintains visual direction during flips.

Version 1.2.8 - 2026-03-14

Added SAM (Segment Anything Model) preparation support. Based on MatAnyone2 Workflow Example

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https://github.com/user-attachments/assets/17440bfb-37ea-4052-9d1b-0d62d8e8b96c

</td> </tr> </table>

Version 1.2.1 - 2025-12-11

Some changes to spline editor + added wan move example. Look like mix of ati and control 2.1 (update kj ComfyUI-WanVideoWrapper) Example

https://github.com/user-attachments/assets/119824e7-e309-4f00-9cc8-1404f10d91c9

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https://github.com/user-attachments/assets/881f887d-d930-43d2-b197-ac44668a36e5

</td> </tr> </table>

Version 1.2.0 - 2025-12-01

Added ability to connect video to bg_image and animate over it Example
timeline hotkey/usage

https://github.com/user-attachments/assets/dffe5da8-7626-45cf-ad22-777b5a14879f

Version 1.1.0 - 2025-11-26

Added Prepare Refs (needs cv2) to cut out parts for Power Spline Editor Example
Power Spline Editor can trigger ref preparation with Canvas button in backend without starting comfyui run

https://github.com/user-attachments/assets/7c3d1c3a-4777-432b-997e-eafa678f7e64

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https://github.com/user-attachments/assets/72f46a94-a3f3-4f66-9962-c87c5c02c987

</td> </tr> </table>

Version 1.0.92 - 2025-11-25

Optional color match added to Create Image List batch node (if no ref_image connected it's not used)
Bugfixes , Canvas refresh now can read ImageResizeKJv2 resize and match its parameters to be able to draw on same aspect ratio/crop etc.

https://github.com/user-attachments/assets/e1b70e5a-71af-4d01-9034-f80c9172811f

Version 1.0.9 - 2025-11-24

Proper keyframes control in editor + TTM sample: Cleaned up keyframe layer , added ref pull and animation to later be used with ttm WF Example
From https://github.com/time-to-move/TTM , ty https://github.com/kijai/ComfyUI-WanVideoWrapper for wrapper implementation.
Power Spline Editor - keyframe hotkey usage

https://github.com/user-attachments/assets/41974029-4935-4952-92b6-d2d69a8873d9

Version 1.0.8 - 2025-11-17

Refactor + better ATI driver control: Slight messy refactor + proper ati point output with pause Example

https://github.com/user-attachments/assets/c945432c-fe58-4783-a1c3-565e61868245

Version 1.0.6 - 2025-11-13

New Wan22FMLF: A better way to add midframe control from https://github.com/wallen0322/ComfyUI-Wan22FMLF + amplitude test in one node
Lora high.low filter: Clicking the circle icon cycles through: ◎ → ◐ → ◑ → ◎ + right icon right click options (low/high only / both)
Mp4 muulti cache: save/load steps between samplers

Version 1.0.3 - 2025-11-07

New Hand-Drawn Spline Layer: Added freeform path drawing with full animation controls. Special thanks to filliptm for the implementation example
Enhanced Spline Editor Fixes: Improved coordinate parsing, multi-spline handling, and UI fixes across canvas, context menus, and layer rendering
Independent Layer Point Control: Layer points now drive independently for better animation path control

A collection of custom nodes for ComfyUI providing video manipulation, LoRA loading, path animation, and visual drawing tools for WanVideo workflows.

https://github.com/user-attachments/assets/16f0da4c-38f1-4789-97dc-c331ad8a6d92

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https://github.com/user-attachments/assets/5689c666-924a-4362-9788-d8f662c0d925

</td> </tr> </table>

Power Spline Editor

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Power Spline Editor - usage

Multi-layer canvas: Draw unlimited paths with per-layer controls
Interpolation modes: linear, cardinal (Catmull-Rom), basis (B-spline), points (static)
Repeat system: Loop animations with automatic closed-path handling
Driver/driven: One path controls another with rotation, scaling, and smoothing
Easing functions: Smooth transitions with various easing curves for path animation
Right-click controls: Context menu for driver path with additional options
Offset timing: Positive/negative timing shifts with pause frame control
Pause frames: Start/end pause per layer for precise animation timing

</td> </tr> </table>

Power Lora Loader

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LoRAs: Dynamic UI with rgthree-style interface
Auto-detection: Finds Low variant pairs from High LoRAs automatically
Smart patterns: -, _, separators at prefix/suffix/infix positions
Case variations: High/high/HIGH/H/h → Low/low/LOW/L/l
Dual strength: Separate High (H) and Low (L) sliders with copy buttons
Block selection: Per-LoRA layer control with merge and memory options

</td> </tr> </table>

Wan Video VACE Frame Replace

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Wan Video VACE Frame Replace - example

Single frames: 5 (gray), 5+ (replacement image)
Ranges: 22-26 (gray), *1-5 (keep start), 1-5* (keep end)
a-b-c patterns: Middle frame b with a left/c right context
Multiple +: ++a-b-c++ creates gradual duplicates on both sides
Custom opacity: ++a-b-c++ 0.8 for blend strength control
Custom masks: Auto-scaled replacement masks with opacity blending

</td> </tr> </table>

Wan Video Cache Samples

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Cache/Load workflow: Save latent samples to disk for faster workflow iteration
Dual mode: With input → cache and passthrough; Without input → load from cache
Auto-path handling: Saves to node directory with customizable cache names
Workflow speedup: Skip HIGH sampling steps during prompt/parameter testing to resample LOW

</td> </tr> </table>

Wan Video Image To Video Encode_v2

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(EXPERIMENTAL) Maybe there's native ways to do this , but it seems to work
Multi-frame I2V: Start/mid/end image conditioning with position control
Temporal feathering: Cosine interpolation for smooth frame transitions
Latent strength: Per-frame multipliers (start/mid/end) for motion control (default setting work but can be adjusted)

</td> </tr> </table>

Control only vs Control + I2V

https://github.com/user-attachments/assets/d65bb9d7-962a-4e1f-bc5d-be90adc9e311

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https://github.com/user-attachments/assets/c4b70388-54a8-4b08-8f37-6028e1f2f471

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Other Experimental Node List

Node List

Features

Power LoRA Loader: Advanced LoRA loading with High/Low pair detection, block selection, and custom UI
Power Spline Editors: Multi-layer canvas-based path drawing with interpolation modes (linear, cardinal, basis, points)
Video Manipulation: Speed adjustment, frame extraction, video merging, and frame replacement
Path Animation: Draw shapes (circle/square/triangle) along animated paths with easing functions
Image-to-Video Encoding: TAEHV (Tiny AutoEncoder for Hunyuan Video) with temporal feathering and memory-efficient modes
Cache Management: Sample caching for faster workflow iteration
VAE Frame Replacement: Replace specific frames in VAE-encoded video latents

Installation

Navigate to your ComfyUI custom nodes directory:

cd ComfyUI/custom_nodes/

Clone this repository:

git clone https://github.com/siraxe/ComfyUI-WanVideoWrapper_QQ.git

Restart ComfyUI

Requirements

ComfyUI (latest version recommended)
PyTorch with CUDA support (for GPU acceleration)
Standard ComfyUI dependencies

Credits

Experimental node package for WanVideo workflows in ComfyUI.

Special Thanks

KJ - ComfyUI-WanVideoWrapper
rgthree - rgthree-comfy