Make smooth pose-following videos with stunning motion consistency.

Who it's for: creators who want this pipeline in ComfyUI without assembling nodes from scratch. Not for: one-click results with zero tuning — you still choose inputs, prompts, and settings.

Open preloaded workflow on RunComfy

Open preloaded workflow on RunComfy (browser)

Why RunComfy first
- Fewer missing-node surprises — run the graph in a managed environment before you mirror it locally.
- Quick GPU tryout — useful if your local VRAM or install time is the bottleneck.
- Matches the published JSON — the zip follows the same runnable workflow you can open on RunComfy.

When downloading for local ComfyUI makes sense — you want full control over models on disk, batch scripting, or offline runs.

How to use (local ComfyUI)
1. Load inputs (images/video/audio) in the marked loader nodes.
2. Set prompts, resolution, and seeds; start with a short test run.
3. Export from the Save / Write nodes shown in the graph.

Expectations — First run may pull large weights; cloud runs may require a free RunComfy account.

Overview

With this workflow, you can turn static poses into long, expressive motion sequences. It aligns character movement with reference sources for precise and natural results. You get consistent frame coherence and smooth transitions that stay true to your visual style. Ideal for dance, performance, and narrative projects, it delivers studio-quality motion continuity. Build videos that feel authentic, fluid, and artistically cohesive.

Important nodes:

Key nodes in Comfyui One to All Animation workflow

PoseDetectionOneToAllAnimation (#141)
- Detects the subject and estimates whole‑body keypoints that drive pose guidance. Backed by YOLOv10 and ViTPose, it is robust to fast motion and partial occlusion. If your subject drifts or multi‑person scenes confuse the detector, crop your input or switch to the higher‑capacity ViTPose‑H weights linked above.

WanVideoAddOneToAllReferenceEmbeds (#105)
- Fuses a reference image and ref_mask into the conditioning so identity, outfit, or protected regions remain stable across frames. Tight masks preserve faces and hair; broader masks can lock backgrounds. When changing the look, swap the reference and keep the same motion.

WanVideoAddOneToAllPoseEmbeds (#98)
- Binds pose maps and a prefix pose to the One to All Animation embeddings. For stricter choreography, increase the pose influence; for freer interpretation, reduce it slightly. Combine with LoRAs when you want consistent texture while still matching movement.

WanVideoSampler (#27)
- The main video sampler that turns embeddings and text into the initial latent clip. cfg controls prompt adherence, and scheduler trades quality, speed, and stability. Use the same sampler family here and in the loop to avoid flicker.

Extend (#263)
- A compact subgraph that performs sliding‑window extension with overlap. The overlap setting is the key dial: more overlap blends transitions more smoothly at the cost of extra compute; less overlap is faster but can reveal seams. This node also reuses previous latents to keep scene and character coherent across windows.

VHS_VideoCombine (#344)
- Final muxing and save. Set the frame_rate from the detected fps to keep motion timing faithful to your source. You can trim or loop in post, but exporting at the original cadence preserves the feel of the performance.

Notes

One to All Animation in ComfyUI | OpenPose Motion Alignment — see RunComfy page for the latest node requirements.