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Comfyui Video Pipeline

Orchestrates three different video generation engines in ComfyUI and picks the right one based on what you need. Wan 2.2 for highest quality (film-level at 24GB VRAM or 1.3B variant for 8GB), FramePack when you need 60-second videos on just 6GB VRAM, AnimateDiff for fast iteration with motion control LoRAs. The routing logic is smart: it looks at your quality requirements, VRAM availability, video length, and whether you need camera control or first/last frame specification. Includes full post-processing with RIFE interpolation, face enhancement, and deflickering. Honestly, the decision tree alone saves you from having to understand the tradeoffs between these engines yourself.

skills.sh installs
1.3K
GitHub stars
94
last updated
Jul 14, 2026

Install

$ npx -y skills add mckruz/comfyui-expert --skill comfyui-video-pipeline --agent claude-code

Installs into .claude/skills of the current project.

Files

ComfyUI Video Pipeline

Orchestrates video generation across three engines, selecting the best one based on requirements and available resources.

Engine Selection

VIDEO REQUEST
    |
    |-- Need film-level quality?
    |   |-- Yes + 24GB+ VRAM → Wan 2.2 MoE 14B
    |   |-- Yes + 8GB VRAM → Wan 2.2 1.3B
    |
    |-- Need long video (>10 seconds)?
    |   |-- Yes → FramePack (60 seconds on 6GB)
    |
    |-- Need fast iteration?
    |   |-- Yes → AnimateDiff Lightning (4-8 steps)
    |
    |-- Need camera/motion control?
    |   |-- Yes → AnimateDiff V3 + Motion LoRAs
    |
    |-- Need first+last frame control?
    |   |-- Yes → Wan 2.2 MoE (exclusive feature)
    |
    |-- Default → Wan 2.2 (best general quality)

Pipeline 1: Wan 2.2 MoE (Highest Quality)

Image-to-Video

Prerequisites:

  • wan2.1_i2v_720p_14b_bf16.safetensors in models/diffusion_models/
  • umt5_xxl_fp8_e4m3fn_scaled.safetensors in models/clip/
  • open_clip_vit_h_14.safetensors in models/clip_vision/
  • wan_2.1_vae.safetensors in models/vae/

Sponsors

Details

Repository
github.com/mckruz/comfyui-expert
Categories
DevOps & CI/CD, Automation & Workflows, Sales & Marketing, Generative Media
First seen
Jun 3, 2026

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