image-to-video

Convert still images into animated videos using AI inference models via the belt CLI.

Updated Jul 28, 2026
One-click install
npx skills add https://github.com/Aadi-110i/PEP-PROJECT --skill image-to-video-aadi-110i
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: image-to-video
Source: https://github.com/Aadi-110i/PEP-PROJECT/tree/main/skills/image-to-video
Command: npx skills add https://github.com/Aadi-110i/PEP-PROJECT --skill image-to-video-aadi-110i

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Turning a static image into a natural-looking video requires choosing the right AI model, writing effective motion prompts, and managing duration limits—mistakes in any of these produce distorted, low-quality output. ## Core Features & Use Cases - Model Selection Guidance: Compares Wan 2.5 i2v, Seedance, Fabric, and Grok Video with scenario-based recommendations for landscapes, portraits, products, and fabric motion. - Motion Prompting Framework: Provides structured prompt patterns covering camera movements (dolly, pan, orbit, tilt) and subject motion (water, hair, atmospheric effects). - Full Production Pipeline: Covers the complete workflow from still image generation through animation, upscaling, audio addition, and clip stitching for longer videos. - Use Case: A marketer has a product photo and needs a short looping video for social media—use Fabric or Seedance with a slow orbit prompt to produce a 3-5 second showcase clip. ## Quick Start Animate my landscape photo with gentle water ripples and slowly drifting clouds using the Wan 2.5 i2v model.

Frequently Asked Questions about image-to-video

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I animate a still image into a video?

Run the belt CLI with an image-to-video model like falai/wan-2-5-i2v, passing your image path and a motion prompt describing camera movement and subject motion. Keep motion subtle for best results.

Which image-to-video model should I use for realistic motion?

Wan 2.5 i2v is best for realistic, natural motion such as landscapes and portraits. Use Fabric 1.0 for cloth and liquid physics, and Seedance for stylized or artistic content.

What is the maximum duration for AI-generated video clips?

Clips of 2-5 seconds maintain the highest quality, while quality degrades noticeably beyond 10 seconds. For longer videos, generate multiple short clips and stitch them together with a media merger tool.

Why does my AI video output look distorted or warped?

Distortion usually comes from requesting too much dramatic motion in the prompt. Use gentle, subtle motion descriptions, specify one camera movement, and avoid conflicting motion directions.

How do I create a cinemagraph from a photo?

Prompt the model to move only one specific element while keeping everything else frozen, such as only the waterfall moving. Keep the clip to 2-4 seconds for seamless looping.