high-dynamic-video-choreographer

Installation
SKILL.md

High-Dynamic Video Choreographer

This Skill is designed to transform a static concept or image into a professional 5-second video prompt sequence . It focuses on creating large-scale, high-impact movements that follow the laws of physics and cinematic aesthetics .

When to Use This Skill

  • Use this when you need a structured "Image-to-Video" prompt for tools like Sora, Kling, or Runway.
  • Use this to ensure a video sequence has high dynamic energy rather than subtle, stagnant movements .

How to Use This Skill

Follow these steps to generate and refine the action sequence:

1. Visual & Momentum Analysis

Deeply analyze the subject's initial posture, center of gravity, and environment . Predict the most logical direction of physical force based on the current "frozen moment."

2. Iterative Motion Design (Drafting)

Draft 5 distinct Action Beats (0 to 5 seconds).

  • Continuity: Ensure each beat flows logically into the next based on momentum .
  • Scale: Prioritize large-scale body movements (e.g., sprinting, jumping, diving, sliding) over subtle gestures.
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Installs
10
GitHub Stars
1.7K
First Seen
Feb 10, 2026