geekjourneyx/hyperframes-motion-director

What it solves

It automates the process of turning text-based content—such as product stories, articles, READMEs, or websites—into structured motion-video productions. It specifically addresses the need for a professional production workflow that includes planning, asset generation, and quality review, with a default focus on Chinese vertical promo videos (9:16).

How it works

The tool operates as an Agent Skill that divides production into two distinct phases: first, it creates a design proposal and brief for user confirmation; second, it generates the necessary assets, builds the composition, and performs validation. It utilizes a set of design-engineering contracts (JSON schemas for scenes, vector templates, and motion primitives) and GSAP choreography to ensure precise animation and layout. It also includes a suite of validation scripts to check assets and artifacts before final delivery.

Who it’s for

It is designed for creators and developers who want to produce high-quality kinetic typography and product promo videos using an AI agent, particularly those targeting vertical video platforms.

Highlights

• Two-Phase Workflow: Enforces a brief/proposal confirmation step before moving to asset generation and rendering.
• Strict Design Contracts: Uses structured JSON for scene schemas, vector templates, and motion primitives to maintain consistency.
• Professional Video Defaults: Optimized for 1080x1920 vertical videos with concise copy and readable hold frames.
• Comprehensive Validation: Includes dedicated scripts to validate image assets, design engineering, and final artifacts.
• Motion-First Approach: Focuses on GSAP choreography that guides viewer attention rather than simple static slide transitions.