AI Short Video Factory
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About this skill
Problem Space
The costly part of short-video production is often not the idea, but the render pipeline: random APIs shift frames, font fallbacks break, audio gets truncated, layouts overflow, and captions drift from the beat. AI Short Video Factory treats this as an engineering problem, using HTML + CSS + GSAP to describe deterministic motion and then rendering MP4 output through Headless Chrome and FFmpeg.
How It Works
It starts from a prompt, script, or outline, then plans scenes and duration, writes layout, palette, motion, and captions, and finally runs self-checks, rendering, and post audio. It fits tech updates, product demos, data visualization, tutorial explainers, and social clips, where the main assets are typography, pacing, copy, and visual emphasis rather than live interaction.
Boundaries
It is not a general-purpose editor, and it does not replace filming, 3D production, or complex VFX. Define canvas, duration, palette, and audio goals first; before delivery, verify text overflow, seekable animation, full-length BGM, and volume.
Use Cases
- Create a 30-60 second tech update clip from weekly notes, with animated layout and captions.
- Turn feature demo copy into a 15-45 second launch video with visual emphasis and BGM.
- Build a 20-40 second data visualization clip from an outline to show trends and comparisons.
- Generate a 30-120 second tutorial video from code or workflow notes, with synced captions.
Best For
- Engineers who publish tech updates weekly and need text briefs turned into deliverable MP4 clips.
- Product marketers who need feature highlights turned into 15-45 second launch videos.
- Analysts who need trends and comparisons turned into 20-40 second visualization clips.
- Developer educators who need code walkthroughs packaged into captioned short videos.
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