cyberneticlibrary

Edit and enhance video at scale

video-editingskillsetup L30
Sheshiyer/skill-clusters
What it does

Compress and structure video via FFmpeg + Remotion + AI

Best for

Turn long unstructured footage into short-form vlogs with AI-assisted structure planning

Inputs
  • · raw footage transcript/timestamps
  • · edit decision list (start/end/label)
Outputs
  • · segmented MP4 files
  • · Remotion composition with overlays/titles
  • · final assembled video
Requires
  • · FFmpeg
  • · Remotion
  • · ElevenLabs/fal.ai
  • · Descript or CapCut
Preconditions

Raw video file or screen recording

Failure modes
  • · Fails if transcript timestamp format mismatches FFmpeg -ss/-to spec
Trust signals
  • · 5-layer pipeline (capture→org→cuts→composition→assets)
  • · FFmpeg deterministic cuts ensure no quality loss