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To repurpose long-form videos into short vertical clips, the system analyzes transcripts to find compelling moments, cuts the footage into a 9:16 format, burns in captions, and schedules the posts. This automates highlight detection and editing for platforms requiring vertical video.

Yes, you can turn a YouTube video or local file into scheduled short-form content by downloading the source, applying ffmpeg-based editing to crop or stack footage, generating brand-aware captions, and scheduling approved drafts across the week.

Highlight detection works by reviewing video transcripts to identify 2–5 compelling 30–60 second moments with strong hooks and complete ideas. This ensures the extracted social media clips contain engaging, self-contained segments suitable for vertical video formats.

The best way to add captions and brand voice to short-form video posts is to burn synchronized captions directly into the vertical footage and generate brand-aware post copy. This creates polished, ready-to-publish clips without manual editing or copywriting.

Yes, ffmpeg is required to crop or stack footage into a 9:16 vertical video format and validate the final resolution. This ffmpeg-based editing process ensures the long-form source video is properly formatted for short-form social media platforms.

Suitable long-form videos for converting into short-form clips include webinars, podcasts, talks, sermons, and YouTube videos. The system requires video downloading or library access to extract highlights and produce branded vertical video content.