Individual skill

multimodal-extraction

Given a local video or video URL, downloads the media if needed, extracts slide frames and key moments, transcribes the audio, and writes a Markdown timeline that interleaves screenshots with the transcript at the associated timestamps. Use when asked to turn a video into a multimodal notes file, slide-synced transcript, screenshot-enhanced transcript, or talk recap with images.

multimodal-extraction/SKILL.md

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Nov 9, 2026
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# Multimodal Extraction

## Overview

This skill composes the existing video workflows into one artifact:

- `download-video` for URL inputs
- `thumbnail-extraction` for slide frames and key screenshots
- `transcribe-anything` for transcript strategy

The implementation is intentionally speed-first:

1. Download only when the input is a URL
2. Reuse the fast slide/key-frame heuristics from `thumbnail-extraction`
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