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The Video Transcript Summarizer is a powerful Claude Code skill designed to convert messy, raw video transcripts into polished content. It intelligently handles language detection for English and Chinese, identifies video genres such as interviews or lectures, and performs rigorous 'filler word' removal to ensure the text is readable. The skill generates structured Markdown output featuring executive summaries, key takeaways, timestamped timelines, and notable quotes, making it an essential tool for content creators, students, and professionals turning video content into written documentation.