timestamped-video-summary

To convert timestamped transcripts into markdown summaries, the Skill processes time-coded subtitle inputs and generates per-segment structures with bold titles, creator summaries, and mentor critiques. It outputs validated markdown ready for publishing or export.

Yes, you can generate mentor-style feedback directly from transcript files. The Skill automatically appends a dedicated critique paragraph labeled 【导师评注】 to each segment, balancing the first-person creator summary with expert analysis.

The timestamped video summary tool supports LaTeX-based PDF export. After generating and validating the markdown structure, you can render the deliverable into a clean, well-formatted PDF document without appending raw transcripts.

The best way to chapter lecture or tutorial recordings is to process time-coded subtitles into segmented timestamp ranges with bolded concise titles. This creates a strict per-segment structure, providing clear chaptering for educational content.

No, you do not need raw transcripts included in the final PDF deliverable. By default, the Skill produces clean, well-formatted documents by excluding raw transcript text and only outputting the structured summaries and critiques.

Markdown validation fails when the generated video content summaries deviate from the strict per-segment structure. The Skill includes a dedicated validator to ensure each segment correctly contains timestamp ranges, bold titles, creator summaries, and mentor critiques before export.