amagi-watch
Runs locally, no API key. Give Claude a video URL and get back a timestamped transcript and key frames, merged into one markdown file.
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Per-day rates divide a measured star count by the days it covers: the interval between two snapshots for Rising fastest, the age of the repository for New and fast. They are not fixed 24-hour changes, and stars show interest, not quality.