Made a free tool that automatically cuts the best clips from long videos — thought this community might find it useful [P]

I edit a lot of long-form content and got tired of scrubbing through hour-long recordings to find the good moments. So I built something to do it.

You give it a video file (or a YouTube link), it figures out which parts are actually worth watching, and exports short clips in whatever format you need — vertical for Reels/TikTok/Shorts, 16:9 for YouTube, square for Instagram. It also generates captions per clip automatically.

No subscription, no upload to some random cloud service. Runs on your machine.

How it decides what to cut: combination of audio energy, transcript analysis, and hook detection. Not perfect, but it cuts out like 80% of the manual scrubbing for me.

Fully free and open source: https://github.com/princekjha-dev/Clipify

Would love to hear from anyone who actually edits a lot of talking-head or podcast content — does the format output cover your workflow or am I missing something obvious?