Bulk Save Favourited Videos

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Hello!

I'm looking for a workflow to save multiple videos that I favourited. So far i have to copy and paste them one at a time to a 3rd party app and then download it. It means switching out of apps over and over. I tried using the Desktop but it doesnt show favourites. Anyone have any ideas or maybe even a script to do this?

System Configuration: Macintosh / Chrome 90.0.4430.212