Project detail · Productivity
WatchBouncer — is it worth YOUR watch?
Get AI grades for YouTube videos based on quality and personal alignment to prioritize your backlog.
watchbouncer.app
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AnalyticsAgentVideoAutomationProductivity“grades YouTube videos”“Watch Later”“reads the transcript”“alignment with who you're becoming”“ranked plan”
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I hoard YouTube "Watch Later" videos I never watch (OneTab). So I built a bouncer that reads the transcript and tells me if it's worth my time. My Watch Later list hit a few hundred videos. Every one of them felt "worth it someday," so the pile only grew — the same way browser tabs piled up before OneTab. So I built WatchBouncer. Paste YouTube links — one, or your whole Watch Later — and an AI reads the actual transcript (not the thumbnail, not the hype). Each video gets: a quality scor
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