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shotwindow

v0.0.1

Published

Hit the window. A CLI vision instrument for YouTube thumbnails — saliency, feed-size OCR read-back, channel rank, live A/B rotation. Launching soon.

Vulnerabilities

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Links

Maintainers

otienowillysotienowillys

Keywords

youtubethumbnailctrclivision

Readme

shotwindow

Hit the window.

Every feed impression is a shot window — a fraction of a second in which the click is winnable. shotwindow is a CLI vision instrument for YouTube thumbnails: it measures what survives the glance (saliency, legibility at 168px, OCR read-back, rank against your channel's live thumbnails) and renders variants that hit.

Launching soon.

  • https://shotwindow.dev
  • https://www.youtube.com/@shotwindowapp