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I wasted a week on an auth library with 9k stars. Dead Discord. One maintainer who hadn't responded to anything since 2022. The stars were bought.
GitGauge scores any GitHub repo from 1.0 to 5.0 using fork ratio, watcher ratio, and issue activity. Bots don't fork repos or open bug reports. Those gaps are consistent enough to be useful. Right-click any GitHub link anywhere on the web to scan it.
No account, no data collection. Just the GitHub public API. Algorithm is MIT on GitHub.

GitGaugeCheck if a GitHub repo's stars are real before you commit.
Davey2waveyleft a comment
Hey, built this mostly for myself after one bad experience too many with inflated repos. The thresholds aren't perfect, especially for newer projects that haven't had time to build up forks. But it catches the obvious cases. Open to feedback on the scoring if anyone wants to dig in.

GitGaugeCheck if a GitHub repo's stars are real before you commit.
