Phantomstars

Daily scanner that detects and reports coordinated fake-star bot campaigns on GitHub.

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Phantomstars is a daily automated scan that detects coordinated fake-star and fake-fork campaigns on GitHub, scoring engaging accounts and clustering coordinated bot activity. When a repo crosses a fakeness threshold, it automatically opens a GitHub issue on that repo with the evidence so maintainers can investigate. Built for open-source maintainers and developers who want to know whether a repository's popularity signal is genuine.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of Phantomstars - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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