Start with the project trail
Read releases, issues, pull requests, and package activity before sampling stargazers. Healthy projects usually leave several independent traces of use and maintenance.
Fake GitHub stars
Evaluate GitHub stars with context, not a single number
A repository's star count is a starting point for research, not a verdict. This GithubStarBoosts checklist helps developers compare growth with release activity, contributor participation, documentation, and the evidence a real project leaves behind.
Compare growth to visible events
A launch, conference talk, or major release can explain a sharp rise. When growth has no public context, treat it as a prompt for closer inspection rather than proof of intent.
Use a repeatable review
Check history, activity, contributor diversity, forks, and documentation in the same order each time. A repeatable review is more useful than making claims from one chart.
Common questions
Can a star chart prove that stars are fake?
No. It can surface patterns that deserve investigation, but project history and account activity provide the wider context.
Why does GithubStarBoosts provide a detector?
It gives maintainers and users a fast first-pass view of public growth patterns so they can make more informed comparisons.