Just released a simple web tool, GitStars (http://www.gitstars.com) to help make the act of starring repositories on GitHub infinitely more useful.<p>When you log into GitStars, your starred GitHub repositories are fetched and automatically tagged. You can freely edit the tags and help make the system's auto tagging better for everyone.<p>In this early version, we were focused on helping you re-discover the repositories that you may have starred and lost track of. You can browse or search the repositories by the tags that were automatically generated.<p>I would love to hear your comment on whether you find GitStars useful.