I have to laugh at GitHub coming to this conclusion. About 80% of the time when I follow a link to GitHub, there's a list of files and absolutely no explanation of what the project is or why one would be interested in downloading or contributing to it. Sometimes there's a link to something called "markup" or "markdown" that sometimes has a short description that vaguely describes the project. But that's often missing or cryptic, too.