I agree they could have done a better job of explaining the why for starring, but I assume that starring is a way to keep track of repositories you are interest

I agree they could have done a better job of explaining the why for starring, but I assume that starring is a way to keep track of repositories you are interested in, but which you don't necessarily want to see filling up your activity feed.