On the other hand, there's nothing lamer than a project that purports to be 20 kinds of awesome, but in order to see so much as a single screenshot, we're expected to spend hours screwing around figuring out how to compile it from scratch.

If the project is meant to be shared with the community, the README should contain at least enough rich content to convey what it does.