Document All The Things (At Once)

This should be enough to get us by for now.

I'm going to make it a hard requirement from now on that pull requests contributing significant new functionality come with documentation.
Want a go at it?  I've written a million explanations before but they're not appropriate for the kind of documentation I want here.