This theme is meant to make atom fit in with the rest of Elementary OS when using a dark theme. In order to make it feel as native as possible, most of the styling has been derived directly from the official GTK theme!
Requires that you use a dark syntax theme as well, because it attempts to match the syntax themes background color.
Good catch. Let us know what about this package looks wrong to you, and we'll investigate right away.