They can be anything, FPS, TPS, RPG, etc etc. As mentioned in the main page, the theme isn't manditory but it does provide extra points for those who use it.
The entirely from scratch part doesn't include engine and some software that can be used to aid you (as long as it's properly credited of course).
Best of luck!