How to keep apps open in full screen OS X 10.9
Most OS X apps will open in the last state they were in before quitting. So if you quit an application on fullscreen mode it should open in full screen mode when you launch the app again.

In the case of Chrome you will need to tick the "Continue where you left off" option on the startup section of settings.

Hope this helps!