This game is not for casual players (yet). The rooms get very difficult really fast since the health and fuel dont regenerate between rooms. Could be 2 difficulty modes easy and hard, where easy regenerates your resources every room.
The GDD is well documented, and sections are easy to understand. I haven't played the games you referenced but the details you described make sense.
-Fortunes