Actually, both spellings would be correct in this matter. :o
Spoilt is used in an infinite tense, as in "how you are and always will be", although this means that telling him to "stop" being spoilt is a self-contradiction right from the get go, but unfortunately this is the way I was brought up and taught how to say that specific phrase.
In correct English, might I add