Absolutely incorrect. Your passport just needs to be valid at the time you re-enter the US.

There are SOME countries, like Anguilla, I believe, that your passport needs to be valid for six months after your visit, but if you don't plan on leaving the island at all, then you don't need to worry about that at all.