No-Spend September??

OK so I am pondering doing something I read about on one of my message boards. Not spending any $$ in September beyond what we need -- groceries and such. Can I do it?? I also really need to cut back on Starbucks, so I'm also pondering a No Starbucks September. EEK! That frightens me...