Walking distance. No sorry, you are out of luck. Either look for something in downtown Dunedin, Clearwater Beach or anywhere outside of downtown Clearwater. There simply isn't anything down there.
If you want something kind of simple, how about Cristino's Coal Oven Pizza which is about a 5 min drive from the Theatre. Excellent pizza.