I saw the same thing once. It was a blue sky with patchy clouds here and there. Nothing looked stormy.
I was standing just inside the garage holding a large metal pry bar getting ready to walk up the hill to dig out old fence posts when flash/BOOM happened!
I bet it was beer-thirty after that.