You must spend the entire day in costume and character. The only rule is that you cannot actually tell anyone that you are a time traveler. Other than that, anything’s game.
I hope some real time travelers use this as an opportunity to visit our time unnoticed. If anyone from the future needs a place to crash, let me know.