The purpose of creating a Red and Yellow Minimalist Car Wash Flyer is to advertise a car wash service using visually appealing design elements that grab attention and communicate the important information about the service offered. The flyer aims to promote the business, increase customer traffic, and ultimately generate revenue for the car wash service.