A design effect of a simple milk tea shop typically includes elements such as a minimalist aesthetic, comfortable seating arrangements, a clear display of milk tea options, and a small kitchen area for preparing the drinks. It focuses on creating a cozy and inviting atmosphere for customers to enjoy their milk tea.