 The study aims to establish a database for AI-based diagnosis of skin diseases in the Chinese population and presents an initial study on six common skin diseases using a two-step strategy called XY SkinNet, which achieved a top-3 accuracy of 84.77%, exceeding the average accuracy of dermatologists. This article was authored by Kai Huang, Zixi Jiang, Yixin Li, and others.