In recent years, China’s higher education has entered a stage of high-quality development, and the reform of education models has been continuously deepened. As a new talent cultivation model, the academy system has been widely promoted and practiced in colleges and universities. The academy system breaks the traditional disciplinary barriers of academic departments, takes the student community as the carrier, focuses on the all-round development of students, and builds an education platform integrating education, management, and services. As the core content of the academy system construction, the “one-stop” community management model integrates teaching, management, logistics, and other resources into the student community through resource integration, process optimization, and service innovation, providing students with all-round, all-time, and whole-process service support. It aims to create a community ecology featuring “cohabitation of teachers and students, integration of liberal arts and sciences, interdisciplinary interaction and personalized development.”