The one-stop student community in higher vocational colleges is a core carrier for fulfilling the fundamental task of fostering virtue through education and promoting the “Three-wide Education” (education for all students, in all aspects, and at all times). It is also an important part of the high-quality development of vocational education. Driven by national policies, the construction of one-stop student communities in higher vocational colleges has completed the basic layout from pilot projects to full coverage, and preliminary achievements have been made in resource decentralization and service implementation. However, from the requirements of high-quality development, there are still prominent problems in the current community construction. Based on the perspective of high-quality development, this paper sorts out the current situation of one-stop student community construction in higher vocational colleges, analyzes the existing core problems, and puts forward targeted optimization strategies, hoping to promote the connotative, characteristic and precise development of one-stop student communities in higher vocational colleges.