Haining is located in the Hangjia Lake Plain, and its economic development is rapid. With the surrounding demolition and the surplus labor of rural areas, the phenomenon of "aging aging" and "population gathering" are becoming more and more prominent. Chinese society is in a period of important transformation, diversified value collisions, and complex social environment. Therefore, the construction of targeted communities has gradually attracted much attention. Essence. With the goal of achieving common prosperity, this paper explores the practical forms and strategies of community cultural education in promoting the development of common prosperity for community residents, managing community residents, and enhancing cultural literacy. Through practical implementation, research and statistics, analyze the current resource allocation, activity development, and resident participation in community cultural education. Fully leverage the educational resources of local universities, combine with regional cultural backgrounds, and carry out community cultural education practices with traditional culture as the core. Research has found that community cultural practice education through school local collaboration can stimulate residents' sense of participation and creativity, enhance cohesion and centripetal force, and promote harmonious community management. The study proposes corresponding strategies and suggestions from three aspects: community, local universities, and government, which helps to promote the efficient and sustainable development of community cultural education.