Rural revitalization requires both shaping and soul building. Among them, the revitalization of rural culture is particularly important. It is an important guarantee for comprehensively promoting rural revitalization and a powerful support for forging new brilliance in socialist culture. There is still a gap between the overall level of rural cultural construction in China and the requirements for gradually eliminating the urban-rural cultural divide, as well as the aspirations of rural residents for a better cultural life. Precision efforts should be made to improve the layout and quality of education, and to reserve talents for the comprehensive promotion of rural cultural revitalization. Education is an important way to block the intergenerational transmission of poverty and a key element of rural cultural revitalization. It plays a fundamental, leading, and strategic role in rural revitalization. Education promotes culture. Only by comprehensively revitalizing rural education can we enhance the soft power of rural revitalization on the basis of accumulating and transforming rural human capital, inheriting excellent traditional local culture, constructing rural memories and modern nostalgia. Entering a new era, significant achievements have been made in the development of rural education in China. However, it should also be noted that the development of rural education faces many difficulties and challenges, and there are still obvious shortcomings. In response to the changing trend of urban and rural population structure, we should continuously expand the coverage of high-quality education resources in rural areas, strive to improve the quality of rural teachers, effectively improve the educational conditions in rural areas, enhance teaching quality and educational level, continuously improve the high-quality and distinctive rural education system, and provide solid support for promoting the high-quality development of rural education. At the same time, fully connecting with the needs of rural revitalization, we will make precise efforts in education layout, talent support, and other aspects, focusing on enhancing the function of education in serving rural revitalization. For example, strengthening the preferential support of higher education and vocational education for rural areas, fully leveraging their role in improving the quality of rural population, human resource development, technical training and promotion, and reserving rich human capital for the comprehensive promotion of rural cultural revitalization. Emphasizing the combination of "blood transfusion" and "hematopoiesis", creating a good atmosphere for all sectors of society to participate in rural cultural revitalization. Talent revitalization is an important prerequisite for rural revitalization, and the rural cultural talent team provides solid support for rural cultural revitalization. In the process of building a strong talent team for rural cultural revitalization, full attention should be paid to the combination of "blood transfusion" and "hematopoiesis", creating a good atmosphere for all sectors of society to participate in rural cultural revitalization. For example, by improving the qualification admission system, personnel management system, and policy incentive system, we encourage outstanding talents to work in grassroots cultural institutions in rural areas, encourage influential cultural workers, art teachers, etc. to serve as cultural counselors, and build a volunteer team enthusiastic about rural cultural work. For example, by appointing cultural departments, supporting cultural units within the jurisdiction, and hiring grassroots organizations in rural areas, we can retain talents in rural cultural construction, improve the cultural literacy of rural literary and artistic backbone, fully leverage the role of folk artists and cultural talents in activating rural cultural life, inheriting and developing folk culture, and strive to improve the cultural literacy and level of grassroots people from point to surface. For example, by improving the training network for grassroots cultural talents in rural areas, we can effectively strengthen the emerging rural culture