The historical experience of urbanization and urban agglomeration development shows that the new urbanization strategy of “relying on urban agglomeration” is the inevitable choice to realize Chinese modernization. The connotation of Chinese modernization also puts forward new requirements for high-quality urbanization. Starting from the “urbanization of people” and moving towards the new journey of building a modern country, we must meet the development demand and stage requirements of the spatial structure of urban agglomerations, construct the urban scale system scientifically with new development concepts, improve the spatial distribution of population, and set a new pattern of regional economic development. Based on the characteristics of Chinese modernization proposed at the 20th National Congress of CPC, this paper discusses the internal requirements of Chinese new urbanization, analyzes the existing problems of urban development so far, so as to explore the future development path. Accurately grasping the development pattern of urban agglomeration and urban in China, scientifically designing the scale system and improving the spatial distribution with new development concepts are conducive to the realization of a “human-centered” new type of urbanization. In this way, we will open up a new realm of Chinese-style modernization with the feature of populous development, common prosperity, harmony between material and spiritual civilization, harmonious coexistence between man and nature, and peaceful development. In the process of urbanization at the present stage, problems such as extensive urban sprawl, scale system imbalance, inferior spatial form and radical construction should be solved dynamically. That is, spatial layout should be optimized in the process of coordinated development, the allocation of resource should be optimized in the process of scale growth, and common prosperity should be realized in the process of urban and rural integration. Based on the spatial structure and scale system of urban agglomerations, it is necessary to sort out the formation mechanism of urban agglomerations in order to design the development path of Chinese-style high-quality urbanization. This includes the spatial differentiation mechanism of urban agglomeration size and function, the spatial characteristics and mechanism of monocentric and multicentric structures, the polarization and trickle action of the largest city, and the formation and optimization mechanism of urban spatial network. In order to explain the spatial dispersion of economic activities and the development model of polycentric cities, this paper calculates the spatial compactness and polycentric degree of 333 cities based on the geographic information system Arcgis 9.2, which shows that the reduction of compactness is the inevitable result of urban scale expansion and extensive sprawl. The multi-center development mode is the way to change the bad shape of city and achieve high quality development. From the perspective of new development pattern, Chinese new urbanization requires the optimization of spatial structure and hierarchical system of all cities, so as to form a functional layout of urban agglomeration with coordinated economic development, mutually complementary functions, reasonable division of labor in industries, and optimal spatial efficiency. Further promoting the new Chinese-style urban development model, improving the structure of city clusters and steadily raising the quality of urbanization will provide solid support for comprehensively building a modern socialist country. On this basis, this paper proposes to rely on urban agglomeration to integrate resources and give play to scale effect and trickle effect. Coordinate the division of labor of large, medium and small cities within the group to achieve a reasonable and efficient spatial structure of urban agglomeration. Besides, recommendations such as improving the management system and mechanism of urban agglomerations and coordinating the interests of all parties, promoting rural revitalization, focusing on the integrated development of urban and rural industries to achieve common prosperity are made in this paper. [ABSTRACT FROM AUTHOR]