With the increasing prominence of global environmental issues and the accelerating process of urbanization, the symbiotic theory has been widely applied in the fields of architectural design and urban planning. In the field of urban planning and architectural design, the research on the concept of symbiosis is constantly developing, but most of the research focuses on the macro direction of urban planning, and there are few relevant studies on the micro level of architectural design. Based on this theory, this paper proposes the architectural design concept of “resilient symbiosis” by optimization and improvement. Taking the architectural scheme design of Fengxian Punan canal floating ceramic cabin as an example, This paper analyzes the application of the concept of resilient symbiosis architecture design from four aspects: shape conception and evolution, modular construction , green building performance, and local materials using. At the same time, it summarizes the concept of resilient symbiosis architecture design, which provides a theoretical and practical exploration for the realization of harmonious coexistence between architecture and environment.