The main body of the Chinese discourse system is the Chinese story, and the main body of the Chinese narrative system is the Chinese voice, both of which highlight the Chinese characteristics. The course of China's revolution, construction, reform, and the great ongoing practices of the new era have provided an endless stream of material for Chinese stories. "Telling a vivid and realistic Chinese story will surely further boost our confidence in development and gather the powerful force to forge ahead in the new era.". To construct a discourse system with Chinese characteristics, it is necessary to tell the story of China's development in the practical exploration of "inviting in" and "going out". The great victory of the new democratic revolution is the result of the CPC's independent pursuit of the revolutionary road with Chinese characteristics. It tells the world the story of China's "standing up" with its victorious practice. After the founding of New China, we comprehensively established the basic socialist system, implemented reform and opening up, and achieved remarkable achievements. We vividly told the world the story of China's "prosperity". Entering the new era, the Party and the country have achieved historic achievements and undergone historic changes, and have used their progressive practices to tell the world the story of China's "strength". To construct a discourse system with Chinese characteristics, it is necessary to tell a good story of China's development in the process of sinicization and modernization of Marxism. The discourse system with Chinese characteristics, based on Marxism with Chinese characteristics and the times, embodies the unity of party spirit and people's character, the unity of Chinese characteristics and the times, and the unity of tradition and modernity. The early spread of Marxism in China created ideological conditions for the birth of the CPC. Once the CPC was born, it adhered to Marxism as the guide for action, combined the basic principles of Marxism Leninism with China's specific reality, and founded Mao Zedong Thought. During the period of reform and opening up and socialist modernization, the CPC further inherited and developed Marxism, forming a theoretical system of socialism with Chinese characteristics. This is our theoretical guidance and basic guidance for telling the story of China's development. To build a discourse system with Chinese characteristics, we should tell the story of China's development in the pursuit of symbiosis, win-win results, and empathy. The effectiveness of the construction and implementation of a discourse system is mainly reflected in empathy and empathy. The generation and dissemination of a discourse system with Chinese characteristics cannot be separated from the needs of national survival and development, interest cooperation and win-win results, and the needs of people's emotions and collective realization. Forced to open its doors and bullied by foreign powers, old China tried various popular social ideological programs at the turning point of its fate, but all failed. At the time of national crisis, the CPC shares the same fate with the people