The educational challenges faced by children with autism in primary school have garnered increasing attention. With the implementation of inclusive education, integrating these children into regular classrooms has become a reality, albeit a profoundly challenging one. The focus of research lies in developing specialized curricula tailored to the unique characteristics of autistic children, aiming to optimize their adaptation and development within general educational settings. This paper examines the limitations of existing educational curricula, explores the foundational theories regarding the cognitive and behavioral traits of autistic children, and integrates various educational theories such as Multiple Intelligences Theory, Social Constructivism, and Applied Behavior Analysis (ABA), to propose effective strategies for curriculum design. Through the implementation of individualized education plans, multisensory teaching methods, social skills training, and the creation of structured environments, this approach seeks to enhance the learning outcomes and social participation of autistic children while maintaining overall educational quality. The research findings indicate that appropriate interventions and support can significantly improve the educational experience of autistic children, providing theoretical backing and practical examples for educational practice.