Ruanyun Smart Evaluation solution, with a core focus on a multi-party collaborative education mechanism, relies on smart education platforms and modern information technologies such as artificial intelligence and big data to construct an evaluation system involving multiple stakeholders including regulatory authorities, schools, families, and society. This solution not only comprehensively and objectively evaluates students moral, intellectual, physical, artistic, and labor skill education but also effectively guides students to strengthen their ideals and beliefs and enhance their overall quality through data-driven methods, laying a solid foundation for their diverse, joyful, and healthy growth.