在深化产教融合、服务乡村振兴的国家战略背景下，以智慧农业领域为切入点，提出“需求牵引、动态迭代、能力贯通”的微专业课程体系构建路径。通过分析智慧农业产业链岗位能力与人才缺口，构建了“四层三融”课程体系，设计了“基础—核心—拓展—综合”递进式四层课程模块，制定了课程内容融合产业案例、教学场景融合企业实境、评价标准融合岗位认证”三融机制。实践表明，该模式能够提升学生的复合技能与产业适配度，为高校服务新农科建设提供参考依据。

In the context of the national strategy to deepen industry-education integration and serve rural revitalization, this paper proposes a micro-specialty curriculum system construction path of "demanddriven, dynamic iteration,and capability integration" with the smart agriculture field as the entry point. By analyzing the job capabilities and talent gaps in the smart agriculture industry chain,a "four-layer,threeintegration" curriculum system is constructed. The progressive four-layer course modules are designed as "basic-core-expansion-comprehensive." The three-integration mechanism is formulated,which integrates industry cases into course content,integrates enterprise real-life scenarios into teaching scenarios,and integrates job certification into evaluation standards. Practice has shown that this model can enhance students' composite skills and industry adaptability,providing a reference for universities to serve the construction of new agricultural disciplines.