Abstract: Consolidating and expanding the achievements of poverty alleviation and effectively connecting with rural revitalization is the main task of the “three rural” work in Yunnan, which was once the main battlefield of poverty alleviation. Huize County in Qujing City, Yunnan Province has a typical poverty alleviation population base, significant results, and high pressure to further consolidate and expand the achievements of poverty alleviation. The key to the precise policy implementation model in Huize County lies in the precise analysis, formulation of precise management policies, and precise implementation of assistance measures through hierarchical classification. At the same time, Huize County is currently facing difficulties in consolidating its achievements in industrial development, hollowing out villages, and low quality of poverty-stricken people. It is necessary to adhere to precise thinking as a guide in practice, and explore more practical and precise measures that are more in line with the times.