Abstract: Due to the requirements of smart meteorology for the application of cross-domain knowledge are increasing, the development of meteorological department software is facing more and more cross-sectoral. Unlike previous meteorological information software, meteorological intelligence service software presents a "big-platform, micro development" feature. How to make the meteorological information software development model adapting better to the intelligent construction requirements of the meteorological information engineering? It has become one of the important topics in the meteorological information construction. This paper describes a new generation of big data development technology based on the knowledge map, system architecture knowledge, industry components and the standardized resources in industry. We propose a micro development framework for intelligent service software and systematically introduce this kind of smart weather-oriented intelligent software development model by combining with the Guangdong A Platform for micro-application development and examples.Keywords: meteorological intelligence service, micro development, microservice, crowd innovation