National Basic Automatic Weather Station (AWS) data of A-format is a kind of integrated observation data, which includes kinds of elements and generous information. For realizing the effective quality control, more comprehensive quality control method is studied. According to software engineering theory, application software is developed with modularization design method. It is of great importance to the quality of National Basic Automatic Weather Station (AWS) data.