It briefly introduces the application of the automatic observation system software for surface weather observation stations in the preliminary examination of meteorological monthly reports from automatic weather stations (AWS). It describes in detail the general operating procedures in record examination and the problems encountered in practice, so to assure the quality of AWS meteorological records and help data reviewers avoid various errors.