The features of compound personnel needs in the new media age promote its training modes on the journalism in local universities. Based on“News Gathering and Writing”, the paper explores the ideas fittingteaching transformation and professional bases between the curriculum modular change and excellent communication talents cultivation. In view of capability modules path establishment of curriculum modularization oriented by“competency output”, we analyze the“News Gathering and Writing”comprehensive modular innovation for cultivating excellent communication talents in-depth.