In response to the issues of changing society and globalization, the development of Twelve-Year Basic Curriculum Guideline was launched by Ministry of Education in 2011. The construction and promotion of curriculum guideline was supported by the mechanisms of “development of curriculum guideline”, “deliberation of curriculum guideline” and “practice of curriculum guideline”. One of them, “development of curriculum guideline” was running by National Academy of Educational Research, which include the domain-specific curriculum from elementary school to senior high school. Vocational and comprehensive high school curriculum guidelines were excluded. In this study, a review of systematic problems occurred during the development of curriculum guideline would be initiated to ensure the smoothly operation of the organization in next curriculum reform. The examples of domain-specific curriculum include Integrative Activities and Arts in vocational and comprehensive school curriculum. It is expected to offer the suggestions of revision, and being a reference for adjusting the feedback mechanism in the future.