Hsiung Shih-li considers that there is a theoretical foundation in Confucius' "Chou-I." This concept also becomes Hsiung' "The Theoretical Assumptions" of "Yi" study. By breaking the myth of the ancient astrologists and "Yi" study of Han School, Hsiung attempts to reveal the true meaning of "Chou-I. " The ancient astrologists believed in the Supreme Being in the universe. Such a belief is one of their two basic principles. But Confucius' opinion is "to replace the Supreme Being by Ch'ien Yuan." By saying this, he clearly manifests his assertion to abolish the belief in the Supreme Being and present the idea of Ch'ien Yuan. In the viewpoints of the ancient astrologists that originate from the belief in the myth of the Supreme Being, yin and yang are two kinds of energy while Confucius holds different opinion to "replace yin and yang by the two great applications of Ch'ien and K'un" in which Ch'ien is for life and mind; and K'un for materiality and power. Hsiung alsogeneralizes the making of examples in Confucius' "Chou-I." He thinks that the ancient astrologists choose the signs to divine but this method easily results in a state of disorder. So Confucius changes signs into metaphors, that is, to use signs to illustrate the interpretation; moreover, he further induces them into certain semantic categories. The study of signs and semantic categories is truly the key to comprehend the text of "Chou-I." It is a must to understand the theoretical foundation above so that Hsiung's theory of "unity in essence and action" can be fully appreciated.