This article is going to discuss the thesis of Chuang Tzu GiWuLun. The thesis of GiWuLun is not an independent theory but connected to the whole book of Chuang Tzu, accordingly, to study this theseis should tress its statements in the framework of the whole Chuang Tzu then will be able to make its specific characteristics been apparent. The main point of this thesis is to destroy all the announcements for the social benefits because Chuang Tzu basically denying any social activity is with real ideal. Accompanying with this position Chuang Tzu propose and ideal world where lived the immortal spiritual creatures to the t real goal for human beings to run for. To hold on the ultimate wisdom one should not seek for any divided knowledge and cultivate himself as a sage in the human society who will definitely not conflict with people. This ideal sage in GiWuLun becomes the first step to run for the immortal in Chuang Tzu. In this article the author starts from the introduction of all the sections in GiWuLun by define them into several argument systems and metaphor systems. Then, stress the main statements of the GiWuLun in the framework of Chuang Tzu philosophical system through the four basic philosophical problems which could be introduced as cosmology, ontology, practical theory, perfect personality theory.