This paper attempts to offer a perspective on so-called Chinese philosophy from a meta-level reflective thinking. According to my and some others’ observation of the present condition, Chinese philosophy scholars have been confronted with the hardest problem: what is Chinese philosophy, or, more fundamentally, is there the thing so called “Chinese philosophy” on earth? The paper first argues that the two terms, “Chinese philosophy” and “the methodology of Chinese philosophy”, is ambiguous. Secondly, I take Fung Yu-lan’s discourse on this issue into case study, and discuss some responses to the problem stated above. Thirdly, with respect to the current study of Chinese philosophy, four research programs are enumerated and depicted in this paper, the validity of each of which is yet to be examined respectively. At last I point out that the current study of Chinese philosophy is overweighed with studies of history of Chinese philosophy. There is a need to distinguish rational or philosophical knowledge form historical knowledge as Kant argued for.