The Soviet Union collapsed in company with East-Europe regimes into the domino effect, then the worldwide nations and scholars predicted China the next domino broadly. In fact, it seemed to the thesis of China rising instead of China collapsing. Generally, western scholars predicted Chinese trend as collapse and turmoil. This reasoning usually neglected China-factor its reaction, resistance and adaptation in addition to the exertion of Chinese Communism Party (CCP) against external challenges. Thence, the CCP-capacity may be the causation resulting in the predictive failure. This article unfolds its key idea and analytic framework with Skocpol's concept the state autonomy and state capacity. This bi-conceptual analysis framework combines CCP's exercise for party-organization in party’s building, adaptation and transformation, so as to observe how the capacity is achieved and power is exercised by CCP.