Since Hegel, in order to criticize and dispel abstract rule of man by capital logic, people have been coping with it through a variety of ways, and gradually have developed several critical directions. Among them, critique of the Young Hegelians hovered in self consciousness, had no access to the real world itself and hence contained a romantic direction; critique of the mainstream of Western Marxism has mainly been limited to the internal of thought theory, which has not put itself in practice, has been forced to seeking support from aesthetic field, and therefore has contained an aesthetic orientation; critique of Postmodernism sticks to the internal logic of capital, is the logic of capital completely upside down, and hence contains a direction of nihility. Marxs critique directly faced the social practice, opened up a realistic path to overcome the logic of capital, and hence implicated a practice orientation. Only to follow the practical direction opened up by Marx, can realistic criticism on capital logic be put into practice within capital logic itself, which will help to avoid or weaken the heavy disaster of capitalist system, reduce the serious consequences of capital generated by its abstract rule, and leap over Caudine Forks of capital logic.