We will introduce an extended notion of viscosity solutions for initial-boundary value problems of second order fully nonlinear PDEs that include Caputo time fractional derivatives of order less than one. As is the integer-order case, the unique existence is established by the comparison principle and Perron's method. Stability with respect to the order of time derivative is provided by the half-relaxed limit method.