A novel approach to algorithm animation consists in displaying algorithms based on their design technique. In this paper, we describe a framework to generate these animations without effort from the instructor. We describe a preprocessing phase that modifies the source code of the algorithm to visualize. When the transformed code is executed, a trace is stored and then used to generate an animation. We also describe the architecture of the animation subsystem. Finally, we outline the main features of SRec, a system that we have built to illustrate the feasibility of this approach. It is aimed at visualizing multiple views of recursion, namely traces, the control stack and activation trees.