We present a novel and simple atom trap in a pyramidal and a conical hollow mirror cavity and its application to atom optics. Using a conical axicon mirror trap, we also have produced a pulsed cold atomic beam extracted from the trapped atoms. We point out several novel features of our cold atomic beams.