The detection dead zones and heading errors induced by light shifts are two important problems in optically pumped scalar magnetometry. We introduce an atomic-orientation-based single-beam magnetometry scheme to simultaneously solve these problems, using a polarization-reversing path-bending Herriott cavity. Here, reflection mirror is inserted into the cavity bend optical paths middle divide th...