Electroweak baryogenesis proceeds via changes in the non-Abelian Chern-Simons number. It is argued that these changes generate a primordial magnetic field which is left-handed everywhere, thus providing a CP violating signature in the sky. The characteristics of the magnetic field will be derived and the prospects for its observation will be discussed.