The invention discloses a process for removing oxide skin on the surface of a forge piece, and belongs to the field of forging. The process for removing the oxide skin on the surface of the forge piece. According to the process, the forge piece with the oxide skin is pretreated, so that magnetic powder and liquid permeate into the gaps of the oxide skin, and then the liquid in the oxide skin is rapidly vaporized in a heating mode that the temperature rises suddenly; the oxide skin quickly expands in a short time, so that an intensive outward squeezing force is generated for the oxide skin. Compared with the prior art, the process remarkably accelerates the disintegration of the oxide skin, improves the maintenance skin removing efficiency, reduces the cost, and prevents the surface of the forge piece from being damaged easily. In addition, when the oxide skin is cut by a pneumatic ball cutter, an air column drives a traction rope to knock the oxide skin, and meanwhile, the magnetic powder layer and the traction rope attract each other, so that the magnetic powder generates outward thrust on the oxide skin from the inside, and the speed of separating the oxide skin from the forge piece is further increased.