Machine which reduces the thickness of the toe puff edges in accordance with the design requirements of the shoe model. The skiving or "bevelling" edge is made by cup-shaped knives that rotate at high speed and with a preset inclination. The operation can be hand-operated or by templates. Versions from the traditional to computerized.