I don't think a guy would be able to grind downhill even if the engine did stay running. For one, the back of the stumper would be so light it would barely stay on the ground so steering would be about impossible. Second, the teeth would continually pull the stumper downhill with every bite the stumper took. You'd have to grind uphill but it sounds more like a job for an alpine magnum handheld stumper. I'd be worried about the self propelled unit sliding sideways and barrel rolling down the slope or simply not being able to get enough traction to make the climb - especially once the wheels get on top of a few wood chips.