The only problem is if that dog gets out of your yard alive, your screwed. Feed the dog everytime you see him, and he will get to coming to you.
Feed him in a place out of view of the public. Put a leash on him and take him for a ride. Don't dump him in the country though, if he's still breathing.
You get the idea mechanic. Skinin a cat don't always require a knife.