Like any other F.L.O.P.P. agents, Escape Goat isn't truly evil, having ideas like dine and dashing and press all the buttons in an elevator. Also, even being an escape artist, he frequently isn't able to free himself from things like straight jackets, bathrobes and sitting on gum.
Escape Goat has lilac fur, and artichoke-colored hooves and horns. He only wears a red t-shirt and a straight jacket with chains.