As quick and painless as possible. I think the condemned person should be heavily sedated, and unconscious at the moment of execution. The killing method itself can be Nitrogen induced hypoxia.
PS: I oppose all the execution methods that are in use in the USA. The electric chair and the gas methods are especially cruel imo. As far as I know, in Russia they use a shot to the back of the head which beats all the fancy American styles.