Let (X , ρ, μ) be Ahlfors-1 regular metric spaces. By developing the Littlewood-Paley characterization of Lipschitz spaces over (X , ρ, μ) and establishing a density argument in the weak sense, the authors give a necessary and sufficient condition for the boundedness of Calderón-Zygmund operators on the Lipschitz spaces.