In this article, we report several new geometric and Lyapunov characterizations of incrementally stable systems on Finsler Riemannian manifolds. A intrinsic proof an important theorem in contraction analysis is given via the complete lift system. Based this, two are derived, namely, converse theorems, revelation connection between incremental stability equilibrium point, which second result rec...