We give first an approximation of the operator δ h :, is a Hamilton function and * h denotes the star product. The operator, which is the generator of time translations in a * h-algebra, can be considered as a canonical extension of the Liouville operator L h : f → L h f := {h, f } Poisson . Using this operator we investigate the dynamics and trajectories of some examples with a scheme that extends the Hamilton-Jacobi method for classical dynamics to Moyal dynamics. The examples we have chosen are Hamiltonians with a one-dimensional quartic potential and two-dimensional radially symmetric nonrelativistic and relativistic Coulomb potentials, and the Hamiltonian for a Schwarzschild metric. We further state a conjecture concerning an extension of the Bohr-Sommerfeld formula for the calculation of the exact eigenvalues for systems with classically periodic trajectories.