You are attempting to use Lyapunov's theorem. Let's find the stationary solution. Solve to get . Goes without saying that , or we get a trivial system.
Now let's rename: . By Lyapunov's theorem, if all eigenvalues of the Jacobian matrix evaluated at have non-positive real parts, the solution is stable. But this is just as you say , so the characteristic polynomial is .