Issue with the Kalman filter

Estimation
4
  1. Use
stoch_simul(irf=0,order=1);

to verify that all of your variables are constant as they are not affected by the shocks. That explains the error message.
2. Regarding non-normal shocks, first have a look at previous posts like Models with non-normal shocks (Non-linear transformation of shocks)