Hi, I'm positive you can get tax credit if you have children. You also can get tax benefits for your children. I was in the same situation 10 years ago. But you must claim your income tax, even if you do not have any income.
I am not sure if you can. But your spouse who is landed immigrant could apply. However if the family net income is over 28k, neither of you are eligible.