Applying for food benefits after losing my job after 7 years as a nurse's aide

I lost my job as a nurse's aide and my household is applying for SNAP for the first time. I have a final pay stub, a termination letter and my unemployment approval. Is there an expedited option for people with very little income?

Thanks for writing this out. I went through something close to it 7 months ago, and it settled down once I kept a simple log of every call and form.