So I don't get more if I have more credits?
No, credits only determine if you are eligible or not. You do not get extra benefits for earning more than the minimum number of credits.
Could you explain to me on what is included in the Supplemental Security Income?
The Supplemental Security Income or SSI program pay benefits to disabled adults and children who have low income.