Article 1. Section 10. Clause 2.
I actually don't have a copy of the confederate constitution handy. Could you post the actual verbiage so we can see what it says?
Not that it matters to the discussion, the *US* constitution does not prohibit secession, and even if the Confederate constitution did, it's still overridden by the natural law right of states to be independent if they wish.