You are so close to primer ready, you might consider using a rust converter as a last step,
Ie: Rust-Mort or some similar (acidic) product that renders/converts rust to a stable substrate.

Chuck


Hank: 46 Chev 1/2ton shortbed
2023 Miata RF Club