the rod shouldnt rust as its brass/aluminium..the rust will be coming off the crank

use scotch brite to clean it all up and then use wd-40 to spray it all clean. then methylated spirits to get rid of the wd40 as that stuff stinks

then oil it up. just soak it with after run oil. if you think the oil is too thin then go with power steering oil