You got it exactly right. Wash it off good in warm clean water (a little soap helps too), dry it thoroughly, oil the pivots directly and wipe everything else down with a little oil on a cloth (or Tuf-Cloth if you can find it).

I've been doing that for years and never had any problems with rust.