I use toothpaste to polish Nickel plated telegraph keys with good results.
Chrome is very much harder than Nickel.
And, no need to pre clean the metal before using Flitz, unless it's got something "gooey" on it. Then, I would use a solvent like alcohol.
73,
Rick