If it is an older 586 (not today’s version which bluing is prone to damage from ammoniated solvents)…I would get some Otis bronze brushes…moisten with Hoppes 9 and scrub away… it goes away fairly quickly particularly, if you let the Hoppes 9 stay on it overnight.
Hoppes Elite Gun cleaner is...