Remove grease and dirt from the wood with a no-rinse TSP cleaner. Sand lightly with 120-grit sandpaper to promote a bond for the paint. Finally, wipe down walls with tack cloth.
Apply an oil-based primer, using throw-away brushes and rollers to reduce cleanup.
Finish with a quality-brand latex wall paint in a semigloss sheen.