I don't know about your steps, but mine are rotomolded Polyethylene which is highly resistant to attacks from chlorine, however, I can't say the same for a plastic skimmer which oxydizes, dries and disintegrates after long term exposure to higher concentrations of chlorine.
There are many different types of plastics, all have different properties and react differently with chemicals.