What type of clothes should I bring for a hiking trip to Peru in July?

[Rage of the Jew]

This would be for nine days in Cusco and Lima, as well as Lake Ipasayqocha, and thereabouts. I've heard it's quite cold during our summer.

Thank you for your help!