I'm assuming you use tube glue/liquid glue/super glue to attach them. Instead use white glue or a purpose made clear glue like Humbrol Clearfix. I just purchased Elmer's Clear glue and had to force the clear parts off to continue working.
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Dipping the parts Future or something similar really helps as well.