Best practices for cleaning thermal paste from diodes

Please excuse me if this has already been covered. I tried searching but I didn't come up with an answer.

What is the best and most efficient process to clean an "extracted" diode? I would like to remove all the thermal paste residue. I would like to try not to touch the diode window at all if possible. Has anyone tried cleaning a bunch of these?

Thanks for your time!