First off I think you were referring to citric acid. That is a weak acid you can buy at every grocery store. 2ND! as the name states it is a weak acid that has very little in common with an oil. Thank you ZOldDude for making that point very clear. 3RD: just you never EVAR use water, as mr. hergieburbur states; it'll eat up your PCB for sure. Allthemore in addition with soap. Thanks herbie for the input. My next point: use acetone wherevar you can. it'll dissolve not only your arctic silver and burst into flames, NO! It'll also dissolve all your plastic parts.
Scheesch peeps; use some frigging common sense, get a towel, soak it with your finest brandy and then wipe the precious silver off that thingy. Is that so hard to understand?