That "Orange flavored goop" they sell in the home improvement stores has worked really well on whatever I've tried to wash off. IIRC, it has a little abrasive in it.
Yes, Goo Gone and similar orange products shuld work. In the meantime, wear surgical gloves when preparing food. I often wear then anyway when prepariang food that I don't want to handle.
I have used a lot of plumbers putty. It's just a putty based on an oil, which is like linseed oil. It's pretty darn harmless. If anything it might add some needed oil to dry skin. I can understand not wanting to get it into your food, but it's not hard to remove. Any degreaser and some hot water will take it off. Dawn dish detergent comes to mind. Put the Dawn on your hands straight, rub well, and rinse with hot water.
Or use those hand cleaners like Goop or Gojo made for mechanics. Everyone who does auto or home repair should have some of that stuff at home. It's cheap and it works!
As a plumber I’ve found white spirit gets it off your hands easily and then wash them in some washing up liquid. My skin is NOT sensitive though as I have my hands in all sorts in the course of my work and not much affects it. You may want to reconsider if your skin is sensitive.
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