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Silk gloves are great - I only wear mine when it's 4 degrees or lower.
I can thoroughly recommend Keis heated Outer Gloves

If you wear gloves that are too tight you don't heat up an air 'layer' around them
It's better to have a couple of layers with air gaps between them covered by a windproof external layer.
Heated...