Ahh ok possible direct cause then, assume expect normal then maybe that’s why it’s fine when checked hopefully disaster avoided, fingers and toes crossed.The engine and the oil will become hot during running and once you stop will cool down ...but the likes of the dipstick and oil filler tube cool down faster and any vapour or moisture is trapped and reacts with the oil to create the sludge..this could be the cause
cheers