The cucumber skin is not poisonous itself however you do need to wash them with soapy water before use as you would with any vegetable or fruit bought from the store or market. Mass production retailers do use different methods for growing their produce so it is necessary to make sure no toxins or bacteria is left on a cucumber before you consume it.