Doing high level thing great but forgetting simple things
Sounds completely normal for PhD level work. 

Many people doing PhD:s are like this. Some people who are envious or feel threatened of your high level abilities may try to shame you or make you unconfident with your lack of low level skills. There really is only one advice to give for this...

Trust in yourself and don't let it discourage you.