Recently the What should I do Close reason wording was changed to:
Questions asking for advice on a specific career choice, such as what job to take or what skills to learn, are difficult to answer objectively and are rarely useful for anyone else. Instead of asking which decision to make, try asking how to make the decision, or more specific details about one element of the decision.
A few years ago the change was made to the close reason with the intent of it being a broad ban on on questions asking us to make a choice for the op. I agree the wording was clunky as "What should I do" can easily be broadly interpreted to cover how should I do this questions. That was never the intent of that close reason. So we broadly backed the change to be:
Questions asking for advice on a specific choice, such as what job to take or what skills to learn, are difficult to answer objectively and are rarely useful for anyone else. Instead of asking which decision to make, try asking how to make the decision, or more specific details about one element of the decision.
When it was implemented the word career was added to the close reason that appears to limit the close reason to just career decisions not any decision. I think the original suggested wording which has always had broad support is a much better version and we should make a quick change to that version of the close reason.
EDIT - Completed
The suggested changes have been made to the close reason and are live as of 2017-08-09. The word "career" has been dropped and based on DavidK's suggestion we added a "for". That left only 4 characters so the longer wording in the answer below could not be used.