Ways to handle tricky boss

Starting this post with a caveat - Please maintain a practical mindset reading this post. Avoid bookish principles.
Are you lucky enough to have a boss who wants YOU to be successful? Or is your boss like a baby who screams every half an hour? There can be several issues at the workplace – career stagnation, unsuitable environment, lack of skill, manager/boss issue, harassment, bad policies etc.