Is being called chicken legs bad?

It could be considered derogatory, depending on the context. It is usually used as a pejorative term to describe someone who is perceived to be weak or cowardly, or who lacks courage or strength. It can also be used to describe someone who is skinny or has thin legs. In general, it is not a positive term and is best avoided.