How to create a new Directory in GITHUB?

I have a code repository in Github. I tried adding a new directory in the codebase using the command:git add CodeRevision where CodeRevision is a new directory. I got "fatal: pathspec 'CodeRevision/' did not match any files" message. Is it not possible to add a new directory in GIT?