I just discovered the ability to provide a reason for the @Ignore tag.
@Ignore("Give a short explanation").
This prints out wonderfully in output:
Test '$DayJobTest.shouldDetectProtocol8' ignored (Depends upon currently unsupported Web Socket protocol.)
Still learning new things about JUnit. Wow.