The Github v3 API now supports a first-class notion of check runs and check suites. Rather than binary pass/fail build statuses, integrations can report rich statuses, annotate lines of code with detailed information, and kick off reruns.

Github checks are becoming the de facto approach for implementing bots and for users who want to develop custom checks. I think supporting Checks API should be a high priority.