Manage job and contract opportunity records. Trigger when the user asks to add an opportunity, update an application status, move a stage, log a note on a role, or view/filter their pipeline. Also trigger on phrases like "what's in my pipeline", "update the stage for", "mark as applied", "show everything at interviewing", "what needs follow-up", or "add this to my tracker".