magistrOS helps teachers spot which students need attention earlier in Google Classroom™. After you connect your classes, magistrOS reviews assignment completion, submission patterns, and activity trends to highlight students who may be falling behind. It turns classroom™ signals into a clear weekly recap, so teachers can quickly see who needs follow-up and why. magistrOS can also draft parent emails and intervention notes for teacher review, helping staff communicate faster without starting from a blank page. Teachers stay in control at every step and can edit everything before anything is sent.