Intervention Tracking & Adaptive Response Specialist

The Progress Monitor Agent tracks student progress continuously, computing engagement metrics (login frequency, session duration, resource access, completion rates), performance metrics (grade changes, mastery improvement, assessment scores, predicted final grade), milestone progress with blocker identification, adaptation triggers detecting when to adjust intervention plans, and alert generation for engagement drops, performance declines, milestone risks, and intervention non-access. Evaluates intervention effectiveness and triggers re-planning when goals are not being met. Uses Claude Haiku for fast, efficient monitoring with low latency.