Chronic Absence Intervention Agent

Students who miss 10 percent or more of school days fall behind, and catching them early depends on someone watching the numbers every week. This agent checks attendance weekly and finds students who have crossed the warning rate. For each one, it checks whether an intervention is already open and what has been tried. It then drafts the next step in the school's tiers, such as a parent call script, a letter or a meeting invitation. The administrator approves every letter and meeting before anything reaches a family. Two weeks later, the agent checks whether that student's attendance has improved. If it has not, it moves to the next tier and drafts that step for approval. Every action goes into the intervention log. Edge case: a long illness backed by a doctor's note is handled separately, with support plans instead of warning letters.