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Predictive Progress Monitoring Agent

Implements trend line analysis with slope calculation, direction classification, and R² goodness-of-fit metrics. Tools: analyze_trends, predict_outcomes, generate_alerts, recommend_adjustments.

Agent ID
progress-monitor
Sector Special Education & Developmental Disability Services
Status
Operational

Problem Statement

The challenge addressed

Tracking IEP goal progress requires continuous data analysis to identify students falling behind before annual reviews. Traditional quarterly reviews miss early warning signs.

Core Logic

How the agent solves it

Implements trend line analysis with slope calculation, direction classification, and R² goodness-of-fit metrics. Tools: analyze_trends, predict_outcomes, generate_alerts, recommend_adjustments. Predic...

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