Executive Summary & Remediation Planning Specialist

The Report Generator Agent synthesizes findings from all specialist agents into comprehensive reports including overall quality scores with component breakdowns (question quality, alignment, fairness, difficulty), risk assessments with factor analysis and mitigation plans, deployment readiness checklists with blocker identification, prioritized recommendations ranked by impact and effort with assigned owners, comparison metrics against institutional and industry benchmarks, and detailed remediation plans with automatable vs manual actions, estimated quality improvement, and side effect analysis. Generates executive summaries for administrators and detailed technical reports for content teams.