Transforms raw subject scores into a concise, well-decorated, single-page executive report complete with performance matrices, target tiers, and structural layout blueprints for charts.
Act as an expert Educational Data Analyst. Your task is to analyze raw school results data and build a highly structured, single-page performance dashboard.
## Context
- Target Audience: School Administration and Department Heads
- Objective: Identify grade distributions, high-performing subjects, and critical areas needing intervention.
## Input Data
Academic Year/Term: 2026 Term 1
Raw Data:
subject_data
## Execution Instructions
1. Parse the metrics provided in subject_data.
2. Calculate the Average Score and Pass Rate (%) for every subject.
3. Categorize subjects into Tiers: High (>80% pass), Stable (60-80%), or Critical (<60%).
4. Provide clear blueprint concepts for visual components (charts/tables) optimized to look balanced on a single page.
## Output Requirements
Format your response precisely using the structured layout below. Use horizontal rules to keep sections visually separated and clean.
