What problem does it solve? Students preparing for the CUMCM (China Undergraduate Mathematical Contest in Modeling) lack visibility into their school's historical national award performance and cannot gauge how their personal preparation compares to provincial or national award thresholds. ## Core Features & Use Cases - School Award Lookup: Query a bundled Excel workbook for a school's 2021-2025 first/second prize counts, five-year totals, 2026 forecast, and most frequent advisor, with fuzzy name matching and ambiguity handling. - Preparation Assessment: Evaluate a student's readiness for provincial third prize, provincial first/second prize, or national awards based on prior competition experience, simulations completed, and school history. - Use Case: A student asks whether their school has won national awards in the past five years and what it would take to target a provincial first prize; the Skill queries the workbook, then produces a gap analysis and next-step action plan. ## Quick Start Ask the assistant to query your school's CUMCM national award record for 2021-2025 and assess your preparation distance from a provincial first prize.
