成绩分析

Analyze student score data from Excel files and generate professional analysis reports. Use when the user provides an Excel score sheet (.xlsx), asks to analyze student scores, test results, exam data, or grade data — including multi-subject grade sheets, class/school grouping columns, or complex merged/multi-level headers. The Agent performs all analysis locally with Python scripts (pandas, matplotlib) and its own intelligence for report writing. Supports data cleaning, statistical analysis, chart generation (score distribution, class comparison, radar, trends, boxplot, heatmap, deviation, top-bottom), narrative report writing, and ZIP package output. Triggers: "analyze scores", "score report", "exam analysis", "成绩分析", "成绩报告", "学生成绩", "score sheet", "upload excel for analysis", "analyze test results", "成绩统计", "前10名", "成绩对比", "班级成绩".

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