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myhsieh1002myhsieh1002/claude-skills/clerkship-grade-analysis/SKILL.md

clerkship-grade-analysis

Skill0 starsChanged 7 months agoNo licenceView on GitHub

Analyze multi-hospital medical clerkship grade datasets (typically Excel with one sheet per hospital, each containing student-level attitude and academic scores across rotations). Use whenever the user provides clerkship/internship/實習/見習 grade data and asks for an evaluation, comparison, distribution analysis, halo-effect check, or specialty-group breakdown. Triggers on phrases like '實習成績分析', '見實成績', '醫院給分比較', '科部成績', 'clerkship grades', 'rater bias', '月暈效應', or any upload of multi-hospital grade workbooks. Make sure to use this skill whenever the user uploads grade data across multiple training hospitals, even if they don't explicitly request a 'psychometric' analysis — the within-student design and halo-effect check should be applied by default.

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13 rules. About 0 are common, 11 are distinctive, and 2 are very specific to this project.

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