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This skill provides instructors and teaching assistants with an automated workflow for monitoring student progress in software engineering repositories. It handles the complexity of classroom management by reconciling multiple GitHub usernames, detecting fuzzy-matched student folders, and identifying file submissions across varying directory structures. By analyzing git logs and repository state against an official roster, it generates comprehensive Markdown reports that highlight active contributors, identify at-risk students, and track project team performance with high accuracy.