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Claude drafts the grade and the comment for every submission. You read each draft beside the student's work and change what you want. Nothing reaches Canvas until you approve it, and nothing reaches a student until you post it.

Canvas will ask once whether Grades may act on your behalf. It can only do what you can in your own courses.