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Grade faster and give better feedback

“Grading stacks of papers takes my whole weekend.”

AI can draft rubric-based feedback and spot common mistakes across a class. The teacher makes every grade decision and checks AI comments — and remove student names first.

Fix it yourself in 3 steps

Share your rubric and an example of an A paper and a C paper.
Ask the AI to draft rubric scores and 2–3 comments per paper, with student names removed.
Review and adjust every grade yourself, and look at the class-wide mistake summary.

Copy this prompt

Here's my rubric and anonymized student work: [rubric, papers labeled Student 1, 2…]. For each paper, suggest a score per rubric row with a one-line reason quoting the work, and 2 kind, specific comments. Then list the 3 most common mistakes across the class. These are suggestions — don't enter grades anywhere. Stop after the list.

Fill in the [brackets]. Each prompt says when the AI should stop, so it doesn't wander off.

Agents people used for this: ChatGPT, Claude, Claude Cowork, Claude Code.

Inspired by real examples collected at agentusecases.ai.

📚 8 real stories of people doing this with AI agents

Compile homework turn-ins into one report · custom-built or unnamed agent
Create assessments and grade papers for classes · ChatGPT
Grade papers and build lesson plans for teachers · ChatGPT
Grade papers and build lessons with Claude Cowork · Claude Cowork
Regrade assignments and update grades in Brightspace · Claude Code
Run oral final exams with a voice agent · custom-built or unnamed agent
Teach students with assessments, custom lessons and reassessment · custom-built or unnamed agent
Test AI annotations on student problem sets · Claude

Collected at AgentUseCases.ai.

Check every citation yourself, strip student and personal names before pasting work in, and treat AI findings as leads to verify.

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Grok Bot

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ChatGPT

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Claude

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Claude Code

Best for: Serious work on real repos

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Grok

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Perplexity

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