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Teach students with assessments, custom lessons and reassessment

Hugh Shbalz trained an agent to give standardized assessments, write lessons to fill gaps, then reassess mastery of core concepts.

Time saved
Not reported
Setup time
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Running cost
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Cost range
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Use case overview

Hugh Shbalz trained an agent to give standardized assessments, write lessons to fill gaps, then reassess mastery of core concepts.

Reported experience

  1. What they did

    At his last job Hugh trained an AI agent to administer standardized assessments, generate custom lessons that targeted identified knowledge gaps, and then run reassessments to check mastery of core concepts.

  2. How it went

    The agent performed the full cycle of a top-level teacher's work.

  3. Worth knowing

    Minimal risk of inappropriate behavior toward students.

Example prompts

Try with Claude Cowork
Act as a tutor for [student grade and subject]. First give a short assessment on [topic] and score it to find the gaps. Then write custom lessons with practice problems for just those gaps, and finish with a reassessment on the same core concepts. Report the before and after results so I can see whether the student has mastered it.