The most effective prompt sets a critical role, gives Claude the course outline, specifies what kind of feedback you want, and explicitly tells it not to soften the response. Here is a prompt structure that works.
Why the Prompt Determines the Quality of Feedback
Claude is designed to be helpful and thoughtful. Without specific framing, it will default to balanced feedback — acknowledging strengths before surfacing issues. That is fine for some purposes but not ideal when you genuinely want to know what is broken in your curriculum. The prompt is the lever. Get the prompt right and you get feedback that actually improves your course. Get it wrong and you get well-worded validation.
A Proven Prompt Structure for Course Feedback
Here is a prompt that consistently produces useful curriculum feedback from Claude:
“Act as a critical instructional designer who has worked with hundreds of online courses and is not afraid to give hard feedback. I am going to share my course outline below. Please evaluate it and give me your honest assessment on these five questions: (1) Does the learning sequence make logical sense for someone starting from scratch? (2) Are there any modules that are doing too much or too little? (3) Does the promised outcome match what the curriculum actually teaches? (4) What is the single biggest structural weakness? (5) What one change would make the biggest improvement? Be direct. Do not open with compliments.”
Paste that, then add your full outline below it. Claude will work through each question methodically and give you specific, actionable critique on each one.
What This Means for Educators
The five-question format forces Claude to address specific aspects of your curriculum rather than giving a general impression. You learn whether your sequencing works, whether your modules are balanced, whether your outcome promise is honest, where the biggest structural problem is, and what single change would matter most. That is a complete curriculum audit in one prompt — the kind of feedback that used to require hiring a curriculum consultant or waiting three weeks for a peer review.
The Bottom Line
Save this prompt somewhere you can find it quickly. Run it on every new course before launch and on existing courses at the start of each new cohort. Five minutes of honest AI critique will improve your course more than five hours of self-review, because you will always be too close to your own material to see its biggest gaps clearly.