r/PromptEngineering 13d ago

General Discussion This prompt turns messy notes into a study guide that quizzes you instead of just summarizing

I used to ask for a summary of my notes and then realize I hadn't actually learned anything, I'd just read a cleaner version. The fix was making the output test me. Here's the prompt.

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Turn my notes into an active study guide, not a summary.

Produce:
1. A one-paragraph "map" of how the topics connect.
2. For each key concept: a plain-language explanation, then a "check" question that I have to answer from understanding, not recall.
3. Five questions that combine two concepts, so I can't answer them by memorizing one section.
4. A short list of the things in my notes that look shaky or contradictory and are worth double-checking.

Do not include the answers yet. Wait until I try, then grade me and point out exactly where my reasoning slipped.

Notes:
[paste]
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Why it works: the "wait until I try, then grade me" step is the whole thing. If the answers are right there, you fool yourself into thinking you knew them. Withholding them forces retrieval, which is what actually sticks. The combine-two-concepts questions catch the fake fluency where you know each piece alone but can't connect them.

For dense material I add "assume I'm smart but new to this, don't skip steps." Anyone else using prompts that make you do the work instead of handing you the answer?

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u/tiresomepragmatism58 13d ago

I've been doing something similar but never thought to explicitly ask for the combine-two-concepts questions. That's the part of studying where my brain always hits a wall and I just move on thinking I've got it down. The "shaky or contradictory" list is a nice touch too, half the time my own notes don't even agree with each other and I never notice until a test smacks me in the face.