Understand a difficult subject at beginner, intermediate and expert levels
Build a layered explanation that grows in depth without changing the underlying facts.
Best for
- Starting an unfamiliar technical or academic topic
What you need
- The subject
- Your current knowledge and goal
Limitations
Analogies simplify and can become misleading; specialist review may be needed.
Recommended tool
ChatGPT
A free conversational assistant can adapt explanations and quiz understanding interactively.
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Your copy-paste prompt
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Act as a patient subject tutor. Explain [SUBJECT] for my goal [GOAL] at three levels: beginner, intermediate and expert. Keep core definitions consistent. At each level include key concepts, one concrete example, common misconception and two check questions. Label analogies and where they break down. Separate established facts from debated interpretations and assumptions. Do not invent citations. Ask what I already know if that changes the explanation. End with terms I should research next.
Step-by-step instructions
- 1
State the subject and what you need to do with it.
- 2
Read only the beginner level and answer its questions.
- 3
Move up one level after correcting misunderstandings.
- 4
Verify important claims in a textbook or primary source.
Check the result
- Definitions remain consistent
- Analogies have stated limits
- You can answer the checks unaided
- Important claims are verified elsewhere
If the result is poor
- If jargon appears too early, ask for definitions before the next level.
- If it feels vague, request one worked example throughout all levels.
Privacy and accuracy
- Do not rely on this alone for medical, legal, financial or safety decisions.
Sample input
Public-key cryptography for someone choosing secure file-sharing software.
Expected output
Three consistent explanations from lock-and-key intuition to key exchange and threat models.
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