Hasan Toor

BREAKING: I stopped wasting hours reading textbooks cover to cover.

NotebookLM now teaches me directly from PDFs and notes.

Here are 9 prompts that turned documents into lessons:

1. Big Picture Breakdown

Prompt:
“I uploaded this PDF. Give me a high-level overview of the entire document, broken into key themes and concepts, as if you’re introducing it to someone seeing it for the first time.”

2. Teach Me Like a Student

Prompt:
“Teach the content of this document step by step, starting from the basics and gradually increasing difficulty. Assume I’m learning this subject for the first time.”

3. Chapter-by-Chapter Lessons

Prompt:
“Turn each section or chapter of this document into a short lesson with a clear explanation, examples, and a quick summary at the end.”

4. Simplify Hard Sections

Prompt:
“Identify the most complex or confusing parts of this document and explain them in simple language using analogies or real-world examples.”

5. Key Concepts &amp; Definitions

Prompt:
“Extract all important concepts, terms, and definitions from this document and explain each one clearly, as if I need to remember them for an exam.”

6. Active Recall Questions

Prompt:
“Create practice questions from this document that test my understanding. Ask me questions first, then explain the correct answers after.”

7. Visual Thinking Mode

Prompt:
“Turn the main ideas of this document into structured outlines or mental models that help me see how everything connects.”

8. Personalized Notes Generator

Prompt:
“Rewrite this document into concise study notes optimized for quick revision, highlighting only what actually matters.”

9. Teach-Back Test

Prompt:
“Pretend I just studied this document. Ask me questions and check my answers. If I’m wrong or unclear, correct me and explain what I missed.”

As always, Thank you for reading this.

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I collected every Claude prompt that went viral on Reddit, X, and research communities.

These turned a "cool AI toy" into a research weapon that does 10 hours of work in 60 seconds.

13 copy-paste prompts. Zero fluff.

1. The “Contradictions Finder”

Perfect for papers, reports, or long docs.

“List all internal contradictions, unresolved tensions, or claims that don’t fully follow from the evidence.”

It catches things humans gloss over.

2. The “Reviewer #2” prompt

Yes, that reviewer.

“Critique this like a skeptical peer reviewer.
Be harsh. Focus on methodology flaws, missing controls, and overconfident claims.”

Brutal. Necessary.

3. The “Turn This Into a Paper” prompt

Use this when you dump raw notes, links, or half-baked ideas.

“Turn the following material into a structured research brief. Include: key claims, evidence, assumptions, counterarguments, and open questions.
Flag anything weak or missing.”

4. The “Reviewer #2” prompt

Yes, that reviewer.

“Critique this like a skeptical peer reviewer.
Be harsh. Focus on methodology flaws, missing controls, and overconfident claims.”

5. The “Explain It Backwards” trick

Great for checking real understanding.

“Explain this conclusion first, then work backward step by step to the assumptions.”

If the logic collapses, you’ll see it immediately.

6. The “Compare Like a Scientist” prompt

Not feature lists. Real comparisons.

“Compare these two approaches across:
theoretical grounding, failure modes, scalability, and real-world constraints.”

7. The “What Would Break This?” prompt

Gold for forecasting.

“Describe scenarios where this approach fails catastrophically.
Not edge cases. Realistic failure modes.”

Most people never ask this.

8. The “What Changed My Mind?” closer

“After analyzing all of this, what should change my current belief?”

This is how real researchers think.

9. The “One-Page Mental Model”

“Compress this entire topic into a single mental model I can remember.”

If it can’t compress, you don’t own it yet.

10. The “Translate Across Domains” prompt

“Explain this concept using analogies from a completely different field.”

This unlocks insight, not just understanding.

11. The “Steal the Structure” trick

This is underrated.

“Ignore the content.
Analyze the structure, flow, and argument pattern.
Why does this work so well?”

Use it on great papers and essays.

12. The “Compare Like a Scientist” prompt

Not feature lists. Real comparisons.

“Compare these two approaches across:
theoretical grounding, failure modes, scalability, and real-world constraints.”

13. The “Assumption Stress Test”

This one comes straight from research forums.

“List every assumption this argument relies on.
Now tell me which ones are most fragile and why.”