Claude can now break down papers like an MIT researcher.
Here are 10 insane Claude prompts that turn dense research papers into simple summaries, diagrams, limitations, experiments, and future research ideas in minutes (Save this)
Here are 10 insane Claude prompts that turn dense research papers into simple summaries, diagrams, limitations, experiments, and future research ideas in minutes (Save this)
1. The Feynman Breakdown
"Read this paper and explain it like you're teaching a curious 12-year-old. Use everyday analogies. No jargon. If a term is unavoidable, define it in 5 words or less. End with: what would surprise a non-expert most?"
Turns 40 pages into 4 paragraphs.
"Read this paper and explain it like you're teaching a curious 12-year-old. Use everyday analogies. No jargon. If a term is unavoidable, define it in 5 words or less. End with: what would surprise a non-expert most?"
Turns 40 pages into 4 paragraphs.
2. The 5-Layer Summary
"Give me 5 versions of this paper:
→ One sentence
→ One paragraph
→ One page
→ Technical abstract
→ Tweet thread (10 tweets)
Each version should stand alone."
Pick the depth you need. Skip the rest.
"Give me 5 versions of this paper:
→ One sentence
→ One paragraph
→ One page
→ Technical abstract
→ Tweet thread (10 tweets)
Each version should stand alone."
Pick the depth you need. Skip the rest.
3. The Methodology Decoder
"Walk me through the exact methodology step by step. For each step, tell me:
→ What they did
→ Why they did it
→ What would happen if they skipped it
→ How I could replicate it with limited resources"
This is how researchers actually read papers.
"Walk me through the exact methodology step by step. For each step, tell me:
→ What they did
→ Why they did it
→ What would happen if they skipped it
→ How I could replicate it with limited resources"
This is how researchers actually read papers.
4. The Hidden Limitations Hunter
"Find every limitation in this paper, including the ones the authors did not explicitly state. Look for:
→ Sample size weaknesses
→ Generalizability gaps
→ Unstated assumptions
→ Cherry-picked benchmarks
→ Missing comparisons"
Most papers hide their flaws. Claude finds them.
"Find every limitation in this paper, including the ones the authors did not explicitly state. Look for:
→ Sample size weaknesses
→ Generalizability gaps
→ Unstated assumptions
→ Cherry-picked benchmarks
→ Missing comparisons"
Most papers hide their flaws. Claude finds them.
5. The Visual Translator
"Convert this paper into a single ASCII diagram that shows:
→ Input data
→ Core method
→ Key transformations
→ Output
→ Where each result number comes from
Keep it under 30 lines."
A picture explains what 10,000 words cannot.
"Convert this paper into a single ASCII diagram that shows:
→ Input data
→ Core method
→ Key transformations
→ Output
→ Where each result number comes from
Keep it under 30 lines."
A picture explains what 10,000 words cannot.
6. The Experiment Reverse-Engineer
"Pretend I want to reproduce this paper with $500 and a single GPU. Tell me:
→ What I can reproduce
→ What I have to skip
→ What I can simplify
→ What dataset substitutes work
→ Expected accuracy gap vs original"
Research without the lab budget.
"Pretend I want to reproduce this paper with $500 and a single GPU. Tell me:
→ What I can reproduce
→ What I have to skip
→ What I can simplify
→ What dataset substitutes work
→ Expected accuracy gap vs original"
Research without the lab budget.
7. The Counter-Argument Generator
"Write the strongest possible critique of this paper from 3 perspectives:
→ A skeptical peer reviewer
→ A competing research lab
→ A practitioner trying to deploy this in production
What weaknesses would each one attack first?"
This is how you stress-test any claim.
"Write the strongest possible critique of this paper from 3 perspectives:
→ A skeptical peer reviewer
→ A competing research lab
→ A practitioner trying to deploy this in production
What weaknesses would each one attack first?"
This is how you stress-test any claim.
8. The Citation Web
"Map the intellectual lineage of this paper:
→ The 5 papers it builds directly on
→ The 3 papers it contradicts
→ The 5 papers that will likely cite this next
→ The unsolved problem this opens up
Show me the conversation this paper is part of."
Papers do not exist in isolation.
"Map the intellectual lineage of this paper:
→ The 5 papers it builds directly on
→ The 3 papers it contradicts
→ The 5 papers that will likely cite this next
→ The unsolved problem this opens up
Show me the conversation this paper is part of."
Papers do not exist in isolation.
9. The Real-World Translator
"How would this research change things for:
→ A solo developer
→ A startup with 10 engineers
→ A Fortune 500 company
→ A government regulator
→ An end consumer
Be specific. No fluff."
Most papers are useful. Most readers cannot see how.
"How would this research change things for:
→ A solo developer
→ A startup with 10 engineers
→ A Fortune 500 company
→ A government regulator
→ An end consumer
Be specific. No fluff."
Most papers are useful. Most readers cannot see how.
10. The Future Research Generator
"Based on this paper, generate 10 follow-up research questions ranked by:
→ Likelihood of meaningful results
→ Resource requirements (low to high)
→ Originality (avoid obvious extensions)
→ Practical impact if solved
Write them as actual paper titles."
This is how new PhDs find their thesis.
"Based on this paper, generate 10 follow-up research questions ranked by:
→ Likelihood of meaningful results
→ Resource requirements (low to high)
→ Originality (avoid obvious extensions)
→ Practical impact if solved
Write them as actual paper titles."
This is how new PhDs find their thesis.
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