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Prompt Library

Literature Review Prompts: Synthesize, Not Summarize

12 prompts for literature review that actually synthesizes — consensus vs debate maps, shared-assumption detection, gap analysis, methodology comparison, and a related-work section positioned against your contribution.

Published: Author: AI Productivity Guide Team 🌐 查看中文版本

Most “lit review” prompts produce a tidy stack of per-paper summaries that reads like a reference list with extra adjectives. That isn’t a literature review — a real one synthesizes: what does the field agree on, what’s actively contested, which assumptions everyone is borrowing without questioning, and where the gap is. These prompts force consensus/debate maps, shared-assumption detection, methodology comparison, and a related-work section that positions your contribution rather than parading citations. Pair with the literature matrix prompts for systematic-review tables.

Best for

  • Grad school qualifying exams and proposals
  • Industry research / R&D scoping
  • Thesis introduction and related-work sections
  • Strategy / market research with academic sources
  • Pre-writing a paper’s positioning

1. Synthesis across N papers

I have N paper abstracts (paste). Synthesize: 3 areas of consensus, 3 active debates, 3 gaps where more work is needed. Cite paper IDs (use shorthand).

{paste}

2. Methodology comparison

Below are abstracts of 5 papers using different methods to study {topic}. Compare: assumptions, data, methods, conclusions. Output a comparison table.

{paste}

3. Identify cited-by patterns

Below are 10 abstracts in {field}. Identify: which paper they most commonly cite as foundational, what assumption they all share, what assumption is rarely questioned.

{paste}

4. Map a debate

There’s a debate in {field} between {position A} and {position B}. Below are 8 papers on each side. Map: strongest argument per side, key evidence per side, what would resolve it.

{paste}

5. Spot the gap

Below is a corpus of recent papers on {topic}. Identify 5 underexplored research questions. For each: why it’s a gap, what would be needed to address it.

{paste}

6. Annotate a single paper

I’m reading this paper (paste abstract + intro). Output: 1-sentence claim, 3 likely counterarguments, 3 questions to bring to a journal club.

{paste}
My contribution: {1 paragraph}. Related work I’ve cited: {list}. Help me structure a related-work section that positions my contribution clearly. Mark any obvious cite-gaps.

8. Detect potential bias

Below are abstracts of papers all favorable to {position}. Identify: shared assumptions that may be questionable, methodological choices that may bias results, what a critical paper would look like.

{paste}

9. Theoretical-framework mapper

Below are 12 papers in {field}. Identify the theoretical frameworks each uses (named or implicit). Group papers by framework. For each framework: what it explains well, where it struggles, which framework would best fit my question {paste question}.

{paste}

10. Chronology-of-thinking timeline

Below are 15 papers spanning {year range} on {topic}. Build a timeline of how the field's thinking evolved: initial belief, the paper that shifted it, the current consensus, the still-unresolved threads. Cite paper IDs.

{paste}

11. Cross-discipline borrowing scan

My question lives in {field A} but may be informed by {field B}. Below: top papers in B. Identify the 5 concepts / methods from field B that could productively transfer to my question {paste}. For each, the closest analog in field A and what would need to be adapted.

{paste}

12. Forward-looking research-agenda draft

Based on the gaps I identified above, draft a 1-page research agenda: 3 specific questions worth pursuing, why each matters, what method would best address it, and the 1 quick experiment that would test feasibility. Tone: a postdoc proposing to a senior collaborator.

Common mistakes

  • Per-paper summary stacks with no synthesis — that’s an annotated bibliography, not a review
  • Skipping the “what’s missing” question — gaps are where contribution lives
  • Not identifying shared assumptions everyone in the field is borrowing without checking
  • Treating AI-generated citations as real — verify every one before pasting into your thesis
  • One framework applied to a multi-framework field, hiding the actual debate
  • A related-work section that lists citations instead of positioning your contribution against them

Tags: #Prompt #Study #Literature review #Research

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