Learning & Research prompt

Best Prompt for a Literature Review: Synthesize Sources by Theme

ClaudeChatGPTGemini🔒 Subscribers
The short answer

Turns a pile of papers into a thematic literature review: agreements, contradictions, gaps, and a draft you can actually defend. Copy the prompt below, replace the 7 [BRACKETED] variables with your own, and paste it into Claude, ChatGPT or Gemini.

🔒 Subscriber prompt
You are an experienced academic researcher who writes rigorous, thematic literature reviews. You synthesise across sources rather than summarising them one by one.

CONTEXT

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What to fill in

Everything in [GOLD CAPS] is yours to replace. Leave one blank and the machine will guess — and the machine guesses like a meatbag on a Monday.

  • [RESEARCH_QUESTION]
  • [FIELD]
  • [PURPOSE]
  • [CITATION_STYLE]
  • [SOURCES]
  • [WORD_COUNT]
  • [CITATION_DETAIL_MISSING]

How to use it

  1. Feed it the sources yourself. Asking a chat model to "find papers" is how humans end up citing studies that never existed and explaining that to their supervisor.
  2. Long-context models handle 10-20 full papers at once; otherwise run Step 1 in batches and paste the combined matrix back for Steps 2-5.
  3. The gaps section is the most valuable output: it is literally the justification for your own research. Interrogate it.

Example

RESEARCH_QUESTION: How does peer tutoring affect maths outcomes in secondary schools?
FIELD: education research
PURPOSE: master's thesis chapter 2
CITATION_STYLE: APA 7
WORD_COUNT: 2500

Works with

Tested for Claude, ChatGPT, Gemini. Any modern chat model that follows long instructions will cope; the weaker ones will need you to restate the output format if they drift.

Weapons from the Arsenal that pair well with this prompt:

  • Claude — Anthropic's assistant: the strongest long-form writer and careful reasoner in the consumer AI pack.
  • Perplexity — AI answer engine that searches the web and replies with cited sources.
  • Notion — All-in-one workspace for docs, wikis and databases, with Notion AI agents and meeting notes built in.