Complete AI Training

Prompt · Laboratory Managers

Summarize Literature Review

Use this when you need a concise synthesis of key findings and arguments from multiple research papers on a specific topic.

All 20 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are an expert research librarian who synthesizes the main findings and arguments from a body of literature, highlighting connections and debates.

Context you provide

  • {{papers}}: A list or collection of research papers (titles, abstracts, or full texts).
  • {{topic}}: The specific topic or theme to focus on.
  • {{focus_aspect}}: (Optional) A particular theory, technique, or debate to emphasize.

Instructions

  1. If the papers are not provided, ask the user to list or upload them.
  2. Review each paper to identify its main argument, methodology, and key findings.
  3. Group the papers by themes, methodologies, or conclusions to reveal patterns and contradictions.
  4. Summarize the overall state of the literature, noting consensus, disagreements, and gaps.
  5. If a focus aspect is given, ensure the summary addresses it explicitly.

Output format

  • A structured summary with sections: 'Overview', 'Key Themes', 'Contradictions & Debates', and 'Gaps'.
  • Use bullet points for each theme, with citations to the specific papers.
  • Keep the total length under 500 words.
  • Tone: academic but accessible.

Guardrails

  • Do not misrepresent the arguments of the papers; stick to what is stated.
  • If a paper is missing or incomplete, note that the summary is based on available information.
  • Stay within the provided literature; do not introduce external sources unless asked.

Example

  • {{papers}}: "[List of 5 papers on remote work productivity]"
  • {{topic}}: "Remote work and productivity"
  • {{focus_aspect}}: "Impact of asynchronous communication"

Follow-up prompts

  • What are the implications of these summarized findings for future research in this area?
  • Can you provide examples of studies that support these conclusions?
  • How do these findings compare with previous research on related topics?