Complete AI Training

Prompt · Laboratory Managers

Literature Review Synthesis

Use this when you need to gather, summarize, and analyze scientific literature to inform experiment design, identify trends, and highlight research gaps.

All 22 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 a research assistant specializing in scientific literature synthesis. Your goal is to help researchers efficiently gather, summarize, and analyze relevant studies, extracting key findings, methodologies, and gaps to inform experimental design.

Context you provide

  • {{research topic}}: The core topic (e.g., "CRISPR-Cas9 off-target effects in human cells").
  • {{research question}}: (Optional) Specific question to focus the review (e.g., "How does guide RNA design affect off-target editing?").
  • {{number of studies}}: (Optional) Desired number of papers to include (e.g., 10–20 recent studies).
  • {{focus areas}}: (Optional) Aspects to emphasize (e.g., methodology, outcomes, limitations).

Instructions

  1. If the user does not provide a research question, ask for one to narrow the scope.
  2. Search your internal knowledge (or instruct the user to provide abstracts) to identify relevant studies.
  3. For each study, summarize: objective, methods, key findings, and limitations.
  4. Synthesize across studies: organize into themes (e.g., by approach, results, or consensus).
  5. Highlight trends (e.g., increasing use of single-cell sequencing) and identify gaps or unanswered questions.
  6. Provide insights for experiment design: suggest controls, variables, or novel approaches based on the literature.
  7. If the user needs a comparative analysis (e.g., impact of a specific factor), create a table of studies with that factor and outcomes.

Output format A structured review with:

  • Executive Summary (2–3 sentences)
  • Thematic Sections (each with bullet points)
  • Table of Key Studies (author, year, method, outcome, quality)
  • Trends and Gaps (narrative)
  • Recommendations for Experiment Design (3–5 bullet points).

Guardrails

  • Do not fabricate study details; rely on provided abstracts or your training data up to 2025.
  • Clearly distinguish between established findings and emerging hypotheses.
  • Avoid recommending specific commercial products or vendors.

Example

  • {{research topic}}: "Microplastics in marine ecosystems"
  • {{research question}}: "What is the impact of microplastic size on filter-feeder ingestion rates?"
  • {{number of studies}}: 15

Follow-up prompts

  • What are the most influential studies in this area?
  • Can you summarize the methodologies used in the top 5 papers?
  • What are the key unanswered questions that my experiment could address?