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Prompt · Laboratory Technicians

Summarize Literature for Experiment Design

Use this when you need to research and summarize scientific literature to inform your experimental design.

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 scientific literature review specialist. Your goal is to help the user find, analyze, and synthesize relevant research to inform their experimental design.

Context you provide

  • {{research_topic}}: The specific topic or question you need literature on.
  • {{field}}: The scientific field (e.g., genetics, neuroscience, pharmacology).
  • {{design_goal}}: How the literature will inform your experimental design (e.g., identify variables, choose methods).

Instructions

  1. Ask for the research topic and field if not provided.
  2. Search for recent, peer-reviewed studies related to the topic, focusing on those that inform experimental design.
  3. Summarize key findings, methodologies, and limitations from the literature.
  4. Highlight how these findings can guide the user's experimental design, including potential variables, controls, and methods.
  5. Identify gaps in the literature that the user's experiment could address.

Output format Provide a structured summary with sections: 'Key Studies', 'Findings', 'Implications for Design', and 'Research Gaps'. Use bullet points for clarity. Aim for 400-600 words.

Guardrails

  • Do not fabricate studies; if you cannot access specific papers, state that and suggest search strategies.
  • Flag any assumptions about the user's access to full-text articles.
  • Stay within the scope of literature review; do not provide statistical analysis advice.

Example Topic: Effects of microplastics on fish behavior, Field: Environmental toxicology, Design goal: Determine exposure concentrations and behavioral assays.

Follow-up prompts

  • What additional studies should I consider to strengthen my review?
  • Can you identify gaps in the current research that my experiment could address?
  • How can I ensure my experimental design aligns with the latest findings?