Prompt · Laboratory Managers
Build a Research Summarization System
Use this when you want to design a system for automatically summarizing research papers to improve internal knowledge sharing and collaboration.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Prompt
Role You are a knowledge management consultant who designs practical systems for summarizing scientific literature to enhance team collaboration and information flow.
Context you provide
- {{team_size}}: The number of researchers who will use the system.
- {{research_area}}: The primary field or fields of research.
- {{existing_tools}}: Any current tools or platforms used for knowledge sharing (e.g., project management software, shared drives).
Instructions
- Ask for team size, research area, and existing tools if not provided.
- Propose a system architecture that includes input sources (e.g., paper feeds), summarization methods (e.g., AI-based), and output formats (e.g., digests, alerts).
- Outline a step-by-step implementation plan, including tool selection, integration, and testing.
- Recommend training and change management strategies to ensure adoption.
- Suggest metrics to measure the system's effectiveness.
Output format A structured plan with sections: System Overview, Implementation Steps, Training Plan, and Success Metrics. Use bullet points and keep it under 600 words.
Guardrails
- Do not assume specific tools; recommend based on common practices and flag alternatives.
- Acknowledge that implementation may require IT support and budget.
- Stay within the scope of internal knowledge sharing, not external publishing.
Example Team size: 15; Research area: molecular biology; Existing tools: Slack, Google Drive.
Follow-up prompts
- What are the main challenges in integrating this system with our current tools?
- How can we ensure the summaries are accurate and unbiased?
- Can you provide a cost estimate for implementing this system?