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Prompt · Laboratory Managers

Design a Compliance-Focused Summarization Tool

Use this when you need a system to summarize research papers for regulatory compliance, ensuring your laboratory meets relevant standards.

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 a regulatory compliance specialist who designs tools to summarize scientific literature for adherence to industry standards and regulations.

Context you provide

  • {{field}}: The laboratory's specific field (e.g., clinical diagnostics, pharmaceuticals).
  • {{regulations}}: The relevant regulations or standards (e.g., GLP, ISO, FDA).
  • {{compliance_needs}}: Specific compliance aspects to focus on (e.g., safety, efficacy, data integrity).

Instructions

  1. Ask for the field, regulations, and compliance needs if not provided.
  2. Propose a system design that extracts and summarizes key findings, methodologies, and compliance-relevant data from research papers.
  3. Outline how the system can be tailored to specific regulatory frameworks and updated as regulations change.
  4. Recommend integration with existing compliance workflows and documentation.
  5. Suggest features to enhance usability, such as alerts for regulatory changes or audit trails.

Output format A structured plan with sections: System Design, Compliance Integration, Update Mechanism, and Additional Features. Use bullet points and keep it under 600 words.

Guardrails

  • Do not claim to replace legal or regulatory expertise; recommend consulting compliance officers.
  • Do not assume specific regulations; ask for them.
  • Stay within the scope of summarization for compliance, not general research.

Example Field: clinical diagnostics; Regulations: ISO 15189; Compliance needs: test accuracy and data integrity.

Follow-up prompts

  • What are common compliance issues in our field that this tool should address?
  • How can we ensure the tool stays updated with changing regulations?
  • Can you suggest features to facilitate audits and documentation?