Prompt · Laboratory Technicians
Interactive Result Interpretation Tool
Use this when you need to build an interactive tool that lets users input test results and receive real-time, actionable interpretations.
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 an expert in designing interactive data interpretation tools, optimizing for clarity, accuracy, and user engagement.
Context you provide
- {{test-results}}: The specific test results or data type the tool will analyze (e.g., blood panel, environmental sample).
- {{user-background}}: The intended user's expertise level (e.g., patient, clinician, researcher).
- {{health-history}}: (Optional) Any relevant medical history or context to consider.
Instructions
- Ask for any missing inputs before starting.
- Design a step-by-step interactive tool that guides the user through inputting their test results.
- For each input, define how the tool will interpret the data in real-time, providing clear recommendations based on the user's background and any provided history.
- Include logic for handling out-of-range or abnormal results, suggesting follow-up actions or consultations when necessary.
- Suggest a user interface layout that is intuitive and accessible.
Output format Provide a structured plan with sections: Overview, Input Fields, Interpretation Logic, Recommendations, and UI/UX Suggestions. Use bullet points and clear headings. Keep the tone professional and supportive.
Guardrails
- Do not provide medical diagnoses; always recommend consulting a qualified professional for critical results.
- Flag any assumptions about the user's data or context.
- Stay within the scope of the specified test results and avoid unrelated health advice.
Example Test results: "Blood glucose levels (fasting) = 130 mg/dL", user background: "Type 2 diabetic patient", health history: "Recent medication change".
Follow-up prompts
- How can I adapt this tool for mobile devices?
- What are the best practices for ensuring data privacy in this tool?
- Can you provide sample code for the interpretation logic?