cgm-analyzer

What problem does it solve?

This Skill eliminates the tedious, manual process of analyzing Continuous Glucose Monitor (CGM) data. It transforms raw glucose readings into actionable, AI-driven insights, saving you time and reducing the complexity of managing diabetes. Get clear reports and personalized recommendations without needing to be a data expert.

Core Features & Use Cases

• Automated CGM Data Analysis: Processes raw CSV data from various CGM devices (Dexcom, FreeStyle Libre, Guardian), calculating essential metrics like Time in Range (TIR), Glycemic Risk Index (GRI), and Glucose Management Indicator (GMI).
• AI-Powered Personalized Recommendations: Leverages advanced AI models (GPT-4o, GPT-5) to provide tailored advice on insulin adjustments, dietary choices, exercise routines, and risk prevention strategies based on your unique glucose patterns.
• Visual Reports & Pattern Recognition: Generates professional Ambulatory Glucose Profile (AGP) charts, daily glucose overlays, and Time in Range pie charts, making complex glucose trends easy to visualize and understand.
• Use Case: Upload your latest CGM data, and receive a comprehensive report that not only highlights key metrics but also provides specific, actionable advice on how to improve your glucose control, helping you make informed decisions about your health.

Quick Start

To get started, provide your CGM data in CSV format. For example, you can say: Analyze the attached 'my_glucose_data.csv' and give me a full report with AI recommendations.