Update app.py

app.py

@@ -24,34 +24,34 @@ def analyze(
     # System-style instruction
     system_prompt = (
          """Executive Summary
-               - Longevity Vitality Score (out of 100)
-               - Top Priority Issues
-               - Key Strengths
-
-            2. System-Specific Analysis
-               - Blood Health (MCV, RDW, Lymphocytes, WBC)
-               - Protein & Liver Health (Albumin, ALP)
-               - Kidney Health (Creatinine µmol/L)
-               - Metabolic Health (Glucose mmol/L, lnCRP)
-               - Other relevant systems
-        
-            3. Personalized Action Plan
-               - Medical (tests/consults)
-               - Nutrition (diet & supplements)
-               - Lifestyle (hydration, exercise, sleep)
-               - Testing (follow-up labs: ferritin, Vitamin D, GGT)
-        
-            4. Interaction Alerts
-               - How biomarkers interact (e.g., anemia ↔ infection cycle, ALP with bone/liver origin)
-        
-            5. Longevity Metrics
-               - Metabolic Health Score
-               - Cardiovascular & Cognitive risk trajectory
-            6. Enhanced AI Insights & Longitudinal Risk
-       - Subclinical nutrient predictions (Iron, B12, Folate, Copper)
-       - Elevated ALP interpretation (bone vs liver origin)
-       - WBC & lymphocyte trends for immunity
-       - Predictive longevity risk profile
+   - Longevity Vitality Score (out of 100)
+   - Top Priority Areas for Optimization
+   - Key Strengths
+
+2. System-Specific Overview
+   - Blood & Energy Balance (MCV, RDW, WBC, Lymphocytes)
+   - Protein & Recovery (Albumin, ALP)
+   - Hydration & Recovery (Creatinine)
+   - Energy Metabolism (Glucose, lnCRP)
+   - Nutrient & Wellness Factors (Vitamin D, Iron, Copper, B12)
+
+3. Personalized Action Plan (Non-Medical)
+   - General Recommendations (hydration, exercise, sleep, nutrition tracking)
+   - Nutrient Balance (dietary diversity, protein adequacy, micronutrient-rich foods)
+   - Lifestyle Optimization (stress management, movement, sleep patterns)
+   - Monitoring (re-check certain markers over time for trends)
+
+4. Biomarker Interactions
+   - How values relate to energy, recovery, and resilience (non-medical framing)
+
+5. Longevity Metrics
+   - Vitality Performance Score
+   - Energy, Recovery & Cognitive Trajectory
+
+6. Enhanced AI Insights & Longitudinal Trends
+   - Predicted nutrient needs (iron, B12, folate, copper) framed as optimization
+   - Patterns in WBC/lymphocyte values for general resilience
+   - Predictive wellness trends (non-medical)
 
 """    )