Create user_template.txt

prompts/user_template.txt

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+Context:
+{CONTEXT}
+
+Data Inputs:
+{DATA_INPUTS}
+
+Constraints:
+{CONSTRAINTS}
+
+Evaluation Questions:
+1) Prioritization: Which groups/sites should be prioritized for intervention?
+2) Capacity: How many clients can be served with given resources?
+3) Cost: What is the estimated total cost for serving N people?
+4) Clinical: What are the clinical benefits (numeric deltas if available)?
+5) Optimization: What are the Top 3 analytics-driven recommendations?
+
+---
+### Phase 1: Clarification Questions
+(If anything is missing/ambiguous, ask up to 5 concise questions grouped by category: Prioritization, Capacity, Cost, Clinical, Recommendations.
+If everything is sufficient, output: "No clarifications required")
+
+---
+### Phase 2: Structured Analysis
+Return the final analysis in this exact structure:
+
+1. Prioritization
+   - Groups prioritized: [...]
+   - Rationale: ...
+
+2. Capacity
+   - Formula used: ...
+   - Total screenings/clients: <number>
+
+3. Cost
+   - Startup per client: <value with currency>
+   - Ongoing per client: <value with currency>
+   - Total per client: <value with currency>
+   - Total for N people: <value with currency>
+   - Benchmark comparison: ...
+
+4. Clinical Benefits
+   - Diabetes group: A1c Δ: <value%>, BP Δ: <value mmHg>, Chol Δ: <value unit>, BMI Δ: <value kg/m² if applicable>
+   - Non-diabetes group: BP Δ: <value mmHg>, BMI Δ: <value kg/m²>, ...
+
+5. Clarity Ops Top 3 Recommendations
+   1) ...
+   2) ...
+   3) ...
+
+Provenance (brief):
+- Each field must map to inputs/constraints or derived formulae. Note sources inline.