feat: Enhance provider summary and consent process for spiritual care support

src/interface/simplified_gradio_app.py

@@ -564,7 +564,32 @@ Goal: understand whether extra support (like a referral) may be helpful.
 
 ### 🔴 RED — Severe distress / safety concern
 The assistant prioritizes safety and guidance.
-It may generate referral‑style guidance and suggest urgent help.
+It will ask for your **consent** before sharing information with the spiritual care team.
+
+**What happens:**
+1. The system detects severe emotional or spiritual distress
+2. A compassionate message appears asking if you'd like support
+3. If you agree, a **Provider Summary** panel appears on the right
+4. The spiritual care team receives a detailed summary of your situation
+5. Someone from the team will reach out to you
+
+---
+
+## 📋 Provider Summary (for RED flags)
+When you consent to spiritual care support, a **Provider Summary** panel appears showing:
+- **Status:** Confirmation that a summary has been generated
+- **Patient Info:** Your name and contact information
+- **Classification:** RED flag with distress indicators
+- **Download Button:** Click to download the complete summary as a text file
+
+**What the spiritual care team receives:**
+- Your name and phone number
+- Emotional/spiritual distress indicators detected
+- Reasoning for the referral
+- Context from your conversation
+- Triage questions and your responses (if applicable)
+
+This ensures the spiritual care team has all the information they need to provide appropriate support.
 
 ---
 
@@ -605,10 +630,22 @@ Use this when you want to test an entire dataset:
 
 ---
 
-## 💾 Exports
-Exports are available in Enhanced Verification:
-- **CSV**
-- **JSON**
+## 💾 Exports & Downloads
+
+### Conversation Exports (Chat tab)
+In the **Chat** tab, you can download your conversation:
+- **📥 Download JSON** - Full conversation with all classifications and metadata
+- **📊 Download CSV** - Conversation in spreadsheet format
+
+### Provider Summary Download (Chat tab, RED flags only)
+When a RED flag is detected and you consent to spiritual care:
+- **📥 Download Summary** - Complete provider summary as a text file
+- This file contains all information shared with the spiritual care team
+
+### Enhanced Verification Exports
+In **Enhanced Verification** tab:
+- **CSV** - Test results with classifications and notes
+- **JSON** - Detailed test session data
 
 CSV note:
 - The **Notes** column contains **only the model `reasoning`** (when present).
@@ -616,8 +653,11 @@ CSV note:
 ---
 
 ## 🔐 Privacy & Safety
-- Session data is stored locally.
-- This tool does not replace professional medical advice.
+- Session data is stored locally
+- Provider summaries are generated only with your explicit consent
+- Information is shared only with authorized spiritual care team members
+- This tool does not replace professional medical advice
+- In case of emergency, contact local emergency services immediately
 - If there is an emergency, contact local emergency services.
                 """)