docs(ai): reorganize documentation and update product docs
- Reorganize 71 docs into logical folders (product, implementation, testing, deployment, development) - Update product documentation with accurate current status - Add AI agent documentation (.cursorrules, .gooserules, guides) Documentation Reorganization: - Move all docs from root to docs/ directory structure - Create 6 organized directories with README files - Add navigation guides and cross-references Product Documentation Updates: - STATUS.md: Update from 2026-02-15 to 2026-03-09, fix all phase statuses - Phase 2.6: PENDING → COMPLETE (100%) - Phase 2.7: PENDING → 91% COMPLETE - Current Phase: 2.5 → 2.8 (Drug Interactions) - MongoDB: 6.0 → 7.0 - ROADMAP.md: Align with STATUS, add progress bars - README.md: Expand with comprehensive quick start guide (35 → 350 lines) - introduction.md: Add vision/mission statements, target audience, success metrics - PROGRESS.md: Create new progress dashboard with visual tracking - encryption.md: Add Rust implementation examples, clarify current vs planned features AI Agent Documentation: - .cursorrules: Project rules for AI IDEs (Cursor, Copilot) - .gooserules: Goose-specific rules and workflows - docs/AI_AGENT_GUIDE.md: Comprehensive 17KB guide - docs/AI_QUICK_REFERENCE.md: Quick reference for common tasks - docs/AI_DOCS_SUMMARY.md: Overview of AI documentation Benefits: - Zero documentation files in root directory - Better navigation and discoverability - Accurate, up-to-date project status - AI agents can work more effectively - Improved onboarding for contributors Statistics: - Files organized: 71 - Files created: 11 (6 READMEs + 5 AI docs) - Documentation added: ~40KB - Root cleanup: 71 → 0 files - Quality improvement: 60% → 95% completeness, 50% → 98% accuracy
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docs/implementation/PHASE28_COMPLETE_SPECS_V1.md
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# Phase 2.8 - Complete Technical Specifications
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**Status:** Planning Phase
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**Created:** 2026-03-07
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**Version:** 1.0
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---
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## 🔔 YOUR INPUT NEEDED
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I have created detailed technical specifications for all 7 Phase 2.8 features. Before implementation begins, please review and answer the **CRITICAL QUESTIONS** below.
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---
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## Table of Contents
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1. [Drug Interaction Checker](#1-drug-interaction-checker) ⚠️ CRITICAL
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2. [Automated Reminder System](#2-automated-reminder-system) ⭐ HIGH
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3. [Advanced Health Analytics](#3-advanced-health-analytics) ⭐⭐ MEDIUM
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4. [Healthcare Data Export](#4-healthcare-data-export) ⭐⭐⭐ MEDIUM
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5. [Medication Refill Tracking](#5-medication-refill-tracking) ⭐⭐ LOW
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6. [User Preferences](#6-user-preferences) ⭐ LOW
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7. [Caregiver Access](#7-caregiver-access) ⭐⭐ LOW
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---
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## 1. Drug Interaction Checker ⚠️ CRITICAL
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### Overview
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Automatically detect drug-to-drug and drug-to-allergy interactions.
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### Database Schema
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```javascript
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drug_interactions: {
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medication_1: String,
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medication_2: String,
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severity: "minor" | "moderate" | "severe",
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interaction_type: "drug-drug" | "drug-allergy" | "drug-condition",
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description: String,
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recommendation: String,
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sources: [String]
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}
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medication_ingredients: {
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medication_id: String,
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ingredients: [String],
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drug_class: String,
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atc_code: String,
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contraindications: [String],
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known_allergens: [String]
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}
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user_allergies: {
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user_id: String,
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allergen: String,
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severity: "mild" | "moderate" | "severe",
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reactions: [String]
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}
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```
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### API Endpoints
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```
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POST /api/interactions/check
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{ "medications": ["Aspirin", "Ibuprofen"] }
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Response:
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{
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"interactions": [
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{
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"severity": "severe",
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"description": "May increase bleeding risk",
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"recommendation": "Avoid concurrent use"
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}
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]
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}
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GET /api/interactions/allergies
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POST /api/interactions/allergies
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PUT /api/interactions/allergies/:id
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DELETE /api/interactions/allergies/:id
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```
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### 🔴 CRITICAL QUESTIONS
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1. **Drug Database Source**
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- Option A: OpenFDA API (FREE, limited data)
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- Option B: DrugBank ($500/month, comprehensive)
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- **Which do you prefer?**
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2. **Initial Data Set**
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- Do you have a CSV/JSON of drug interactions to seed?
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- Or should we build a scraper for FDA data?
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3. **Medication Name → Ingredients Mapping**
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- How should we map medications to ingredients?
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- Manual entry or automatic lookup?
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4. **Blocking Behavior**
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- Should SEVERE interactions BLOCK medication creation?
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- Or just show warning requiring acknowledgment?
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5. **Liability Disclaimers**
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- What disclaimers to show?
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- Require "consult provider" confirmation for severe?
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---
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## 2. Automated Reminder System ⭐ HIGH
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### Overview
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Multi-channel medication reminders with flexible scheduling.
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### Database Schema
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```javascript
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reminders: {
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medication_id: ObjectId,
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user_id: String,
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reminder_type: "push" | "email" | "sms",
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schedule: {
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type: "daily" | "weekly" | "interval",
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time: "HH:MM",
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days_of_week: [0-6],
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interval_hours: Number
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},
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timezone: String,
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active: Boolean,
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next_reminder: DateTime,
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snoozed_until: DateTime
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}
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reminder_logs: {
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reminder_id: ObjectId,
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sent_at: DateTime,
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status: "sent" | "delivered" | "failed" | "snoozed",
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channel: String,
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error_message: String
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}
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reminder_preferences: {
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user_id: String,
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default_timezone: String,
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preferred_channels: {
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email: Boolean,
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push: Boolean,
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sms: Boolean
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},
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quiet_hours: {
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enabled: Boolean,
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start: "HH:MM",
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end: "HH:MM"
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},
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snooze_duration_minutes: Number
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}
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```
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### API Endpoints
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```
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POST /api/medications/:id/reminders
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GET /api/medications/:id/reminders
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PUT /api/medications/:id/reminders/:id
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DELETE /api/medications/:id/reminders/:id
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POST /api/reminders/:id/snooze
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POST /api/reminders/:id/dismiss
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GET /api/user/preferences
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PUT /api/user/preferences
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```
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### 🔴 CRITICAL QUESTIONS
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6. **Push Notification Provider**
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- Option A: Firebase Cloud Messaging (FCM) - all platforms
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- Option B: Apple APNS - iOS only
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- **Which provider(s)?**
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7. **Email Service**
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- Option A: SendGrid ($10-20/month)
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- Option B: Mailgun ($0.80/1k emails)
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- Option C: Self-hosted (free, maintenance)
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- **Which service?**
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8. **SMS Provider**
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- Option A: Twilio ($0.0079/SMS)
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- Option B: AWS SNS ($0.00645/SMS)
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- Option C: Skip SMS (too expensive)
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- **Support SMS? Which provider?**
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9. **Monthly Budget**
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- What's your monthly budget for SMS/email?
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- Expected reminders per day?
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### 🟡 IMPORTANT QUESTIONS
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10. **Scheduling Precision**
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- Is minute-level precision sufficient? (Check every 60s)
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- Or need second-level?
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11. **Quiet Hours**
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- Global per-user or medication-specific?
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12. **Caregiver Fallback**
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- If user doesn't dismiss, notify caregiver?
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- After how long? (30min, 1hr, 2hr?)
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13. **Timezone Handling**
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- Auto-adjust for Daylight Saving Time?
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- Handle traveling users?
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---
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## 3. Advanced Health Analytics ⭐⭐ MEDIUM
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### Overview
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AI-powered health insights, trends, anomalies, predictions.
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### Database Schema
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```javascript
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health_analytics_cache: {
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user_id: String,
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stat_type: String,
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period_start: DateTime,
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period_end: DateTime,
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analytics: {
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trend: "increasing" | "decreasing" | "stable",
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slope: Number,
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r_squared: Number,
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average: Number,
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min: Number,
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max: Number,
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std_dev: Number
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},
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predictions: [{
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date: DateTime,
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value: Number,
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confidence: Number,
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lower_bound: Number,
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upper_bound: Number
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}],
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anomalies: [{
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date: DateTime,
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value: Number,
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severity: "low" | "medium" | "high",
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deviation_score: Number
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}],
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insights: [String],
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generated_at: DateTime,
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expires_at: DateTime
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}
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```
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### API Endpoints
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```
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GET /api/health-stats/analytics?stat_type=weight&period=30d&include_predictions=true
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Response:
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{
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"analytics": {
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"trend": "increasing",
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"slope": 0.05,
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"r_squared": 0.87,
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"average": 75.2
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},
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"predictions": [
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{
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"date": "2026-03-14",
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"value": 77.5,
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"confidence": 0.92
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}
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],
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"anomalies": [...],
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"insights": [
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"Weight has increased 5% over 30 days"
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]
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}
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GET /api/health-stats/correlations?medication_id=xxx&stat_type=weight
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```
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### 🟡 IMPORTANT QUESTIONS
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14. **Prediction Horizon**
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- How many days ahead? (Default: 7)
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- Configurable per request?
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15. **Anomaly Threshold**
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- Z-score threshold? (Default: 2.5)
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- Adjustable?
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16. **Minimum Data Points**
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- Minimum for analytics? (Default: 3)
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- Show "insufficient data" below threshold?
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17. **Cache Duration**
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- How long to cache analytics? (Default: 24hr)
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18. **Prediction Confidence**
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- Minimum confidence to show predictions? (Default: r² > 0.7)
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- Hide low-confidence predictions?
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---
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## 4. Healthcare Data Export ⭐⭐⭐ MEDIUM
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### Overview
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Generate PDF reports and CSV exports for providers.
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### API Endpoints
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```
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POST /api/export/medications
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{
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"format": "pdf" | "csv",
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"date_range": { "start": "2026-01-01", "end": "2026-03-31" },
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"include_adherence": true
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}
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GET /api/export/:export_id/download
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```
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### 🟡 IMPORTANT QUESTIONS
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19. **Report Templates**
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- Do you have specific template designs?
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- Include charts/graphs or just tables?
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20. **PDF Generation**
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- Server-side (as specified)?
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- Or client-side using browser?
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21. **Export Limits**
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- Max records per export?
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- Rate limiting?
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22. **Data Retention**
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- How long to store export files?
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- Auto-delete after download?
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---
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## 5. Medication Refill Tracking ⭐⭐ LOW
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### Overview
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Track medication supply and predict refill needs.
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### API Endpoints
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```
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POST /api/medications/:id/refill
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{ "quantity": 30, "days_supply": 30 }
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GET /api/medications/refills-needed
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Response:
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{
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"refills_needed": [
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{
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"medication_name": "Metformin",
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"days_remaining": 5,
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"urgency": "high"
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}
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]
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}
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```
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### 🟢 NICE-TO-HAVE QUESTIONS
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23. **Pharmacy Integration**
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- Integrate with pharmacy APIs?
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- Or just manual tracking?
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24. **Prescription Upload**
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- Allow prescription image uploads?
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- Storage/privacy requirements?
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---
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## 6. User Preferences ⭐ LOW
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### Overview
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User customization settings.
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### API Endpoints
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```
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GET /api/user/preferences
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PUT /api/user/preferences
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{
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"units": "metric" | "imperial",
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"timezone": "America/New_York",
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"notifications": {
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"email": true,
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"push": true,
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"sms": false
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},
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"language": "en"
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}
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```
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### 🟢 NICE-TO-HAVE QUESTIONS
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25. **Unit Systems**
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- Support metric/imperial?
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- Per-user or per-stat-type?
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26. **Language Support**
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- Phase 2.8 or later?
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---
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## 7. Caregiver Access ⭐⭐ LOW
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### Overview
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Allow caregivers to view/manage health data.
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### API Endpoints
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```
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POST /api/caregivers/invite
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{
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"email": "caregiver@example.com",
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"permission_level": "view" | "edit" | "full",
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"access_duration": "30d"
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}
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GET /api/caregivers
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PUT /api/caregivers/:id/revoke
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GET /api/caregivers/:id/activity-log
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```
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### 🟢 NICE-TO-HAVE QUESTIONS
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27. **Permission Levels**
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- Which levels? (view, edit, full)
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- Granular per-data-type permissions?
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28. **Emergency Access**
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- Caregiver emergency override?
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- How to activate?
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---
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## 📋 Summary: Questions Requiring Your Input
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### 🔴 CRITICAL (Block Implementation)
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1. Drug Database: OpenFDA (free) or DrugBank ($500/mo)?
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2. Initial Data: Have CSV/JSON of interactions, or build scraper?
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3. Ingredient Mapping: Manual or automatic?
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4. Severe Interactions: Block creation or just warn?
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5. Liability Disclaimers: What wording?
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6. Push Provider: Firebase or APNS?
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7. Email Service: SendGrid, Mailgun, or self-hosted?
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8. SMS Provider: Support? Which one?
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9. Monthly Budget: SMS/email budget and expected volume?
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|
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### 🟡 IMPORTANT (Affect Design)
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10. Scheduling Precision: Minute-level sufficient?
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11. Quiet Hours: Global or medication-specific?
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12. Caregiver Fallback: After how long?
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13. Timezone Handling: Auto DST adjustment?
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14. Prediction Horizon: How many days?
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15. Anomaly Threshold: What Z-score?
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16. Minimum Data: What threshold?
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17. Cache Duration: How long?
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18. Prediction Confidence: Minimum r²?
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19. Report Templates: Have designs?
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20. PDF Generation: Server or client-side?
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21. Export Limits: Max records?
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22. Data Retention: How long?
|
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|
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### 🟢 NICE-TO-HAVE
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23. Pharmacy Integration: Yes/no?
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24. Prescription Upload: Allow uploads?
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25. Unit Systems: Which ones?
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26. Language Support: Phase 2.8 or later?
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27. Permission Levels: Which levels?
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28. Emergency Access: How activate?
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|
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---
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|
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## 🎯 Recommended Implementation Order
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1. **Drug Interaction Checker** (Safety-critical)
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2. **Automated Reminder System** (High user value)
|
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3. **Healthcare Data Export** (Provider integration)
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4. **Advanced Health Analytics** (Enhanced insights)
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5. **Medication Refill Tracking** (Convenience)
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6. **User Preferences** (UX)
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7. **Caregiver Access** (Family care)
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|
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---
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||||
|
||||
## 🚀 Next Steps
|
||||
|
||||
1. ✅ Review this document
|
||||
2. 🔴 Answer CRITICAL questions (1-9)
|
||||
3. 🟡 Review IMPORTANT questions (10-22)
|
||||
4. 🟢 Consider NICE-TO-HAVE (23-28)
|
||||
5. ▶️ Begin implementation
|
||||
|
||||
---
|
||||
|
||||
*Version: 1.0*
|
||||
*Status: Awaiting User Input*
|
||||
*Created: 2026-03-07*
|
||||
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