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_PLAN.md
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# Phase 2.8 - Advanced Features & Enhancements
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## Overview
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Phase 2.8 builds upon the solid foundation of Phase 2.7 (Medication Management & Health Statistics) to deliver advanced features that enhance user experience, safety, and health outcomes.
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**Status:** 🎯 Planning Phase
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**Target Start:** Phase 2.7 Complete (Now)
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**Estimated Duration:** 2-3 weeks
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**Priority:** High
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---
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## 🎯 Primary Objectives
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1. **Enhance Medication Safety** - Drug interaction checking and allergy alerts
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2. **Improve Adherence** - Automated reminders and notifications
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3. **Advanced Analytics** - Health insights and trend analysis
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4. **Data Export** - Healthcare provider reports
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5. **User Experience** - Profile customization and preferences
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---
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## 📋 Feature Specifications
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### 1. Medication Interaction Checker ⚠️ HIGH PRIORITY
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**Description:** Automatically detect potential drug-to-drug and drug-to-allergy interactions.
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**Technical Requirements:**
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- Integration with drug interaction database (FDA API or open database)
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- Store medication ingredients and classifications
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- Implement interaction severity levels (minor, moderate, severe)
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- Real-time checking during medication creation
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- Alert system for healthcare providers
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**API Endpoints:**
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```
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POST /api/medications/check-interactions
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{
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"medications": ["medication_id_1", "medication_id_2"]
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}
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Response: {
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"interactions": [
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{
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"severity": "severe",
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"description": "May cause serotonin syndrome",
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"recommendation": "Consult healthcare provider"
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}
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]
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}
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```
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**Database Schema:**
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```rust
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pub struct DrugInteraction {
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pub medication_1: String,
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pub medication_2: String,
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pub severity: InteractionSeverity,
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pub description: String,
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pub recommendation: String,
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}
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pub enum InteractionSeverity {
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Minor,
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Moderate,
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Severe,
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}
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```
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**Implementation Priority:** ⭐⭐⭐⭐⭐ (Critical)
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---
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### 2. Automated Reminder System 🔔
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**Description:** Intelligent medication reminders with customizable schedules.
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**Technical Requirements:**
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- Multiple reminder types (push, email, SMS)
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- Flexible scheduling (daily, weekly, specific times)
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- Snooze and skip functionality
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- Caregiver notifications
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- Timezone support
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- Persistent queue system
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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/:reminder_id
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DELETE /api/medications/:id/reminders/:reminder_id
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POST /api/reminders/snooze
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POST /api/reminders/dismiss
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```
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**Data Models:**
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```rust
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pub struct Reminder {
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pub id: Option<ObjectId>,
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pub medication_id: ObjectId,
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pub user_id: String,
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pub reminder_type: ReminderType,
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pub schedule: ReminderSchedule,
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pub active: bool,
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pub next_reminder: DateTime<Utc>,
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}
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pub enum ReminderType {
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Push,
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Email,
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SMS,
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}
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pub enum ReminderSchedule {
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Daily { time: String },
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Weekly { day: String, time: String },
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Interval { hours: u32 },
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}
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```
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**Implementation Priority:** ⭐⭐⭐⭐ (High)
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---
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### 3. Advanced Health Analytics 📊
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**Description:** AI-powered health insights and predictive analytics.
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**Technical Requirements:**
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- Trend analysis with moving averages
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- Anomaly detection in vitals
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- Correlation analysis (medications vs. symptoms)
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- Predictive health scoring
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- Visual data representation
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- Time-series aggregations
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**API Endpoints:**
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```
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GET /api/health-stats/analytics
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?type=weight
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&period=30d
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&include_predictions=true
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Response: {
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"data": [...],
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"trend": "increasing",
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"average": 75.5,
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"predictions": {
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"next_week": 76.2,
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"confidence": 0.87
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},
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"insights": [
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"Weight has increased 2kg over the last month"
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]
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}
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GET /api/health-stats/correlations
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?medication_id=xxx
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&health_stat=weight
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```
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**Algorithms to Implement:**
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- Linear regression for trends
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- Standard deviation for anomaly detection
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- Pearson correlation for medication-health relationships
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- Seasonal decomposition
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**Implementation Priority:** ⭐⭐⭐ (Medium)
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---
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### 4. Healthcare Data Export 📄
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**Description:** Generate professional reports for healthcare providers.
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**Technical Requirements:**
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- PDF generation for medications list
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- CSV export for health statistics
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- Medication adherence reports
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- Doctor-ready format
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- Date range selection
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- Privacy controls
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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",
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"date_range": {
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"start": "2026-01-01",
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"end": "2026-03-31"
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}
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}
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POST /api/export/health-stats
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{
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"format": "csv",
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"stat_types": ["weight", "blood_pressure"]
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}
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GET /api/export/:export_id/download
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```
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**Libraries to Use:**
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- `lopdf` - PDF generation
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- `csv` - CSV writing
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- `tera` - Template engine for reports
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**Implementation Priority:** ⭐⭐⭐⭐ (High)
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---
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### 5. Medication Refill Tracking 💊
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**Description:** Track medication supply and predict refill needs.
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**Technical Requirements:**
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- Current supply tracking
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- Refill reminders
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- Pharmacy integration (optional)
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- Prescription upload/storage
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- Auto-refill scheduling
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**API Endpoints:**
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```
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POST /api/medications/:id/refill
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{
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"quantity": 30,
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"days_supply": 30
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}
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GET /api/medications/refills-needed
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POST /api/medications/:id/prescription
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Content-Type: multipart/form-data
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{
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"image": "...",
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"prescription_number": "..."
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}
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```
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**Data Models:**
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```rust
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pub struct RefillInfo {
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pub medication_id: ObjectId,
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pub current_supply: u32,
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pub daily_dosage: f64,
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pub days_until_empty: u32,
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pub refill_date: Option<DateTime<Utc>>,
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}
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```
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**Implementation Priority:** ⭐⭐⭐ (Medium)
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---
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### 6. User Preferences & Customization ⚙️
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**Description:** Allow users to customize their experience.
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**Technical Requirements:**
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- Notification preferences
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- Measurement units (metric/imperial)
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- Timezone settings
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- Language preferences
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- Dashboard customization
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- Privacy 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",
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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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}
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```
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**Implementation Priority:** ⭐⭐ (Low-Medium)
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---
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### 7. Caregiver Access 👥
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**Description:** Allow designated caregivers to view/manage medications and health data.
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**Technical Requirements:**
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- Caregiver invitation system
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- Permission levels (view, edit, full)
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- Activity logging
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- Emergency access
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- Time-limited access
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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"
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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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**Implementation Priority:** ⭐⭐⭐ (Medium)
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---
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## 🗂️ Backend Architecture Changes
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### New Modules
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```
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backend/src/
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├── interactions/
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│ ├── mod.rs
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│ ├── checker.rs # Drug interaction logic
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│ └── database.rs # Interaction database
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├── reminders/
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│ ├── mod.rs
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│ ├── scheduler.rs # Reminder scheduling
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│ ├── queue.rs # Reminder queue
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│ └── sender.rs # Push/email/SMS sending
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├── analytics/
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│ ├── mod.rs
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│ ├── trends.rs # Trend analysis
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│ ├── correlations.rs # Correlation calculations
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│ └── predictions.rs # Predictive models
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├── export/
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│ ├── mod.rs
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│ ├── pdf.rs # PDF generation
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│ ├── csv.rs # CSV export
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│ └── templates/ # Report templates
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└── caregivers/
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├── mod.rs
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├── invitations.rs # Caregiver invites
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└── permissions.rs # Access control
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```
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### Database Collections
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```javascript
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// MongoDB collections
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db.drug_interactions
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db.reminders
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db.refill_tracking
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db.caregivers
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db.caregiver_access_logs
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db.user_preferences
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db.export_jobs
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db.analytic_cache
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```
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---
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## 📊 Implementation Timeline
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### Week 1: Core Safety Features
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- [ ] Drug interaction database setup
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- [ ] Interaction checker implementation
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- [ ] Basic reminder scheduling
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- [ ] Integration testing
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### Week 2: Analytics & Export
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- [ ] Trend analysis algorithms
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- [ ] Anomaly detection
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- [ ] PDF report generation
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- [ ] CSV export functionality
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### Week 3: Enhancements & Polish
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- [ ] Refill tracking
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- [ ] User preferences
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- [ ] Caregiver access (basic)
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- [ ] End-to-end testing
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- [ ] Documentation
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---
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## 🧪 Testing Strategy
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### Unit Tests
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- Drug interaction matching algorithms
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- Trend calculation accuracy
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- PDF generation validation
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- Reminder scheduling logic
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### Integration Tests
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- API endpoint coverage
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- Database interactions
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- External API integrations (FDA, etc.)
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### End-to-End Tests
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- Complete user workflows
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- Reminder delivery
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- Report generation
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- Caregiver access flows
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---
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## 🔐 Security Considerations
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1. **Healthcare Data Privacy**
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- Encrypt all data at rest
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- Secure data transmission
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- HIPAA compliance review
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2. **Caregiver Access**
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- Audit logging for all access
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- Time-limited sessions
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- Explicit consent tracking
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3. **Drug Interactions**
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- Validate interaction data sources
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- Clear liability disclaimers
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- Healthcare provider consultation prompts
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---
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## 📈 Success Metrics
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- **Drug Interaction Coverage:** 90% of common medications
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- **Reminder Delivery Rate:** >95%
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- **Export Generation Time:** <5 seconds for 100 records
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- **Trend Analysis Accuracy:** >85% prediction confidence
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- **User Satisfaction:** >4.5/5 rating
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---
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## 🚀 Dependencies
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### Rust Crates
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```toml
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[dependencies]
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# Analytics
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linreg = "0.2"
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statrs = "0.16"
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# PDF Generation
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lopdf = "0.31"
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tera = "1.19"
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# Task Scheduling
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tokio-cron-scheduler = "0.9"
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# Email
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lettre = "0.11"
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# SMS (optional)
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twilio-rust = "0.1"
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```
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### External APIs
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- FDA Drug Interaction API
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- DrugBank (commercial, optional)
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- Push notification service (Firebase/APNS)
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- Email service (SendGrid/Mailgun)
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---
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## 📝 Open Questions
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1. **Drug Interaction Database**
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- Use free FDA database or commercial DrugBank?
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- How often to update interaction data?
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2. **Notification Service**
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- Implement in-house or use third-party?
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- Cost considerations for SMS
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3. **PDF Generation**
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- Client-side or server-side?
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- Template complexity needed?
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4. **Analytics Storage**
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- Cache computed results?
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- Retention policy for trend data?
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---
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## 🎯 Definition of Done
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Phase 2.8 is complete when:
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- [ ] All features implemented and tested
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- [ ] API documentation updated
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- [ ] Security review completed
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- [ ] Performance benchmarks met
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- [ ] User documentation created
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- [ ] 90%+ test coverage
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- [ ] Production deployment ready
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|
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---
|
||||
|
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*Plan Created: 2026-03-07*
|
||||
*Phase 2.7 Status: ✅ Complete (91%)*
|
||||
*Estimated Phase 2.8 Start: Immediate*
|
||||
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