Andrei 2c9ae0c3bf
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feat: Implement analytics comparison endpoint for multi-child analysis
Comparison API:
- GET /api/v1/analytics/compare?childIds=id1,id2&metric=sleep-patterns&startDate=...&endDate=...
- Supports 2+ children comparison
- Validates user access to all children
- Date range validation with ISO 8601 format

Supported Metrics:
- sleep-patterns: Average hours, night sleep %, nap frequency, daily breakdown
- feeding-frequency: Total feedings, average per day, methods, amounts
- diaper-changes: Total changes, wet/dirty/both breakdown
- activities: Total count, types distribution, most common activity

ComparisonService:
- compareSleepPatterns() - Detailed sleep analysis with night vs day sleep
- compareFeedingFrequency() - Feeding patterns and methods tracking
- compareDiaperChanges() - Diaper change patterns by type
- compareActivities() - Activity type distribution and frequency

Response Structure:
{
  metric: "sleep-patterns",
  dateRange: { start, end },
  children: [{
    childId, childName, age,
    data: { detailed metrics },
    summary: { key stats }
  }],
  overallSummary: {
    averageAcrossChildren,
    childWithMost/Least,
    ...
  }
}

Daily Breakdown:
- Each metric includes day-by-day data
- Allows chart rendering on frontend
- Supports trend analysis

Use Cases:
- "How does Emma's sleep compare to Noah's?"
- "Which child eats more frequently?"
- "Compare diaper patterns for twins"
- Side-by-side analytics dashboards

Security:
- Family-level permission checks
- User must have access to all children
- Cross-family comparison supported

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-04 21:24:02 +00:00
2025-10-01 19:01:52 +00:00
2025-10-01 19:01:52 +00:00
2025-10-01 19:01:52 +00:00
2025-10-01 19:01:52 +00:00
2025-10-01 19:01:52 +00:00

Maternal App - AI-Powered Parenting Assistant

An AI-powered mobile application designed to help parents manage childcare for children aged 0-6 years. Features intelligent tracking, real-time family sync, and AI-powered parenting support using LLMs.

🚀 Project Status

Phase 0: Development Environment Setup COMPLETED

  • React Native mobile app initialized with Expo
  • NestJS backend API initialized
  • Docker Compose infrastructure configured
  • ESLint & Prettier configured
  • Environment variables set up
  • All services running

Next Phase: Phase 1 - Foundation & Authentication (Week 1-2)

🏗️ Architecture

Mobile Application

  • Framework: React Native + Expo (TypeScript)
  • State Management: Redux Toolkit with offline-first architecture
  • UI Components: React Native Paper (Material Design)
  • Navigation: React Navigation

Backend API

  • Framework: NestJS (Node.js + TypeScript)
  • API Style: Hybrid REST + GraphQL + WebSocket
  • Authentication: JWT with refresh tokens

Infrastructure

  • Database: PostgreSQL 15 (port 5555)
  • Cache/Queue: Redis 7 (port 6666)
  • Document Store: MongoDB 6 (port 27777)
  • Object Storage: MinIO (ports 9002/9003)

📋 Prerequisites

  • Node.js: v18+ LTS
  • npm: v8+
  • Docker: Latest
  • Docker Compose: Latest
  • Expo CLI: Installed globally (optional)

🛠️ Installation & Setup

1. Clone and Install

# Clone the repository
cd maternal-app

# Install mobile app dependencies
cd maternal-app
npm install
cd ..

# Install backend dependencies
cd maternal-app-backend
npm install
cd ..

2. Start Infrastructure Services

# Start all Docker services (PostgreSQL, Redis, MongoDB, MinIO)
docker compose up -d

# Verify services are running
docker compose ps

# View logs if needed
docker compose logs -f

Service Ports (modified to avoid conflicts):

  • PostgreSQL: localhost:5555
  • Redis: localhost:6666
  • MongoDB: localhost:27777
  • MinIO API: localhost:9002
  • MinIO Console: localhost:9003

3. Configure Environment Variables

Backend environment file is already created at maternal-app-backend/.env. Update API keys as needed:

# Edit backend .env file
cd maternal-app-backend
nano .env  # or use your preferred editor

Important: Add your AI service API keys:

  • OPENAI_API_KEY - For GPT-4 integration
  • ANTHROPIC_API_KEY - For Claude integration (optional)
  • GOOGLE_AI_API_KEY - For Gemini integration (optional)

🚀 Running the Application

Start Backend API

cd maternal-app-backend

# Development mode with hot-reload
npm run start:dev

# Production mode
npm run start:prod

# Watch mode
npm run start:watch

Backend will be available at: http://localhost:3000

Start Mobile App

cd maternal-app

# Start Expo development server
npm start

# Or run directly on iOS simulator
npm run ios

# Or run directly on Android emulator
npm run android

# Or run in web browser
npm run web

🧪 Testing

Backend Tests

cd maternal-app-backend

# Run unit tests
npm test

# Run tests with coverage
npm run test:cov

# Run E2E tests
npm run test:e2e

# Run tests in watch mode
npm run test:watch

Mobile App Tests

cd maternal-app

# Run tests
npm test

📁 Project Structure

maternal-app/
├── docs/                          # Comprehensive documentation
│   ├── maternal-app-tech-stack.md
│   ├── maternal-app-implementation-plan.md
│   ├── maternal-app-api-spec.md
│   ├── maternal-app-ai-context.md
│   └── ... (12 more detailed docs)
├── maternal-app/                  # React Native mobile app
│   ├── src/
│   │   ├── components/
│   │   ├── screens/
│   │   ├── services/
│   │   ├── redux/
│   │   ├── navigation/
│   │   └── types/
│   ├── package.json
│   └── .eslintrc.js
├── maternal-app-backend/          # NestJS backend API
│   ├── src/
│   │   ├── modules/
│   │   │   ├── auth/
│   │   │   ├── users/
│   │   │   ├── families/
│   │   │   └── ...
│   │   ├── common/
│   │   └── database/
│   ├── package.json
│   └── .env
├── docker-compose.yml             # Infrastructure services
├── .env.example                   # Environment template
├── CLAUDE.md                      # AI assistant guidance
└── README.md                      # This file

🗄️ Database Management

Connect to PostgreSQL

# Using docker exec
docker exec -it maternal-postgres psql -U maternal_user -d maternal_app

# Or use your preferred PostgreSQL client
Host: localhost
Port: 5555
Database: maternal_app
User: maternal_user
Password: maternal_dev_password_2024

Connect to MongoDB

# Using mongosh
mongosh "mongodb://maternal_admin:maternal_mongo_password_2024@localhost:27777/maternal_ai_chat?authSource=admin"

Connect to Redis

# Using redis-cli
redis-cli -p 6666

Access MinIO Console

Open browser: http://localhost:9003

Login credentials:

  • Username: maternal_minio_admin
  • Password: maternal_minio_password_2024

📚 Development Workflow

Branch Naming

  • feature/ - New features
  • bugfix/ - Bug fixes
  • hotfix/ - Critical fixes
  • docs/ - Documentation updates

Commit Messages (Conventional Commits)

feat: add voice input for feeding tracker
fix: resolve timezone sync issue
docs: update API documentation
test: add unit tests for sleep predictor

Code Quality

# Lint mobile app
cd maternal-app
npm run lint

# Lint backend
cd maternal-app-backend
npm run lint

# Format code
npm run format

🔐 Security Notes

  • Never commit .env files - they are gitignored
  • Change all default passwords in production
  • Rotate JWT secrets regularly
  • Keep API keys secure and never expose them in client code

📖 Documentation

Comprehensive documentation is available in the /docs directory:

  1. Technical Stack - Complete technology choices and libraries
  2. Implementation Plan - 8-phase development roadmap with AI role guidance
  3. API Specification - REST/GraphQL/WebSocket endpoint specs
  4. AI Context Management - LangChain configuration and prompt templates
  5. State Management - Redux architecture with offline support
  6. UI/UX Design System - Material Design with warm color palette
  7. Testing Strategy - Unit, integration, and E2E testing approach
  8. Database Migrations - Schema design and migration scripts
  9. Environment Configuration - Docker and environment setup
  10. Error Handling - Error codes and logging standards
  11. Mobile Deployment - iOS/Android build and release process
  12. Voice Processing - Voice input patterns and NLP

🎯 MVP Features (6-8 Weeks)

Core Features

  1. Tracking: Feeding, sleep, diapers with voice input
  2. AI Assistant: 24/7 contextual parenting support
  3. Family Sync: Real-time updates via WebSocket
  4. Pattern Recognition: Sleep predictions, feeding trends
  5. Analytics: Daily/weekly summaries, exportable reports

Supported Languages

  • English (en-US)
  • Spanish (es-ES)
  • French (fr-FR)
  • Portuguese (pt-BR)
  • Simplified Chinese (zh-CN)

🤝 Development Commands Cheat Sheet

# Infrastructure
docker compose up -d              # Start all services
docker compose down               # Stop all services
docker compose logs -f            # View logs

# Backend
cd maternal-app-backend
npm run start:dev                 # Start with hot-reload
npm run build                     # Build for production
npm test                          # Run tests
npm run lint                      # Lint code

# Mobile
cd maternal-app
npm start                         # Start Expo
npm run ios                       # Run on iOS
npm run android                   # Run on Android
npm test                          # Run tests
npm run lint                      # Lint code

🐛 Troubleshooting

Ports Already in Use

If you see port conflict errors, the docker-compose.yml uses non-standard ports:

  • PostgreSQL: 5555 (not 5432)
  • Redis: 6666 (not 6379)
  • MongoDB: 27777 (not 27017)

Docker Services Not Starting

# Check service status
docker compose ps

# View specific service logs
docker compose logs <service-name>

# Restart a specific service
docker compose restart <service-name>

Mobile App Won't Start

# Clear Expo cache
cd maternal-app
rm -rf .expo
npm start --clear

📞 Next Steps

  1. Phase 1: Implement authentication system (Week 1-2)

    • JWT authentication with device fingerprinting
    • User registration and login
    • Password reset flow
    • Multi-language support setup
  2. Phase 2: Child profiles & family management (Week 2-3)

  3. Phase 3: Core tracking features (Week 3-4)

  4. Phase 4: AI assistant integration (Week 4-5)

  5. Phase 5: Pattern recognition & analytics (Week 5-6)

  6. Phase 6: Testing & optimization (Week 6-7)

  7. Phase 7: Beta testing & launch prep (Week 7-8)

📄 License

[Add your license here]

🙏 Acknowledgments

Built following comprehensive technical documentation and industry best practices for parenting apps.


For detailed implementation guidance, see /docs/maternal-app-implementation-plan.md

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