# Remaining Python Features to Port

## HIGH PRIORITY - ALL COMPLETED

### Missing Events (~76 functions)
- [x] Random events: `accountHacked`, `badRestaurantExperience`, `carCrash`, `lowAffinity`, `perfectParkingSpot`, `ruinedClothes`, `socialMediaCanceled`
  - Most already in `events/negative/crisis.ts` and `events/negative/dailyLife.ts`
  - Added `perfectParkingSpot`, `socialMediaCanceled` to `events/random/randomEvents.ts`
- [x] Activity events: `joinGym`, `joinSoccerTeam`, `runningHabit`, `yogaClass`, `craftingHobby`, `theatreAudition`, `writingJournal`, `cookingClasses`
  - All in `events/activities/physical.ts`, `events/activities/creative.ts`, `events/activities/learning.ts`
- [x] Social events: `communityEvent`, `gamingGroup`, `joinClub`, `volunteerWork`
  - NEW: `events/social/socialEvents.ts`
- [x] Tutorial events: `is_tutorial_mode`, `generate_tutorial_event`, `get_welcome_message`, `apply_tutorial_modifiers`, `check_tutorial_triggers`
  - All in `services/retention/tutorial.ts` and `events/tutorial/onboarding.ts`

### Major Systems
- [x] **Character Memory** (ws/character_memory.py → services/conversation/character_memory.ts)
  - AI-powered fact extraction from conversations
  - Memory persistence with importance scoring
  - Memory decay over time
  - Database table: character_memory

- [x] **Messaging Style** (ws/messaging_style.py → services/conversation/messagingStyle.ts)
  - 8-dimensional personality traits (formality, expressiveness, verbosity, etc.)
  - Mood-based message modification
  - Dynamic personality adjustment based on relationship

## MEDIUM PRIORITY - ALL COMPLETED

### Analytics & Monitoring
- [x] Analytics events (ws/analytics/events.py)
  - NEW: `services/analytics/` directory
  - Event tracking, purchase analytics, milestones, sessions

- [x] API Cost Tracking (ws/api_usage_tracker.py)
  - Already in `monitoring/api_usage_tracker.ts`
  - OpenAI usage tracking with budgets
  - Per-user cost limits

### Performance Systems
- [x] Performance Caching (ws/performance/caching.py)
  - NEW: `services/performance/cache.ts` - LRU cache
- [x] Batch Messaging (ws/performance/batch_messaging.py)
  - NEW: `services/performance/batchMessaging.ts`
- [x] Offline Queue (ws/performance/offline/queue.py)
  - Already in `services/background/offline_queue.ts`

## LOW PRIORITY - COMPLETED OR NOT NEEDED

### Utilities
- [x] Game speed validation (ws/utils/game_speed.py)
  - Added to `utils/helpers.ts`: `validateGameSpeed`, `getSpeedButtonValues`, `logSpeedChange`
- [x] Storage abstraction (ws/storage.py)
  - Not needed - using `database/players.ts` with MySQL
- [x] Output abstraction (ws/output.py)
  - Not needed - using `server/WebSocketServer.ts`
- [x] Logging configuration (ws/logging_config.py)
  - Not needed - using console.log and `monitoring/` module
- [x] Helper functions: `getFromArray`, `find_where_test`, `parseLocations`
  - Added to `utils/helpers.ts`: `getByType`, `findWhereAdvanced`, `parseLocations`

### Development Tools
- [x] CLI/Headless Game (ws/cli_runner.py)
  - Already exists: `testing/HeadlessGame.ts`
- [x] Image Generation (ws/image_generation.py) - Multi-provider image generation
  - NEW: `services/images/` directory
  - Providers: Imagen 4 Ultra, FLUX 1.1 Pro, DALL-E 3
  - Database caching and queue management
- [x] A/B Testing (ws/experiments/ab_testing.py) - Feature flag system
  - NEW: `services/experiments/ab_testing.ts`
  - All experiments DISABLED by default (enable when ready to test)

---

## Summary

**Ported in this session:**
- 183 files changed, +4,662 lines
- Commits: `ab14fec`, `55d59e1`, `4abeb75`

**Remaining:** None! All Python features have been ported to TypeScript.