📋 Development Roadmap: Next Priorities After Core Fixes

[adrianwedd]

Summary

With major fixes completed (music, voice, calendar, XSS), here's the prioritized roadmap for next development.

✅ Recently Completed

• Fixed Jellyfin music integration (playing on Chromecast)
• Fixed voice assistant with wake word detection
• Fixed calendar integration
• Fixed nudges without interrupting music
• Fixed XSS vulnerability in dashboard
• Environment variables correctly passing

🎯 Priority 1: Core Functionality (This Week)

Chat System Revival

• Fix broken cognitive loop (crashes on /chat endpoint)
• Implement simple Claude integration bypass
• Connect dashboard chat to working endpoint
• Add basic error recovery

LLM Performance

• Fix Ollama 20+ second timeouts (⚡ Optimize Ollama LLM timeouts (currently 20+ seconds) #82)
• Implement fallback to Claude when Ollama fails
• Add response caching for common queries

🚀 Priority 2: User Experience (Next Week)

ADHD-Specific Features (#71)

• Quick task capture with voice
• Visual timers on Nest Hub Max
• Dopamine reward system for task completion
• Context-aware break reminders

Home Assistant Integration (#72)

• Connect motion sensors to break reminders
• Light automation for focus time
• Smart home state awareness

🔧 Priority 3: Architecture Cleanup (#70)

Simplification

• Remove overengineered cognitive loop
• Consolidate duplicate endpoints
• Clean up unused imports and dead code
• Improve error messages

Documentation

• Update CLAUDE.md with working configurations
• Create user guide for ADHD features
• Document API endpoints clearly

💡 Priority 4: Advanced Features

Task Management (#77)

• Integrate with existing task systems
• Smart task prioritization based on ADHD patterns
• Procrastination detection and intervention

Calendar Intelligence (#87, #75)

• Pre-meeting preparation nudges
• Post-meeting follow-up reminders
• Schedule optimization for ADHD

Music Enhancement (#73)

• Mood detection and automatic playlist adjustment
• Pomodoro timer with music transitions
• Energy level tracking

🌟 Priority 5: Claude Integration (#65, #66)

• Implement Claude Pro/Max for complex reasoning
• Self-improvement through Claude analysis
• Automated code fixes via Claude

Technical Debt

• Fix Redis warnings (🔧 Fix Redis connection warnings affecting context storage #81)
• Improve nudge audio caching (🔊 Add nudge audio caching to reduce TTS calls #84)
• Add comprehensive error handling
• Implement proper logging system

Success Metrics

• Chat response time < 3 seconds
• Zero crashes in 24-hour operation
• User can complete full ADHD support workflow
• All core features accessible from dashboard

Next Steps

1. Fix the chat system (highest priority)
2. Implement simple Claude bypass
3. Add ADHD quick-capture features
4. Clean up architecture

The system is getting close to being truly useful for ADHD support!

[adrianwedd]

🚀 Major Progress Update!

Just Completed (Today):

• ✅ Fixed XSS vulnerability in dashboard (issue 🔒 FIXED: XSS vulnerability in dashboard chat interface #91)
• ✅ Chat system working - Confirmed functional, closed issue 🐛 Action Execution Pipeline Not Working - Intents Recognized but Not Executed #67
• ✅ Jellyfin music fixed - Closed issue 🎵 Jellyfin Music Integration Completely Broken #69
• ✅ Environment variables fixed - Closed issue 🚨 CRITICAL: Environment Variables Not Passing to Music System #68
• ✅ Voice/Calendar endpoints working - Closed issue 🐛 Voice/Calendar endpoints returning 404 - Debug and Fix #89
• ✅ Nudges don't interrupt music - Closed issue 🎵 Link nudges to music system (lower volume during nudges) #86
• ✅ Comprehensive Claude integration added

Current System Status:

🟢 Chat Interface: WORKING
🟢 Music System: PLAYING (Chromecast)
🟢 Voice Assistant: READY (Hey Claude)
🟢 Calendar: INTEGRATED
🟢 Nudges: BROADCASTING (Nest devices)
🟢 Dashboard: SECURE
🟡 Redis: RUNNING (with warnings)

What's Actually Working Now:

• Full chat functionality with ADHD-aware responses
• Music playing on Chromecast with mood selection
• Voice commands with wake word detection
• Calendar integration for events and reminders
• Nest device nudges without interrupting music
• Secure dashboard with no XSS vulnerabilities

Next Priorities:

1. Fix Redis connection warnings (non-critical but annoying)
2. Add ADHD quick-capture features
3. Implement Pomodoro timer with music
4. Create user documentation

The system is now in a fully functional state for core ADHD support features! 🎉