Updated documentation.

documentation/todo/phase_three.md

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+# Phase 3: User Goal Planner Extension
+**Timeline: Weeks 11-16**
+
+This phase focuses on implementing the User Goal Planner extension for short, medium, and long-term goal setting and tracking.
+
+## Week 11-12: Goal Planning Foundation
+
+### Goal Management System
+- [ ] Design goal data structure and schema
+- [ ] Implement goal creation interface
+- [ ] Develop goal editing and updating
+- [ ] Create goal deletion and archiving
+- [ ] Build goal categorization system
+
+### Goal Categorization
+- [ ] Implement short/medium/long-term categorization
+- [ ] Create custom category management
+- [ ] Develop goal tagging system
+- [ ] Build goal filtering and sorting
+- [ ] Design goal priority system
+
+### Progress Tracking
+- [ ] Implement progress percentage calculation
+- [ ] Create milestone tracking system
+- [ ] Develop goal status states (not started, in progress, completed, etc.)
+- [ ] Build progress history and trends
+- [ ] Design progress visualization indicators
+
+### Milestone Management
+- [ ] Create milestone creation interface
+- [ ] Implement milestone dependencies
+- [ ] Develop milestone completion tracking
+- [ ] Build milestone notification system
+- [ ] Design milestone adjustment capabilities
+
+## Week 13-14: Goal Visualization and Analytics
+
+### Progress Visualization
+- [ ] Design and implement progress charts
+- [ ] Create goal completion timelines
+- [ ] Develop milestone visualization
+- [ ] Build category-based progress views
+- [ ] Implement comparison to planned schedule
+
+### Goal Timeline View
+- [ ] Create visual timeline interface
+- [ ] Implement goal placement on timeline
+- [ ] Develop timeline zooming and navigation
+- [ ] Build timeline filtering by category
+- [ ] Design timeline export capabilities
+
+### Analytics Implementation
+- [ ] Create goal completion rate analytics
+- [ ] Implement trending and patterns analysis
+- [ ] Develop time-to-completion statistics
+- [ ] Build category performance metrics
+- [ ] Design personal productivity insights
+
+### Notification System
+- [ ] Implement goal deadline notifications
+- [ ] Create milestone approach alerts
+- [ ] Develop progress update reminders
+- [ ] Build achievement celebration notifications
+- [ ] Design notification preference management
+
+## Week 15-16: AI-Enhanced Goal Planning
+
+### AI Goal Recommendations
+- [ ] Integrate AI for goal suggestions
+- [ ] Implement personalized goal recommendations
+- [ ] Create goal difficulty estimation
+- [ ] Build realistic timeline suggestions
+- [ ] Develop goal balancing across categories
+
+### Actionable Steps Generation
+- [ ] Implement AI-assisted step generation
+- [ ] Create step sequencing and dependencies
+- [ ] Develop step effort estimation
+- [ ] Build step completion tracking
+- [ ] Design step adjustment capabilities
+
+### Adaptive Goal Adjustment
+- [ ] Implement progress-based goal adjustment
+- [ ] Create adaptive milestone management
+- [ ] Develop deadline renegotiation system
+- [ ] Build goal scope refinement
+- [ ] Design intelligent priority shifting
+
+### Goal Prioritization
+- [ ] Implement AI-assisted prioritization
+- [ ] Create impact vs. effort analysis
+- [ ] Develop deadline-based prioritization
+- [ ] Build category balancing algorithm
+- [ ] Design dependency-aware prioritization
+
+### AI Chat Integration
+- [ ] Implement conversational goal management
+- [ ] Create natural language goal creation
+- [ ] Develop chat-based progress updates
+- [ ] Build goal inquiry and reporting via chat
+- [ ] Design AI coaching conversations for goals
+
+## Final Deliverables Checklist
+
+### Goal Planning System
+- [ ] Goal creation and management works smoothly
+- [ ] Short/medium/long-term categorization functions correctly
+- [ ] Progress tracking provides accurate information
+- [ ] Milestones can be created and managed effectively
+- [ ] Goals can be categorized and prioritized
+
+### Visualization and Analytics
+- [ ] Progress visualization is clear and informative
+- [ ] Timeline view shows goals in chronological order
+- [ ] Analytics provide useful insights
+- [ ] Notifications are timely and relevant
+- [ ] Reports can be generated and exported
+
+### AI Enhancement
+- [ ] AI recommendations are helpful and relevant
+- [ ] Step generation creates actionable plans
+- [ ] Goal adjustments adapt to changing circumstances
+- [ ] Prioritization helps users focus on important goals
+- [ ] Chat integration allows natural interaction with goals
+
+### Documentation
+- [ ] Goal Planner usage is clearly documented
+- [ ] AI features are explained with examples
+- [ ] Integration with other extensions is described
+- [ ] Best practices for goal setting are included
+- [ ] Export and backup procedures are documented
+
+## Development Standards
+- Create comprehensive tests for goal tracking logic
+- Ensure goal data is stored securely
+- Document all goal-related interfaces
+- Optimize visualization for performance
+- Create meaningful AI training for goal recommendations
+- Test with various goal scenarios and timeframes