Implemented Adaptive Habit Difficulty & Burnout Prevention System

[suryansh24-coder]

📌 Description

Implemented an Adaptive Habit Difficulty & Burnout Prevention System to improve long-term productivity sustainability and provide psychologically supportive habit tracking.

This feature introduces adaptive analytics, burnout detection, fatigue monitoring, consistency scoring, and recovery-focused productivity insights across both backend and frontend.

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🔗 Related Issue

Closes #905

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🛠 Changes Made

Backend

• Extended Routine schema with adaptive analytics fields

• Added:

  • burnout score
  • consistency score
  • fatigue level
  • adaptive difficulty level
  • recovery mode tracking

• Implemented utility functions for:

  • burnout calculation
  • consistency calculation
  • fatigue detection
  • adaptive difficulty scaling

• Integrated adaptive analytics into routineController

• Added adaptive analytics metrics in analyticsController

Frontend

• Added adaptive analytics dashboard cards
• Added burnout monitoring UI
• Added consistency tracking cards
• Added smart recovery insight banner
• Added adaptive recommendation card
• Added dynamic adaptive status badges
• Improved analytics visualization for sustainability insights

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📸 Screenshots (if applicable)

Added screenshots demonstrating:

• Adaptive analytics cards
• Recovery insight banner
• Dynamic adaptive badges
• Recommendation section
• Updated analytics dashboard

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✅ Checklist

• Code runs locally
• Followed project structure
• No console errors
• Properly tested changes
• Linked the issue

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🚀 Notes for Reviewers

This implementation focuses on sustainable productivity and burnout-aware habit tracking. The architecture was designed to remain scalable for future additions such as:

• AI-based productivity coaching
• Mood-aware recommendations
• Adaptive streak flexibility
• Personalized recovery suggestions

[suryansh24-coder]

Hi @aryandas2911👋

Implemented the Adaptive Habit Difficulty & Burnout Prevention System for Issue #905.

✨ Added Features

• Burnout score calculation
• Consistency score analytics
• Fatigue level detection
• Adaptive difficulty scaling
• Recovery mode tracking
• Smart recovery insight banner
• Adaptive recommendation system
• Dynamic sustainability status badges
• Adaptive analytics dashboard cards

🛠 Backend Enhancements

• Extended Routine schema for adaptive analytics
• Added burnout/consistency utility functions
• Integrated adaptive analytics into analytics controller
• Added dynamic adaptive scoring logic

🎨 Frontend Enhancements

• Added adaptive analytics UI cards
• Added burnout monitoring section
• Added smart recovery insights
• Added adaptive recommendation section
• Added dynamic status indicators

Tested locally and ensured existing functionality remains unaffected.

Looking forward to your feedback 🚀

[suryansh24-coder]

Review Reminder @aryandas2911