Adaptive Study Intelligence
Everything you need to excel.

A complete suite of AI-driven tools — from cognitive load analysis and procrastination detection to LLM-powered recommendations that turn into real study plans with one click.

Smart Study Planner
Build daily study plans with Morning / Afternoon / Evening / Night slots, optional start & end times, difficulty tagging, and subject color coding. The database enforces overlap-free scheduling.
Session Logger
Record exactly what happened — focus level, fatigue, distraction types (Phone, Noise, Social Media, etc.), and reflections. Every log auto-triggers the AI engine for real-time analysis.
AI Insights Engine
A 4-node LangGraph pipeline computes 8 cross-dimensional patterns — planning accuracy, fatigue curves, deep work ratio, and more — before sending them to Groq LLaMA 3.3 70B for evidence-based, non-generic recommendations.
Insight → Action Loop
AI recommendations include structured plan suggestions. Click "Add to Plan" to convert an insight into an actual study schedule entry — closing the loop between analysis and action in one click.
Deep Analytics
Multi-tab dashboard with Planned vs Actual charts, Subject Priority Matrix, Focus by Day, a 4-week Activity Heatmap, and Efficiency by Weekday. Plus a 3-3-3 Weekly Digest (3 Wins, 3 Issues, 3 Actions) exportable as PDF.
Burnout & Wellness Monitor
Daily wellness check-in captures 8 neuro-cognitive signals (sleep, energy, stress, mood, exercise, meals, screen time) to compute a Readiness Score. Burnout risk is classified from a 7-session fatigue-consistency-focus blend.
Procrastination Tracker
A PostgreSQL view automatically detects skipped (no log) and abandoned (<50% target) sessions. Dashboard shows procrastination score, risk level, and skipped counts by subject with start-delay analysis.
Knowledge Vault
Paste study notes and AI generates flashcard Q&A pairs. Enter Active Recall Test mode to flip cards one at a time, rate confidence 1–5, and track response time per card for weak-topic analysis.
Streaks & Gamification
Daily study streaks, goal ring progress visualization, stat cards with week-over-week deltas, and exam readiness tracking — turning every session into measurable progress toward your target.
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