Phase 20 — AI Personal Tutor

🤖 Phase 20 — AI Personal Tutor

Personalized learning support based on student performance: weak-topic detection, doubt support, step-by-step explanations, study planning and daily practice recommendations.

Tutor Overview Weak Topics Ask a Doubt Study Plan & Practice

Personalized Study Plan

Automatically generated from the demo weak-topic profile.

DayFocusDurationTask
Day 1Organic Chemistry25 minReview core reaction rules and complete 5 targeted questions.
Day 2Mechanics25 minRevise formulas and complete 5 timed concept questions.
Day 3Human Physiology20 minActive recall of weak subtopics followed by 5 questions.
Day 4Mixed Weak Topics30 minComplete a mixed timed set and review every error.
Day 5Revision Check25 minRepeat missed questions and compare accuracy with the previous attempt.

Daily Practice Recommendations

Organic Chemistry Quick Drill

Chemistry · 5 questions

Highest-priority weak topic.

Mechanics Speed Drill

Physics · 5 questions

Improve accuracy while reducing average time.

Human Physiology Recall

Biology · 5 questions

Maintain a stable topic with short active recall.
Phase 20 demo foundation · No WooCommerce dependency · External AI provider is not required for this deterministic demo.
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