Student guide
Intelligent Revision Engine
Daily Revision Coach guide: due topics, weak-area radar, 45-minute sessions, post-mock recovery, active recall, habit reports, offline packs, and Anki export.
What it is#
The Intelligent Revision Engine is the Daily Revision Coach behind Revision Helper. It answers the student question: “What should I revise right now so I do not lose marks later?” It uses deterministic learning science to choose what is due, weak, high-value, or stale, while AI explains the plan and creates active-recall prompts.
What the Daily Coach home shows#
Due countSubtopics scheduled for revision today.
StreakConsecutive days with completed revision sessions.
Suggested minutesRecommended session length for today's workload.
Marks protectedEstimated marks guarded by revising due/high-risk areas.
Weak-Area RadarRisky subjects/subtopics from retention, attempts, priority, and activity. If none is identified, it says so.
Habit & Mentor ReportHeatmap, weekly minutes, protected marks, nudges, and mentor-ready summary.
Student workflows#
Daily 45-minute revision#
What it isA daily guided revision block that tells the student exactly what to revise today and in what order.
Missing piece for students todayStudents usually have to guess between old chapters, weak topics, notes, examples, and mock mistakes. That creates decision fatigue and passive rereading.
How students benefitThe coach converts revision into one focused study loop where due topics, active recall, topic study actions, confidence, and memory scheduling stay connected.
This is the core open-the-app-and-revise-exactly-what-matters-today loop. Instead of asking you to choose chapters manually, the Daily Revision Coach uses memory state, weak areas, topic priority, mistakes, notes, and activity history to create one focused 30-60 minute study session.
Workflow steps
1
Student opens Revision HelperThis is the Daily Coach home. It shows due count, streak, suggested minutes, marks protected, Weak-Area Radar, and Habit & Mentor Report.
2
Coach prepares today's missionIt checks which subtopics are due or overdue, which topics have low retention, which topics have incorrect attempts, which high-weightage JEE topics need attention, and whether you have ignored theory, examples, notes, or resources.
3
Student taps Start Revision SessionThe system creates a session, usually around 30-60 minutes. The default idea is a balanced 45-minute revision block.
4
Student follows action cards one by oneA session may include concept map review, theory active recall, topper trap or common mistake review, worked example, notes review, incorrect-attempt reattempt, or favourites maintenance.
5
Before opening content, student gets an active recall promptExample: Without looking, explain the key condition for applying Gauss's Law and one common JEE trap. This prevents passive reading.
6
Student completes the actionYou open the linked content, rebuild the concept, review a note, reattempt incorrect attempts, or save the subtopic for maintenance.
7
Student rates confidenceAgain means I could not recall it. Hard means I recalled with difficulty. Good means I understood and recalled well. Easy means I am confident.
8
Memory state updates automaticallyThe system changes the subtopic's retention score, ease factor, next due date, interval days, and consecutive successes or lapses.
9
Student completes the sessionThe summary shows completed actions, minutes logged, protected marks, streak, and tomorrow preview.
The benefit is that revision becomes a repeatable habit loop: Due topic -> active recall -> targeted action -> confidence rating -> memory update -> next session adapts.
Weak-area recovery#
What it isA radar that keeps the riskiest subject and subtopics visible on the Daily Coach home.
Missing piece for students todayStudents often know they are weak somewhere, but they do not know which weakness is most urgent or whether it comes from retention, repeated mistakes, or low practice.
How students benefitThe radar turns vague weakness into a ranked repair target and lets the student start a short micro-cycle immediately.
Workflow steps
1
Step 1Find Weak-Area Radar on the Daily Coach home.
2
Step 2If no weak area is identified yet, the panel says so and suggests baseline revision.
3
Step 3When data exists, the radar ranks risky subjects/subtopics using retention, attempts, priority, and activity.
4
Step 4Start a micro-cycle to repair the highest-risk area through recall, trap review, worked examples, notes, and confidence rating.
Post-mock recovery#
What it isA recovery workflow that starts after a Full Test and turns wrong answers into revision actions.
Missing piece for students todayMock-test review usually stops at checking the score or reading solutions once, so the same mistake can return in the next test.
How students benefitThe student repairs lost marks while the test memory is fresh through mistake diagnosis, worked-example rebuilding, and recovery notes.
Workflow steps
1
Step 1Complete a Full Test.
2
Step 2Use Generate Recovery Session on the results page.
3
Step 3The engine reads incorrect attempts and creates mistake diagnosis, worked-example rebuilding, and recovery-note actions.
4
Step 4Complete the recovery while the mock-test memory is fresh.
Analytics, notes, and offline revision#
What it isA bridge from insights, notes, favourites, and exports into practical revision work.
Missing piece for students todayAnalytics, notes, and saved questions can become separate islands. Students may collect information without converting it into daily action.
How students benefitThe engine brings useful notes and insights back into revision, while offline packs and Anki exports keep weak topics available outside the app.
Workflow steps
1
Step 1Analytics insights can become study actions instead of passive advice.
2
Step 2Formula, mistake, strategy, and key-insight notes can reappear as revision actions.
3
Step 3The Habit panel shows heatmap, protected marks, nudges, and mentor summary.
4
Step 4Download Offline Pack or Anki TSV to revise low-retention topics outside the app.
Study-coach actions#
These are the action cards the Daily Revision Coach can place inside a study session. They are topic/subtopic study actions, not generic PYQ drills.
Explore Concept MapShows prerequisites and connected ideas first, so the student sees where the subtopic fits before reading details.
Revise Theory with Active RecallAsks the student to recall definitions, formulas, conditions, and traps before opening theory, reducing passive reading.
Use Best ResourceSends the student to the most useful explanation or resource when the engine detects a gap in that layer.
Read Topper's Guide InsightHighlights common mistakes, ready-when markers, and exam-facing judgement points for the subtopic.
Solve Worked ExampleLets the student rebuild the method step-by-step before independent practice, which is ideal for fragile concepts.
Reattempt Incorrect AttemptsAppears only when the subtopic has previous incorrect attempts, helping the student repair mistakes after reviewing the concept.
Apply JEE Notes & TipsTurns strategy tips into a short reflection action, so advice becomes a remembered rule or caution.
Check the NotesBrings existing notes back into revision so formulas, mistakes, and strategies do not remain buried in the library.
Create First Revision NoteAppears when no note exists yet, prompting the student to create one durable recall anchor for the subtopic.
Review Saved Subtopic / Save for MaintenanceKeeps important subtopics in the student's maintenance loop through favourites and saved focus areas.
How it helps students#
I do not know what to revise today.The engine selects due and high-ROI topics automatically.
I keep forgetting old chapters.Spaced repetition schedules review before retention collapses.
I read theory but still make mistakes.Active recall, topper traps, worked examples, notes, and incorrect-attempt reattempts force application.
Mock tests only tell me my score.Post-mock recovery converts wrong attempts into targeted repair work.
Analytics is interesting but not actionable.Insight cards can become study actions.
My progress feels invisible.Streaks, heatmaps, protected marks, and mentor summaries make consistency visible.
Expected outcomes#
- More consistent revision because every day starts with one clear action.
- Better retention because future due dates adapt to confidence and lapses.
- Fewer repeated mistakes because wrong attempts trigger recovery loops.
- Better mock-test improvement because lost marks become targeted revision tasks.
- Stronger student and mentor trust because progress is visible and explainable.