Why missed
activeWhy missed feeds attempts, mistakes, weak concepts, and scheduled retests.
progressRoute context: No route context passed yet.
Weakness Map
Use weakness map as part of the connected study OS.
12
Connected items
5
Ready actions
2
Needs review
Page context
Module state, route, primary action, and data handoff for this workflow.
Repair cockpitReview
Action analytics layer
Weakness Map is treated as a repair cockpit inside the action analytics layer. It accepts attempt, card rating, or rubric note, creates weakness repair packet, and stays connected to Schedule, AI Study Planner, Mistake Notebook, Admin Monitoring.
Input
attempt, card rating, or rubric note
Output
weakness repair packet
Creates
readiness forecast
Trace
source, confidence, review
Route job
Turn misses and weak signals into a scheduled recovery plan.
Record model
Weakness Map repair
Admin handoff
Monitoring, QA, and analytics providers track route health and learning outcomes.
Page actions
Analytics, reports, statistics, weakness map, forecasts, and performance checks end in concrete next actions.
Open analyticsSee readiness, retention, and study velocity./analyticsBuild reportCreate mentor, weekly, course, or institution report./report-builderRepair weaknessOpen concepts with the highest risk./weakness-mapForecast retentionSee due load and forgetting risk./flashcards/analyticsAsk AIOpen connected workflow with this page as context./ai-tutor?context=%2Fweakness-mapMake flashcardsOpen connected workflow with this page as context./flashcards?source=%2Fweakness-map
Workflow states
1
2
3
4
5
Controls and data signals
Created records and graph edges
4 connected branchesRepair lane surfacedeep custom/weakness-map
Weakness Map production UI
Wrong answers, low-confidence cards, and rubric feedback become a guided fix-and-retest workflow.
Weakness evidence
editable shellMistake notebook item
Live mock preview for this exact route, ready for real API wiring.
Correct idea
linkedCorrect idea feeds attempts, mistakes, weak concepts, and scheduled retests.
Memory hook
readyMemory hook feeds attempts, mistakes, weak concepts, and scheduled retests.
Weakness Map records
weakness
/weakness-map weakness
card
/weakness-map card
calendar block
/weakness-map calendar block
Production contract
localStorage state
test-mode API event
admin audit row
canvas graph edge
hand-authored/weakness-map
Weakness map
Concept weaknesses, evidence, source roots, repair steps, and schedule blocks are mapped visually.
2 high
Concepts
rights and memoization
linked
Evidence
attempts and cards
ready
Repair
cards, quiz, tutor
Action-first analytics
Readiness, retention forecast, weak-area map, study heatmap, report builder, and mentor sharing end in next actions.
Fundamental Rights: Review 8 cards and take a remedial quiz.
Memoization: Read note, profile sample component, then retest.
UPSC Prelims 2026: 74% readiness
Frontend Interview Loop: 61% readiness
Production handofflearningReportlocalStorage + test-mode API
Weakness Map operations
User actions create auditable records, connect to admin review, and route generated work into canvas, schedule, AI, and portfolio branches.
Generated records
Tester actions
Related workflows
A compact set of nearby pages. Use command search or the sidebar for the full route list.
AnalyticsLearning dashboard with next actions.Progress HomeSingle progress hub for course, retention, exams, assignments, and career proof.Advanced AnalyticsForecast readiness, burnout risk, forgetting risk, and topic velocity.ReportsWeekly, course, exam, and mentor-ready reports.StatisticsStudy time, retention, accuracy, and velocity.Flashcard AnalyticsRetention forecast and due load.Quiz AnalyticsAccuracy by topic, difficulty, and confidence.Optimization HubPerformance and learning optimization hub from the larger Next reference.
2026-ready capabilities
Action-first analytics
Readiness, retention, heatmaps, assignment performance, and topic velocity end with concrete next actions.
Fundamental Rights
Missed 4 of 7 questions across two attempts. Review 8 cards and take a remedial quiz.
Memoization
Low confidence in flashcard reviews. Read note, profile sample component, then retest.
Exam and concept forecast
Concept mastery, exam date, syllabus coverage, and forgetting risk combine into adaptive recommendations.
Fundamental Rights
46% mastery; 34 linked questions.
Memoization
63% mastery; 18 linked questions.
Fiscal federalism
58% mastery; 12 linked questions.
UPSC Prelims 2026
64% syllabus; 74% readiness.
Frontend Interview Loop
48% syllabus; 61% readiness.