Stem with citation
activeStem with citation feeds attempts, mistakes, weak concepts, and scheduled retests.
practiceRoute context: source=/learning-paths
Quiz Generator
Use quiz generator 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.
Builder cockpitGenerate
Practice and repair layer
Quiz Generator is treated as a builder cockpit inside the practice and repair layer. It accepts source, prompt, rubric, or goal, creates draft artifact ready for review, and stays connected to Mistake Notebook, AI Tutor, Weakness Map, Battle Mode.
Input
source, prompt, rubric, or goal
Output
draft artifact ready for review
Creates
quiz attempt
Trace
source, confidence, review
Route job
Compose new learning assets from selected context.
Record model
Quiz Generator draft
Admin handoff
Question-bank QA, scoring rules, and certified deck review live in Admin Mode.
Page actions
Quizzes, flashcards, mocks, battle mode, and reviews share one weakness model so every wrong answer becomes a repair path.
Generate quizCreate questions from any source or weak concept./quiz/generatorReview queueMix due cards, wrong answers, and current affairs./review-queueRepair mistakesConvert misses into explanation, cards, and schedule./mistakesOpen analyticsInspect accuracy by topic and confidence./quiz/analyticsAsk AIOpen connected workflow with this page as context./ai-tutor?context=%2Fquiz%2FgeneratorMake flashcardsOpen connected workflow with this page as context./flashcards?source=%2Fquiz%2Fgenerator
Workflow states
1
2
3
4
5
Controls and data signals
Created records and graph edges
4 connected branchesTest builder surfacedeep custom/quiz/generator
Quiz Generator production UI
A real quiz/test area with source selection, difficulty mix, timer, question preview, and mistake routing.
Question setup
editable shellGenerated question preview
Live mock preview for this exact route, ready for real API wiring.
Option confidence
linkedOption confidence feeds attempts, mistakes, weak concepts, and scheduled retests.
Explanation card
readyExplanation card feeds attempts, mistakes, weak concepts, and scheduled retests.
Quiz Generator records
attempt
/quiz/generator attempt
wrong answer
/quiz/generator wrong answer
scheduled repair
/quiz/generator scheduled repair
Production contract
localStorage state
test-mode API event
admin audit row
canvas graph edge
hand-authored/quiz/generator
Question generation lab
Generate an exam-ready test from source, topic, difficulty, confidence model, and citation policy.
3 inputs
Source mix
notes + current affairs + mistakes
12 questions
Blueprint
MCQ, assertion, case, short answer
needs approval
Review queue
explanation, answer key, citations
Interactive quiz cockpit
Brought forward from the older quiz systems: topic setup, timed mode, question rail, flagging, confidence, hints, explanation, and mistake repair actions.
Question rail5m 00s
2 flagged for review
Topic: Fundamental Rights
single choicemediumsource cited
Which test best explains reasonable restrictions under Fundamental Rights?
After-answer actions
Production handoffattemptlocalStorage + test-mode API
Quiz Generator 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.
Quiz & TestsQuick practice, timed tests, exam simulator, and review.Question BankSearchable questions by source, topic, difficulty, paper, and mistake pattern.Quiz BuilderManually compose quizzes from concepts, notes, papers, and group sets.Quiz ReviewReview wrong answers, confidence, explanations, and source citations.Exam SimulatorFull mock exams with timer, marking scheme, confidence, and readiness report.FlashcardsDue queue, deck review, retention, and source-linked cards.Review QueueOne queue for due cards, weak quiz items, assignments, and current affairs revision.Deck BuilderCreate decks manually or from source, AI, Anki, CSV, or images.
2026-ready capabilities
Adaptive practice engine
Quiz, flashcard, exam simulator, review queue, Anki import, battle, and leaderboard share one weakness model.
Weak-topic polity repair quiz
7 questions, 58% last score, concepts: Fundamental Rights, Federalism.
Daily current affairs 3-question drill
3 questions, 67% last score, concepts: Fiscal policy, Governance.
Mistake and review intelligence
Wrong answers become explanations, cards, scheduled reviews, AI tutor prompts, and concept mastery signals.
Attempt 58%
Wrong concepts: Fundamental Rights.
Attempt 67%
Wrong concepts: Fiscal policy.