AIRForge
JEE Main + Advanced • Physics • Chemistry • Mathematics
Plan. Practice. Diagnose. Master JEE.
AIRForge keeps the parts of serious preparation that usually live in separate tabs—daily planning, PYQs, difficult practice, mistakes, revision and progress—in one workspace. Use it with your coaching, books and notes.
🎯 Today's Mission
⏱️ Focus Timer
🧭 Start Fast
Tip: do not open all three at once. Pick one target and finish the session.
📌 Daily completion
🧭 The AIRForge study loop
Study with a system, not a pile of tabs.
AIRForge is a single-workspace study tool built around the way JEE preparation actually happens: learn something, try problems, find what went wrong, revisit it and test it again. The AI layer observes your work and recommends next actions, while the final choice always stays with you.
Use the platform alongside your coaching, books, official resources and your own notes. It is a control room for your preparation—not a replacement for them.
🎯 Core principle
Evidence over guesswork.
Mastery signals are built from attempts, accuracy, Advanced performance, errors, revision activity and completed work rather than a single self-declared checkbox.
Student choice stays primary.
The AI can suggest a chapter, review or retry, but it does not silently change your study plan.
🧭 Recommended workflow
AIRForge is designed to support disciplined preparation without turning study into an endless feed. Finish sessions, record evidence, and come back to weak areas deliberately.
📖 PYQ Bank
MARKS-style chapter-wise PYQ workflow: select exam, subject, chapter, year and type, then launch the appropriate subject practice engine or official paper source.
Selected set
📌 Workflow
2. Mark uncertain
3. Review solution
4. Add important/error questions to Notebook
📈 Track it
🎮 Quiz Mode
Fast MARKS-style quiz sessions with chapter, difficulty and question-type controls. Use this for rapid recall or a short mixed drill.
Current quiz
🧾 Formula Cards
Rapid-review cards for high-frequency formulas. Add your own cards when a coaching sheet exposes a repeated trap.
Add formula card
Quick formula deck
🔖 Notebook & Bookmarks
Save important questions, traps, alternate methods and “must-see-again” items. This mirrors the notebook/bookmark workflow documented for MARKS.
Saved notebook
🏁 Daily Practice Challenge
One focused challenge each day. The challenge is designed to be completed, reviewed and logged rather than left as an endless feed.
Today's target
Goal
Choose a realistic target you can execute alongside coaching.
Rules
🗓️ Adaptive Planner
Build a practical day around your coaching/school hours. Keep targets small enough to execute and let the error/revision systems decide what needs attention next.
Add a task
Auto-session recipe
Today's queue
| Done | Subject | Type | Target | Minutes |
|---|
🤖 AI Mastery Detector
The academy now decides mastery from evidence instead of asking you to declare it. It combines actual subject-engine attempts, accuracy, Advanced performance, revision history, error history, completed tasks and recency. Manual syllabus checks are treated only as supporting evidence.
🧠 AI decision rules
🎯 Next-best-action queue
📊 Automatic chapter map
🔄 Evidence stream
Practice a question in any subject engine. When that engine reports the result, the mastery detector updates automatically.
✅ Syllabus Map
The AI Mastery Detector is now the primary decision-maker. This map remains available for coverage planning and optional manual overrides.
🧪 Test Lab & Blueprint Generator
Generate a structured test plan before opening the relevant subject engine. Use the blueprint to control difficulty, question mix and time instead of solving randomly.
Generated blueprint
🔁 Spaced Revision Queue
Every review is evidence-based: recall first, then check. Increase the interval when you can reproduce the idea cleanly; reset it when you fail.
Add revision item
Interval ladder
A failed recall returns the item to a shorter interval.
Due / upcoming
🧠 Error Book
Don't record only the question. Record the failure mode. The goal is to prevent the same mistake from surviving three revisions.
Log a mistake
One-minute post-test audit
Recent errors
📊 Performance Analytics
The hub measures execution data stored on this device. It does not estimate an external rank or guarantee an exam outcome.
Subject mastery
Error distribution
Execution dashboard
| Daily subject checks | 0 / 4 |
| Revision queue due | 0 |
| Planner tasks completed today | 0 / 0 |
| Current mission | — |
🔥 Advanced Library & Problem Forge
High-difficulty resources are organized as a progression: JEE Advanced PYQs → advanced problem books → original multi-concept problems. The book entries link to legitimate publisher/library pages; the site does not reproduce copyrighted book questions.
📚 Advanced book shelf
🧨 Original Advanced Problem Forge
These are newly authored problems for this academy, inspired by general JEE/Olympiad problem-solving patterns—not copied from Irodov, Pathfinder, coaching sheets, or PYQs.
🏛️ Official PYQ vault
Use the official archives for authentic PYQs. The academy can track which years/chapters you completed, but it should not redistribute full copyrighted papers.
🔐 Licensed Content Vault
Use this private browser vault for copies and question banks that you are licensed or authorized to use. Files stay in this browser; they are not uploaded to this GitHub site.
📄 Add a licensed book / PDF
Select a file from your device. PDFs can be reopened locally; JSON/CSV/TXT are also accepted for personal study material.
🧩 Import a licensed question bank
Authorized question packs can be imported as JSON and searched inside this browser.
📚 My licensed files
🔎 Imported question bank
🧬 Knowledge Atlas
Every chapter gets separate Formulae · Laws/Principles · Assumptions · Graphs/Diagrams · Traps. Use this as a fast visual recall layer before difficult questions.
Choose a chapter
🖼️ Visual model
📚 Whole-syllabus visual index
📚 Resource Vault
Use official exam sources for the rules and papers. The subject engines provide the learning/practice layer; this page keeps authoritative links in one place.
JEE Advanced — official
Past question papers, resources, official announcements and brochures.
JEE Main — official
Use NTA's site for syllabus, documents, question papers and current notices.
📖 Your study stack
Use books as depth/practice layers around your coaching material rather than trying to finish everything at once.
🗂️ Study Vault
Keep the small pieces that normally get lost between coaching sheets: flashcards, personal notes and mock-test results.
🧠 Flashcard Forge
📝 Notes
📈 Mock Result Logger
Flashcards
Notes
Mock history
⚙️ Personal Settings
Set your planning assumptions. The app stores these only in this browser.
Reset removes command-center data from this browser, including tasks, syllabus checks, revision items, errors, flashcards, notes and mock logs. Subject-engine data may have separate localStorage keys.
Keyboard shortcuts
⏱️ Exam Mode
Use a distraction-free timer and a deliberate section strategy. The 3-hour paper timer is a planning tool; re-check the official year-specific instructions before an actual exam.
3-hour Paper Simulator
Record your score, positives, negatives, skipped questions and error types in your regular error log after the paper.