Tutorials

Master CalcuMentor

Comprehensive guides for students, teachers, and admins. Learn handwriting recognition, AI tutoring, canvas tools, class management, and more.

Production hookup: export tutorial videos as *.mp4 and place them in website/public/tutorials/. Cards with mapped files will auto-show playable video.

AI Tutor

Expected asset: website/public/tutorials/CM_L1_NoJudgment_v1.mp4

Playbook mapping: L1 / Script G

No Judgment: Wrong Answers Are a Start

Show students that mistakes are expected. The tutor gives a supportive next step so they keep moving.

Steps:

  1. Record an uncertain first attempt on one short algebra problem
  2. Tap Check once
  3. Capture the first supportive AI nudge line
  4. Show one corrected next line
  5. End with a short CTA card: Learn without fear
Basics

Expected asset: website/public/tutorials/CM_L2_StartingPoint_v1.mp4

Playbook mapping: L2 / Script F

Getting Started with CalcuMentor

Sign in with Google, browse the course catalog, and unlock courses with the Math Pass or individual purchases.

Steps:

  1. Download the CalcuMentor app from the App Store (iOS) or access via web
  2. Sign in with Google
  3. Browse the course catalog and select your course
  4. Unlock courses with the Math Pass ($14.99/mo) or individual purchase
  5. Start solving problems with AI tutoring
Basics
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Mastering Handwriting Recognition

Write mathematical expressions naturally on the canvas. Our MathPix-powered recognition converts your handwriting to LaTeX in real-time.

Tips:

  • Write clearly with good spacing between symbols
  • Use separate lines for different expressions
  • For fractions, write numerator above denominator with clear separation
  • Avoid cramped or overlapping characters
  • Use standard mathematical notation (×, ÷, √, ∫, etc.)
  • The system auto-improves recognition over time
AI Tutor

Expected asset: website/public/tutorials/CM_L3_HintNotAnswer_v1.mp4

Playbook mapping: L3 / Script B

Four Ways to Get Help

Tap a button anytime you're stuck. The AI adapts to your level—from a gentle nudge to detailed explanations.

Hint Levels:

1. Get me started
Not sure how to begin? Get help identifying what you know and writing your first step.
2. Give me a hint
See a similar problem worked out completely, then return to solve yours.
3. Evaluate my attempt
Submit your work and get feedback on errors, misconceptions, and reasoning.
4. Tell me more
Need deeper explanation? Get more detailed guidance on the concepts and approach.
Canvas Tools
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Canvas Modes: Scratch vs Graph

Switch between Scratch mode for freehand work and Graph mode for precise geometric shapes, diagrams, and coordinate plots.

Features:

  • Scratch Mode: Freehand drawing for writing equations and working through problems
  • Graph Mode: Draw circles, rectangles, lines, and coordinate axes with precision
  • Color picker for multi-color annotations
  • Undo/Redo stacks for both modes
  • Grid overlay toggle for alignment
  • Eraser tool and clear canvas option
AI Tutor

Expected asset: website/public/tutorials/CM_L4_FriendlyNudge_v1.mp4

Playbook mapping: L4 / S03

Using the AI Chat Panel

Ask questions, request hints, and get Socratic feedback. The AI tutor guides you without giving away answers.

Examples:

"I don't know where to start" → AI suggests identifying knowns/unknowns
"Is this correct?" → AI checks your work and points out conceptual errors
"Give me a hint" → AI provides a strategic nudge
"Explain this concept" → AI breaks down the underlying principle
"Show a similar example" → AI works through a parallel problem
For Teachers
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Teacher: Creating & Managing Classes

Create classes, generate join codes, assign problems, and track student progress with detailed analytics.

Workflow:

  1. Switch to Teacher role in the app
  2. Create a new class with a name and description
  3. Share the 6-character join code with students
  4. Assign specific chapters and problems
  5. Monitor student attempts, completion rates, and common misconceptions
  6. View conversation transcripts to understand student thinking
  7. Access the analytics dashboard for class-wide insights
For Students
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Student: Joining Classes & Assignments

Enter a class code from your teacher to access assigned problems and track your progress.

Steps:

  1. Get the 6-character class code from your teacher
  2. In the app, navigate to "Join Class"
  3. Enter the class code and confirm
  4. View assigned problems in the class dashboard
  5. Complete problems to unlock progress tracking
  6. See your teacher's feedback and recommendations
AI Tutor
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Reviewing Conversation History

Access past AI tutor conversations to review feedback, revisit hints, and track your learning journey.

Features:

  • View all past conversations organized by problem
  • Review the hints you received and your responses
  • See misconception tags identified by the AI
  • Export conversation transcripts (teachers)
  • Resume interrupted conversations
  • Search conversations by topic or keyword
Basics

Expected asset: website/public/tutorials/CM_L5_LearningLoop_v1.mp4

Playbook mapping: L5 / Script C

Understanding Problem Evaluation

Learn how CalcuMentor evaluates your solutions using GPT-4 powered mathematical reasoning.

How it works:

  1. Your handwritten work is converted to LaTeX via MathPix
  2. GPT-4 compares your solution to the expected answer
  3. The system checks for mathematical equivalence (not just string matching)
  4. You receive a confidence score and detailed feedback
  5. Common mistakes are tagged (e.g., "sign error", "forgot constant")
  6. Partial credit is awarded for correct steps
Advanced
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LaTeX Rendering in Responses

All mathematical expressions are rendered beautifully using LaTeX for clarity and precision.

Examples:

Inline math: $f(x) = x^2 + 3x - 5$
Displayed equations: $$\int_0^1 x^2 \, dx = \frac{1}{3}$$
Fractions, limits, derivatives, integrals all render perfectly
Copy LaTeX code for use in other tools
Toggle between LaTeX source and rendered view
For Teachers
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Analytics Dashboard (Teachers & Admins)

Track student engagement, problem completion, common errors, and learning trends with powerful analytics.

Metrics tracked:

  • Student attempt counts and success rates
  • Average time per problem
  • Most common misconceptions
  • Hint usage patterns
  • Class-wide performance trends
  • Individual student progress reports
  • Standards coverage tracking
Basics
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Courses & Subscription Options

Choose between individual course purchases or the Math Pass for unlimited access.

Options:

  • Math Pass: $14.99/month for all courses (recommended)
  • Individual course purchases: One-time payment per course
  • iOS: Purchase via RevenueCat in-app purchases
  • Web: Purchase via Stripe checkout
  • Class enrollment: Free access to assigned courses via teacher
  • Promo codes: Redeem for trials or discounts

Ready to get started?

Sign in to CalcuMentor and start learning with AI-powered Socratic tutoring.

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