Module 4 — Build Your AI Study Mentor
You will build a complete AI-powered study system using Claude — a personalized study
planner, smart revision scheduler, MCQ generator, and weakness analyzer. This is your first AI
system that learns the student's needs and adapts over time using memory systems and persona
prompting.
What You Build
4-Tool AI System
Study planner + Revision scheduler + MCQ
generator + Weakness analyzer — one complete mentor.
What You Learn
3 Core Concepts
Persona prompting, memory systems, and
educational workflow design — the foundation of AI tutoring.
Time to Complete
3–4 Hours
5 build steps, 4 live tools to build and test,
10-question quiz, and a downloadable certificate.
XP Available
1,200+ XP
Steps, concepts, quiz, checklist items, and tool
usage all earn XP toward your certificate.
What You Will Build — The 4 Study Tools
Tool 1
Study Planner
Generates a day-by-day personalized study
schedule based on subject, exam date, and daily hours available.
Tool 2
Revision Planner
Creates spaced repetition revision sessions
using the Ebbinghaus Forgetting Curve — review at day 1, 3, 7, 14, 30.
Tool 3
MCQ Generator
Generates exam-standard multiple-choice
questions from any topic, with difficulty levels and full explanations.
Tool 4
Weakness Analyzer
Diagnoses topic-level weaknesses from wrong
answers and builds a targeted improvement plan.
Minimum to Certify: Complete 5 build steps + score 6/10 on the quiz +
use all 4 study tools at least once. The certificate rewards genuine engagement — not memorization.
3 Concepts Behind Your AI Study Mentor
Before you build the tools, you need to understand why they work. These 3 concepts are
the backbone of every effective AI tutoring system — from Duolingo to Khan Academy AI.
The Memory System Architecture
Claude has no
persistent memory between conversations by default. To build a study mentor that remembers your
student, you must explicitly inject their profile into every prompt. This is called context injection — and it is how all production AI
tutors work.
Stateless (Forgets Everything)
Session 1: "What is photosynthesis?"
Session 2: "Explain it again"
— AI treats every session as the first meeting. No continuity. No personalization.
Memory-Injected (Remembers Student)
[STUDENT PROFILE]
Name: Arjun
Exam: NEET 2025 (90 days)
Weak topics: Organic Chemistry, Cell Division
Strong topics: Physics Mechanics, Inorganic Chemistry
Preferred style: Conceptual first, then numerical examples
Last session: Completed Cell Respiration — struggled with ATP synthesis
[NOW CONTINUE TEACHING]
Today: Start Photosynthesis with a conceptual bridge from Cell Respiration
The key insight: You are not storing memory inside Claude —
you are storing the student's profile in your own system (a text file, a database, even a
notepad) and pasting it at the start of every session. Claude then has perfect recall for that
session.
Build Your AI Study Mentor — 5 Steps
Follow each step in order. Every step builds on the previous one. By Step 5, you will
have a fully working AI mentor system you can use with any student or for your own studies.
Your 4 Live Study Tools
These tools generate real prompts you can copy and paste directly into Claude. Each
tool uses the concepts from this module — persona prompting, memory injection, and educational
workflow design. Use each tool at least once to qualify for your certificate.
Study Planner
Generate a personalized day-by-day study schedule
Subject / Exam
Days Until Exam
Daily Study Hours Available
Current Level
Weak Topics (comma separated)
Revision Planner
Spaced repetition schedule using the Ebbinghaus Forgetting Curve
Ebbinghaus Forgetting Curve: Without
revision, you forget 70% of new information within 24 hours. Spaced repetition forces review at
day 1, 3, 7, 14, and 30 — at each point you forget less and retain more permanently.
Topics Studied Today
Exam Date
Confidence Level for These Topics
Preferred Revision Format
MCQ Generator
Generate exam-standard multiple choice questions with explanations
Topic
Exam Standard
Number of Questions
Difficulty
Weakness Analyzer
Diagnose topic gaps from wrong answers and build a targeted
improvement plan
Subject / Exam
Questions You Got Wrong (paste or type topic names)
Days Until Exam
Daily Time for Weak Topics
Tools Used: 0/4 — Use all 4 tools to unlock your certificate eligibility. Each
tool generates a prompt you copy into Claude to get your actual study plan.
Debug & Upgrade Your Study Mentor Prompts
When Claude gives you a disappointing output from your study prompts, it is almost
always fixable. Here are the 6 most common failures and the exact prompts to resolve each one.
Problem 01
Study plan is too generic — same for everyone
Claude made a standard
3-topic-per-day schedule that ignores your weak areas and exam pattern.
My study plan is too generic. Rebuild it with full personalization:
1. Allocate 60% of daily time to my 3 weakest topics: [list them]
2. Follow the actual exam pattern — for [exam name], questions from [topic X] are
worth 30% of paper. Weight my schedule accordingly.
3. Add a 15-minute daily "consolidation slot" to review previous day's notes
4. Flag the 5 highest-yield topics (most questions in exam) and ensure they appear
every 4 days
5. Include a mock test day every 7 days with no new learning — only practice papers
Show me the revised 2-week schedule in a table: Day | Topics | Duration | Type
(Learn/Revise/Test)
Problem 02
MCQs are too easy — all options are obvious
Claude made questions where
you can guess the answer without knowing the topic.
These MCQs are too easy. The wrong options are obviously wrong.
Regenerate with real distractors:
For each question, the wrong options must:
1. Be plausible to a student who partially understands the topic — not obviously
incorrect
2. Target specific misconceptions (e.g. confusing mitosis with meiosis stages)
3. Include at least one distractor that is true for a related concept but wrong here
4. Use numbers/values that are close to the correct answer (not wildly different)
Also: increase difficulty by asking about exceptions, NOT the general rule. Students
who only memorized basics will get these wrong.
Regenerate the same [X] questions with these constraints.
Problem 03
Explanation is too long — reads like a textbook
Claude gave you a 400-word
explanation when you needed a 2-minute revision note.
This explanation is too long for revision. Rewrite it as a 2-minute
revision note:
STRICT CONSTRAINTS:
- Maximum 5 bullet points
- Each bullet maximum 15 words
- First bullet: the core concept in one sentence
- Second bullet: why it matters / what it causes
- Third bullet: the most common exam question pattern for this topic
- Fourth bullet: the most common mistake students make
- Fifth bullet: one memory trick or mnemonic if applicable
NO introductory sentences. NO "In summary." Start directly with bullet 1.
Problem 04
Weakness analysis does not prioritize correctly
All weaknesses are treated
equally when some matter far more for the exam than others.
Re-prioritize my weakness analysis using two axes, not one:
Axis 1 — EXAM WEIGHTAGE: How many marks / questions does this topic carry in [exam
name]?
Axis 2 — IMPROVEMENT SPEED: How quickly can a focused 1-week effort close this gap?
(Fast / Medium / Slow)
Create a 2x2 priority matrix:
- HIGH weightage + FAST improvement = Fix this FIRST (spend 40% of weak-topic time
here)
- HIGH weightage + SLOW improvement = Fix SECOND (steady daily effort)
- LOW weightage + FAST improvement = Fix THIRD (quick wins)
- LOW weightage + SLOW improvement = Deprioritize (accept partial understanding)
Give me this matrix with my specific topics placed in it, then a revised daily time
allocation.
Problem 05
Revision schedule ignores how close the exam is
Claude built a 30-day
spaced repetition plan when your exam is in 8 days.
My exam is in [X] days. The standard spaced repetition intervals do
not apply. Rebuild the revision schedule for exam crunch mode:
CRUNCH MODE RULES (exam in under 14 days):
1. No new topics after Day [X-3] — revision only from that point
2. Compress spaced repetition: review critical topics every 2 days instead of 1-3-7
3. Day [X-1]: Only revision of formulas, definitions, high-frequency questions — no
conceptual learning
4. Day [X]: 2-hour light review of your personal "error log" — topics you got wrong
in mocks — then stop. Rest.
Apply these rules to my specific topic list: [list topics]
Output: Hour-by-hour schedule for the last [X] days before my exam.
Problem 06
The AI mentor sounds robotic — not like a real
tutor
The output is technically
correct but clinical and demotivating to read.
Your output sounds like a textbook, not a tutor. Rewrite with a
mentor voice:
PERSONA: You are the student's favorite teacher — the one who believed in them when
no one else did. You are direct, warm, and specific. You never say "great job"
without explaining why. You never say "you should" without saying exactly what to
do.
VOICE RULES:
1. Address the student by name (use: [student name])
2. Start with one sentence acknowledging where they are right now (not false praise)
3. Give specific instructions, not general advice
4. When you say something will be hard, say why and then say you will get through it
5. End with one concrete action to take in the next 10 minutes
Rewrite the output with this voice. Same information, completely different feel.
Final Quiz — 10 Questions
Test your understanding of persona prompting, memory systems, and educational workflow
design. You need 6 or more correct answers to qualify for your certificate. Each correct answer
earns 40 XP.
0
Correct
Your Progress
Answer all 10 questions. After 6 are answered
you can submit. Each question shows the explanation immediately so you learn as you go.
Deploy Your AI Study Mentor
Your study mentor system is built and tested. Now package it for your GitHub portfolio and share it on LinkedIn.
GitHub Portfolio
Create a GitHub repository for your AI Study Mentor. Use this structure:
README.md
Project overview with screenshots and setup guide
prompts/
All 4 tool prompts as individual .md files
student-profile-template.md
Reusable student profile template
claude-project-setup.md
Claude Project system prompt and setup instructions
Generate Your README
Your Name
Target Exam / Subject
Certificate of Completion
Complete all requirements to unlock your certificate. Enter your name, then download
as JPG or PDF.
Your Progress
0/5
Build Steps
0/10
Quiz Score
0/4
Tools Used
Locked
Certificate