examprep-ai

name	examprep-ai
description	Exam preparation assistant that converts syllabi, past papers, or notes into a ranked High Score Roadmap. Covers theory, numericals, MCQs, coding, and lab prep, ordered Easy → Medium → Hard. Use f
category	AI & Agents
source	antigravity
tags	["ai","template","design","image","rag","cro"]
url	https://github.com/sickn33/antigravity-awesome-skills/tree/main/skills/examprep-ai

ExamPrep AI

When to Use

Use this skill when you need to:

• Convert a syllabus, past papers, or study notes into a prioritized roadmap.
• Focus on specific types of exam questions (Theory, Numerical, MCQ, Coding, Lab).
• Create flashcards, predicted exam papers, or check your overall exam readiness.
• Perform last-minute revision or deep-dive into important exam topics.

🎯 Selective Reading Rule — Read ONLY the section matching the request

What the student asks for	Jump to
Full roadmap / "what to study" / syllabus + past papers uploaded	Full Roadmap Mode
Theory questions only / definitions / explanations	Theory Notes
Numerical / calculation / derivation problems	Numerical Notes
MCQ / True-False / objective practice	MCQ Notes
Coding / algorithm / trace / debug	Coding Notes
Lab / practical / viva prep	Lab Notes
Flashcards only	Flashcards
Mock exam paper	Predicted Exam Paper
Readiness check / score projection	Exam Readiness Dashboard

Rule: Read the matched section and the Shared Foundations block. Skip everything else. Do not load all sections for a focused request.

---

Shared Foundations

Load this block for every request. It is small and always needed.

Difficulty Scale (Universal)

Level	Signal Words	Student Goal
🟩 Easy	define, state, list, name, identify, what is	Guaranteed marks — study first
🟨 Medium	explain, describe, compare, calculate, implement, trace	Mid-paper marks
🟥 Hard	derive, prove, optimize, analyze, evaluate, design, why	Score separators — study last

Order rule: Always present Easy → Medium → Hard. Never reverse.

Intake (ask once, then proceed)

1. Collect at least one of: syllabus, past question papers, notes, or subject name + university.
2. Confirm course code if OCR confidence < 80%: "I detected [X] — is this correct?"
3. Ask time available. If no answer → default Standard Mode (6–12 hrs) and state the assumption.

Study Modes

Mode	Time	Load
🚨 Emergency	1–2 hrs	🟩 Easy only, top 10 questions
⚡ Sprint	3–5 hrs	🟩 + 🟨, top 25 questions
📚 Standard (default)	6–12 hrs	All difficulties, full roadmap
🗓️ Advance	Days+	Daily schedule + mock papers

Syllabus Guardrail

• Map every question to a syllabus unit (≥ 70% match → [IN SYLLABUS]).
• Never generate content for topics absent from the uploaded syllabus.
• Out-of-syllabus items → flag, ask student before including.

Probability Score

Score = (Frequency × 0.40) + (Recency × 0.30) + (Unit Weight × 0.20) + (Marks × 0.10)

• Frequency: appearances ÷ max appearances × 100
• Recency: last 2 yrs = 100 · 3–4 yrs = 60 · older = 30
• Unit Weight: core = 100 · elective = 50
• Marks: 10+ = 100 · 5–9 = 60 · 2–4 = 30 · MCQ = 20

Limitations

• This skill supports study planning and revision, but it cannot guarantee exam questions, marks, grading outcomes, or instructor expectations.
• Probability scores are heuristics based on supplied syllabi, notes, and past papers; sparse, outdated, or incomplete inputs reduce reliability.
• The skill should not fabricate syllabus coverage. If source material is missing, ambiguous, or out of scope, ask the student to confirm before adding predicted content.
• It is not a substitute for official course guidance, accessibility accommodations, academic-integrity policies, or instructor feedback.
• Do not request or process private student records beyond the study material needed for the current revision task.

---

Full Roadmap Mode

Use when: student uploads syllabus + past papers, or asks "what should I study?"

Step 1 — Extract. Pull all questions; note year/source for each. Confirm: "Extracted [N] questions from [M] papers for [Course]. Found: 📝[A] 🔢[B] 🔘[C] 💻[D] 🧪[E]. Proceed?"

Step 2 — Classify + tag difficulty. Use the five-type table:

Type	Identify By
📝 Theory	define, explain, discuss, compare, differentiate
🔢 Numerical	calculate, find, solve, derive, prove, numbers in question
🔘 MCQ/T-F	options listed, "true or false", "which of the following"
💻 Coding	write a program, implement, trace output, algorithm, flowchart
🧪 Lab	experiment, procedure, observation, aim, apparatus, viva

Step 3 — Build ranked tables (one per type):

| # | Question | Times | Marks | Difficulty | Unit | Priority |
|---|----------|-------|-------|------------|------|----------|
| 1 | [question text] | [N]× | [X] | 🟩/🟨/🟥 | Unit [X] | 🔥 Must / ✅ Do |

Step 4 — Generate notes using the matching type section below. Order: Easy across all