🤖 AI Agent – Exam Revision Assistant 👩‍💻 Name:

Bhumika Shinde

🎯 Use Case:

An AI Agent that helps college students revise for exams by generating quick summaries, short quizzes, and key concept explanations.

🧠 Problem Framing

Problem: Students struggle to recall important topics during exam preparation. Why Useful: Provides quick revision help and self-assessment quizzes. Target Users: College students preparing for exams. Not Included: Long essays or motivational talks — only focused revision support.

🧩 4-Layer Prompt Design

1️⃣ Input Understanding: Detects topic and user intent (summary, quiz, explanation). 2️⃣ State Tracker: Remembers the last discussed topic for continuity. 3️⃣ Task Planner: Plans steps — identify intent, generate content, format response. 4️⃣ Output Generator: Produces clear, structured, and student-friendly answers.

🔍 ChatGPT Exploration Log Attempt Change Made Reason 1 Added quiz/summary options Improve clarity 2 Added formatting Better readability 3 Limited response length Keep concise 🧪 Output Tests

Normal Input: Generates summary + quiz.

Vague Input: Asks for specific topic.

Invalid Input: Prompts for valid input.

🔄 Reflection

Hardest Part: Designing effective layered prompts. Most Enjoyable: Structuring the 4-layer logic. Improvements: Add long-term memory and UI. Learning: Prompt phrasing affects output quality.

💡 Hack Value

Added short-term memory simulation.

Modular 4-layer design.

Clean, readable output formatting.

⚙️ Implementation in VS Code

Create a new folder → Add README.md.

Add your Python file (AI Agent code).

Run in VS Code terminal using python filename.py.