microsoft / microsoft/agentsleague
Project: Creative Apps Track - AI-Career-Simulator
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Description
Track
Creative Apps (GitHub Copilot)
Project Name
AI Career Simulator
GitHub Username
Madhusudhan-10
Repository URL
https://github.com/Madhusudhan-10/AI-Career-Simulator.git
Project Description
AI Career Simulator is a gamified web application that simulates career progression using XP, levels, and mission-based growth. Users complete track-based missions (Frontend, Backend, AI, DevOps) to earn XP, level up, and unlock increasingly complex challenges. The application uses Flask and SQLite for persistent progression and integrates GitHub Copilot assistance throughout development.
Demo Video or Screenshots
Primary Programming Language
Python
Key Technologies Used
- Python
- Flask
- SQLite
- Tailwind CSS
- GitHub Copilot
- Jinja2 (Flask templating)
Submission Type
Individual
Team Members
No response
Submission Requirements
- My project meets the track-specific challenge requirements
- My repository includes a comprehensive README.md with setup instructions
- My code does not contain hardcoded API keys or secrets
- I have included demo materials (video or screenshots)
- My project is my own work with proper attribution for any third-party code
- I agree to the Code of Conduct
- I have read and agree to the Disclaimer
- My submission does NOT contain any confidential, proprietary, or sensitive information
- I confirm I have the rights to submit this content and grant the necessary licenses
Quick Setup Summary
- Clone the repository
- Navigate into the project folder
- Install dependencies:
pip install -r requirements.txt - Run the application:
python app.py - Open browser:
http://127.0.0.1:5000
Technical Highlights
-
Designed a dynamic XP and level scaling algorithm where XP requirements increase by 1.5x per level to simulate real-world career progression complexity.
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Implemented persistent user progression using SQLite, ensuring XP and levels remain stored across application restarts.
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Built a modular mission generation system that dynamically generates career-track-specific missions based on the user's current level.
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Structured backend using Flask routes and a separate XP engine for clean separation of concerns.
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Integrated GitHub Copilot responsibly to assist with route scaffolding, database schema design, and debugging while reviewing and refining all suggestions manually.
Challenges & Learnings
No response
Contact Information
madhusudhan1031@gmail.com
Country/Region
India
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
This issue is a project submission rather than a defined change request. Review the linked repository's README.md, requirements.txt, and app.py, then follow the listed setup steps to understand the Flask application; completion would require a specific, separately scoped change because the submission does not identify one.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- flask, python, sqlite, tailwindcss
- Domain
- backend, database, full-stack, web-dev
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100