CONAINT - Advanced Code Analysis and Academic Integrity Monitoring

CONAINT is a comprehensive VS Code extension designed for academic integrity monitoring and real-time code analysis. Perfect for educators, institutions, and development teams who need to monitor coding activities and detect potential academic misconduct.

🚀 Key Features

🔍 Inspector Mode - Academic Integrity Monitoring

• Real-time Activity Tracking: Monitor keystrokes, file operations, cursor movements, and application focus
• Session Management: Create secure inspector sessions with unique session IDs
• Visual Dashboard: Live dashboard showing each student's activity in real-time
• Code Preview: View current code being written by monitored users
• Activity Timeline: Chronological view of all user actions during sessions
• Export & Analysis: Download detailed session logs for further analysis
• User Identification: Students join sessions with custom display names for easy tracking

🤖 AI-Powered Analysis

• CONAINT AI: Advanced machine learning analysis powered by Hugging Face GPT-2
• Intelligent Report Generation: Automatically converts complex JSON session data into readable analysis reports
• Enhanced Cheating Detection: AI identifies suspicious patterns including copy-paste behavior, external resource usage, and non-productive activity
• No Configuration Required: AI analysis works immediately without any setup

🌐 Community Features

• Problem Sharing: Students can submit coding problems with descriptions and code snippets
• Live Feed: Real-time community feed showing all submitted problems (like a mini Stack Overflow)
• Suggestion System: Provide and receive coding suggestions from peers
• Leaderboard: Track contribution scores and community rankings
• Global Community: Connect with users worldwide for collaborative problem-solving

⚡ Real-time Collaboration

• WebSocket Technology: Instant real-time updates across all connected users
• Multi-user Sessions: Support for multiple students in the same inspector session
• Live Notifications: Instant alerts for new problems, suggestions, and activities
• Session Timer: Built-in timer showing inspection duration for both instructors and students

📦 Installation

1. Install from VS Code Marketplace (search for "CONAINT")
2. Or install manually: Download conaint-1.0.1.vsix and install via VS Code

🎯 Getting Started

For Instructors (Inspector Mode):

1. Open Command Palette (Ctrl+Shift+P)
2. Run CONAINT: Start Inspector Mode
3. Share the generated session ID with students
4. Monitor student activities in real-time

For Students:

1. Open Command Palette (Ctrl+Shift+P)
2. Run Manager: Join Inspector Session
3. Enter the session ID provided by your instructor
4. Enter your display name (e.g., "student123")
5. Continue coding normally - your activity will be monitored

For Community Features:

1. Run CONAINT: Open Dashboard to access all features
2. Submit problems, view live feed, and participate in the community

🔧 Commands

• CONAINT: Open Dashboard - Access main dashboard with all features
• CONAINT: Start Inspector Mode - Begin monitoring session (Instructor)
• Manager: Join Inspector Session - Join monitoring session (Student)
• CONAINT: Open AI Analysis - Access AI-powered session analysis
• CONAINT: Submit Problem - Share a coding problem with the community
• CONAINT: Open Live Feed - View real-time community problems
• CONAINT: Test Inspector (Demo Mode) - Try inspector features in demo mode

🌟 What Makes CONAINT Unique

CONAINT is the first VS Code extension to combine:

• Academic integrity monitoring with real-time session tracking
• AI-powered analysis that converts technical data into human-readable reports
• Community-driven problem sharing for collaborative learning
• Zero-configuration setup - everything works out of the box

🔒 Privacy & Security

• All monitoring only occurs during active inspector sessions
• Students are clearly notified when monitoring is active
• Session data is only shared with authorized instructors
• No personal data is collected outside of monitoring sessions

🆓 Free & Open Source

CONAINT is completely free to use with all features included. Built using free services to ensure accessibility for educational institutions worldwide.

📝 Release Notes

1.0.1

• Enhanced AI analysis with improved cheating detection algorithms
• Fixed user identification system for inspector mode
• Improved server connection stability
• Optimized package size and performance

1.0.0

• Initial release with full inspector mode functionality
• Community problem sharing and live feed
• AI-powered session analysis
• Real-time WebSocket collaboration

📝 License

MIT License - feel free to use, modify, and distribute.

👨‍💻 Created By

Xrime - Passionate about educational technology and academic integrity

Making code monitoring and collaborative learning accessible to everyone.