CodeBreaker

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What is CodeBreaker?

CodeBreaker is a stealthy, AI-powered tool designed to extract coding questions from screen captures and provide real-time solutions using Google's generative AI models. The script leverages OCR, low-level system APIs, and AI wizardry to operate undetected by screen-sharing tools like Google Meet or Zoom.

With dynamic screenshot control, adaptive OCR processing, and a transparent overlay GUI, CodeBreaker ensures you stay ahead of the curve—whether you're solving coding challenges, debugging, or just flexing your engineering skills.

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Features

🔥 Key Features That Make CodeBreaker a Total Menace:

1. Stealth Mode Activated 🌚

   • Uses Windows-specific APIs (SetWindowDisplayAffinity, layered windows) to make the app invisible to screen-sharing tools.
   • No taskbar presence, no trace—just pure ninja mode.

2. Dynamic Screenshot Capture 📸

   • Allows users to manually select a region of the screen for capturing.
   • Processes images with adaptive thresholding to improve OCR accuracy.

3. AI-Powered Solutions 💻✨

   • Sends captured questions to Google's gemini-2.0-flash model for real-time solutions.
   • Generates code in C++ (with comments!) inside markdown blocks for readability.

4. Transparent Overlay GUI 🌟

   • Displays answers in a transparent, frameless window that stays on top without activating.
   • Dynamically adjusts size to fit content, ensuring no scrollbars or clutter.

5. Threaded Execution ⚡

   • Runs LLM inference in a separate thread to keep the GUI responsive.
   • Ensures smooth performance even during heavy AI processing.

6. Open Source & Hackable 🛠️

   • Public repo: Fork it, tweak it, make it better. We’re here to learn and grow together.

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How It Works

Tech Stack

• Python: The backbone of the project.
• OpenCV: For image capture and processing.
• Tesseract OCR: Extracts text from screenshots.
• Google Generative AI: Provides real-time solutions to coding questions.
• PyQt5: Powers the transparent overlay GUI.
• Windows APIs: Ensures stealth and invisibility to screen-sharing tools.

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Workflow

1. Region Selection

   • The user manually selects a region of the screen using OpenCV's mouse callback.
   • The selection window is full-screen, undetectable, and on top at all times.

2. Screenshot Capture & OCR

   • Captures the selected region using mss.
   • Preprocesses the image (grayscale + adaptive thresholding) to enhance OCR accuracy.
   • Extracts text using Tesseract OCR.

3. AI Inference

   • Sends the extracted question to Google's gemini-2.0-flash model.
   • Requests a solution in C++ with necessary comments inside a markdown code block.

4. Transparent Overlay Display

   • Displays the AI-generated answer in a transparent, frameless window.
   • Dynamically resizes the window to fit the content, ensuring clean visuals.

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Installation

Prerequisites

1. Python 3.12+

   • Install Python from here.

2. Tesseract OCR

   • Download and install Tesseract from here.
   • Update the path in pytesseract.pytesseract.tesseract_cmd if necessary.

3. Google API Key

   • Create a .env file in the root directory with your Google API key:

     GOOGLE_API_KEY=your_api_key_here
     

4. Dependencies

   • Install required libraries:

     pip install -r requirements.txt

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Usage

1. Clone the repo:

   git clone https://github.com/yourusername/CodeBreaker.git
   cd CodeBreaker

2. Run the script:

   python main.py

3. Select the region of the screen containing the coding question.

4. Watch as CodeBreaker extracts the question, processes it, and displays the AI-generated solution in a sleek overlay.

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Future Plans

🚀 Next-Level Ideas to Explore:(Maybe🤣)

• Packaging into an App: Convert the script into a standalone application with keybindings for automation.
• Multi-Language Support: Extend AI responses to include Python, Java, JavaScript, etc.
• Advanced Stealth: Experiment with deeper low-level hooks and anti-detection techniques.
• Realtime Integration: Experiment with Real-time Interviews
• Community Contributions: Add features based on user feedback and contributions.

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Shoutouts

🙏 Special Thanks to the Homies:

• Roy Lee (@roy-lee-swe)
  • his idea sparked this madness—no code copied tho, just vibes borrowed. We don't do that here Black Panther reference🙌🏻👐🏻. TRULY GOATED!

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Disclaimer

⚠️ Use Responsibly:
CodeBreaker is intended for educational purposes only. Always respect ethical guidelines and terms of service when using automated tools.

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Contribute

🌟 Wanna Help?

• Fork the repo, make improvements, and submit a PR.
• Report bugs or suggest features via Issues.

Let’s make CodeBreaker PURE FIRE 🔥🔥

"Still got so much to learn, tbh 😮‍💨. But hey, that’s the fun part, right?"

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Tagline:
"CodeBreaker: Breaking Barriers, Not Rules. ABSOLUTELY UNHINGED BEHAVIOR AND I’M HERE FOR IT!! 🔥🔥"