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Cognito

Overview

Cognito is an interactive AI assistant that provides code review insights one suggestion at a time. It initially supports Python and C, with plans to add more languages. By leveraging ML/NLP, Cognito aims to enhance code quality by:

  • Improving readability
  • Ensuring security (aligned with OWASP guidelines)
  • Optimizing code performance

Key Features

  1. Code Readability Analysis

    • Checks for naming conventions, comments, and code structure.
    • Suggests refactoring for clearer and more maintainable code.

  2. Security Vulnerability Detection

    • Detects common security issues and flags vulnerabilities according to OWASP standards.
    • Highlights risky functions and suggests safer alternatives.

  3. Performance Analysis

    • Analyzes algorithmic complexity and memory usage.
    • Flags inefficient patterns and recommends optimizations.

  4. Interactive Suggestions

    • Provides one suggestion at a time, allowing users to review, accept, or dismiss.
    • Offers optional explanations for each suggestion if requested.

Installation

# Clone the repository
git clone https://github.com/Klus3kk/cognito.git

# Install dependencies
cd cognito
pip install -r requirements.txt

Usage

Cognito can be run by inputting code directly into the application, where it will provide real-time analysis and suggestions.

# Run the main application
python src/main.py

Progress

Work's in REALLY REALLY EARLY process.