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.