https://github.com/klus3kk/cognito

This project aims to enhance code quality and developer productivity by automating code review tasks using AI.
https://github.com/klus3kk/cognito

Last synced: about 13 hours ago
JSON representation

This project aims to enhance code quality and developer productivity by automating code review tasks using AI.

• Host: GitHub
• URL: https://github.com/klus3kk/cognito
• Owner: Klus3kk
• Created: 2024-06-04T21:49:49.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-11-11T21:25:32.000Z (about 2 months ago)
• Last Synced: 2024-11-11T22:27:21.678Z (about 2 months ago)
• Size: 6.84 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# 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

```bash

# 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.

```bash

# Run the main application

python src/main.py

```

## Progress

Work's in **REALLY REALLY EARLY** process.