AI GitHub Auditor - Project Automation Assistant

Created by team Loop on August 23, 2025

This project introduces an AI GitHub Auditor & Automation Assistant designed to enhance software development workflows through intelligent analysis and reporting. The system securely integrates with GitHub to access private repositories, parses codebases (Python, JavaScript, YAML, etc.), and applies static analysis tools (Bandit, ESLint, PyLint, Trivy) to identify vulnerabilities, code quality concerns, and automation gaps. Harnessing the power of GPT-5, the agent generates plain-English summaries, detailed recommendations, and structured reports (Markdown/PDF), making technical findings accessible to both engineers and non-technical stakeholders. It also tracks repository health metrics such as test coverage, completion percentage, and deployment readiness, while attributing contributions to individual developers via Git commit data. The project is designed with a modular, plugin-ready architecture, enabling future extensions like automated refactoring suggestions, project planning, reminders, and even AI-driven file organization. This positions the tool not just as a code auditor, but as a flexible AI partner for development teams, fostering collaboration, efficiency, and continuous improvement.

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"The accounts are good. I love to see the ideas of an AI coding system come to fruition. I think this lacks behind the current products that are on the market, which can allow you to fix those issues that an audit would find out. Moreover, I think this one lacks some sophistication in terms of UI. It looks pretty simplistic which isn't necessarily bad, but could be a potential spot for improvement. In the presentation itself, I would love to hear your voice and hear your vision delivered straight to me directly so that I can estimate what you guys were aiming for. Of course, it's impossible to finish everything within 70s. In general, it's a very curious project. Congratulations on finishing Hackathon within 7 days with a functional demo! "

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Okti AIML API

Head of DevRel