VibeScore - Repository due diligence for the AI era

VibeScore investigates GitHub repositories and generates a cinematic forensic report instead of a traditional analytics dashboard. Paste any GitHub repository URL and receive a detailed investigation covering AI-assisted development patterns, maintainability, architecture quality, technical debt, testing readiness, documentation health, secret hygiene, and production readiness.

Hey Product Hunt 👋

I'm Ahmed Salih Ac , and I'm excited to share VibeScore.

The idea came from a problem I've faced for years as a mobile developer and engineering lead.

Whenever I discovered a GitHub repository, evaluated an open-source package, reviewed a candidate project, or assessed a codebase before adoption, I found myself asking the same questions:

• Is this repository actually maintainable?
• Is it well documented?
• Is it actively maintained?
• How much technical debt does it contain?
• Can I trust it in production?

Most of the answers required manually exploring folders, commits, documentation, dependencies, and code structure.

So I built VibeScore.

Instead of another analytics dashboard, VibeScore turns repository analysis into a forensic investigation. Paste a GitHub URL and receive a complete cyber-dossier covering maintainability, architecture, testing signals, documentation quality, technical debt, secret hygiene, production readiness, and AI-assisted development patterns.

A few things I'm particularly excited about:

- Repository Forensics Reports
- Secret Hygiene Reviews
- Documentation Evidence Detection
- Architecture & Maintainability Analysis
- Technical Debt & Risk Assessment
- Historical Trend Tracking
- Actionable Remediation Plans

I'd love to hear your feedback.

What is the first repository you would investigate with VibeScore?

VibeScore - Repository due diligence for the AI era

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