filiksyos/gitreverse

What it solves

GitReverse converts a public GitHub repository into a single, conversational synthetic user prompt. This allows a user to take an existing project and generate a prompt that can be pasted into AI coding tools like Cursor, Claude Code, or Codex to recreate the project from scratch.

How it works

The application extracts metadata, the root file tree (at a depth of 1), and the README from a specified GitHub URL or owner/repo path. It then processes this context through a Large Language Model (LLM) to synthesize a concise prompt that describes the project's essence and structure.

Who it’s for

Developers who want to "vibe code" existing projects from scratch or share a high-level architectural prompt for a codebase.

Highlights

• Multi-LLM Support: Compatible with Grok, OpenRouter, Azure OpenAI, Google AI Studio, and ApiSmart.
• Shareable Links: Generates unique URLs (/[owner]/[repo]) for specific repositories.
• Library and History: Optional Supabase integration for caching prompts and browsing a library of previously generated prompts.
• Flexible Input: Supports both full GitHub URLs and simple owner/repo identifiers.