GitReverse: Turn Any GitHub Repo Into a Single AI Coding Prompt
tom_doerr · x · 2026-08-08
GitReverse is an open-source tool that transforms public GitHub repositories into a single synthetic prompt.
- How it works: It pulls the target repo's metadata, root file tree (depth 1), and README, then uses an LLM to generate a short, conversational prompt grounded in that context.
- Use case: Users can paste the generated prompt directly into AI coding assistants like Cursor, Claude Code, or Codex to vibe code and recreate the project from scratch.
- Features: Supports direct GitHub URL input or shareable links via the /owner/repo format, with automatic redirects for GitHub-style URLs to prevent 404 errors.
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