# filiksyos/gitreverse

Reverse engineer any repo into it's original prompt

Repository: https://github.com/filiksyos/gitreverse
Canonical: https://ross.abutalabs.com/products/gitreverse
Homepage: https://gitreverse.com
Language: TypeScript
License Family: other
Topics: prompt-engineering, reverse-engineering, vibe-coding
Last push: 2026-08-26T09:45:25+00:00

## Health v2 (maintenance only)
Score: 59/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 99, release rhythm 35, longevity 11
- inputs: {"age_days": 155, "days_push": 7, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, young, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1851, forks 314 (observed 2026-08-28T04:05:44.415209+00:00)

## What it is
GitReverse is a web application that turns any public GitHub repository into a single synthetic prompt that could have been used to vibe-code the project with AI coding tools. It fetches repo metadata, file tree, and README, then uses an LLM to generate a short conversational prompt.

## Use cases
- reverse engineer a github repo into its original prompt
- generate a vibe coding prompt from a codebase
- recreate a project from scratch using cursor or claude code
- understand how a repo might have been prompted
- share a synthetic prompt for a repository

## When to choose
- you want a single prompt that captures what a repo does
- you want to vibe-code a similar project from scratch
- you want a quick, shareable summary prompt for any public repo

## When to avoid
- you need deep code analysis or full source context
- you need subfolder-scoped prompts (planned but not yet supported)
- you need a self-hosted tool without LLM API keys

## Facets
- artifact type: application
- maturity: active
- function: llm-inference, prompt-engineering, reverse-engineering, web-scraping
- domain: developer-tools, large-language-models, artificial-intelligence
- platform: -
- tags: vibe-coding, nextjs, github, prompt-generation, supabase, web-server, nodejs, typescript

## Member repositories
- filiksyos/gitreverse (main) score 59

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:05:44.415209+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T03:16:55.273482+00:00, confidence not recorded.
  - readme: https://github.com/filiksyos/gitreverse (fetched 2026-08-28T04:05:44.415209+00:00, sha 12f08a7eeacf)
  - homepage: https://gitreverse.com (fetched 2026-08-29T10:56:11.844059+00:00, sha b10605039461)
- Data as of 2026-08-30T08:39:29.467469+00:00.