A browser-based tool that turns any GitHub repo into an instant, visual "intelligence report." Yo...A browser-based tool that turns any GitHub repo into an instant, visual "intelligence report." Yo...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
vigneshwar's avatar
vigneshwar L
• Jul 26
A browser-based tool that turns any GitHub repo into an instant, visual "intelligence report." You paste a GitHub URL and get a full dashboard back — no sign-up, no auth, no friction. It's a developer-tool / analytics product.
Core features
Health Score (0–100) — production-readiness rating across 7 quality dimensions, with letter grades
Language pie chart — interactive breakdown of language composition
Commit heatmap — GitHub-style 52-week activity grid
Contributor rankings — top 10 contributors with avatars + metrics
Smart dependency detection — parses package.json, requirements.txt, Cargo.toml, go.mod, pom.xml, Gemfile
File tree browser — collapsible directory viewer with file-type icons
README rendering — full GitHub-flavored Markdown with syntax highlighting
Share cards — export a PNG summary for social media
Tech stack
LayerTechFrontendReact 18, Vite, Tailwind CSS, Recharts, react-markdownBackend (optional)Python 3.12, FastAPI, httpx, file-based caching, slowapi rate limitingDeployGitHub Pages (frontend), Railway (backend, optional)
How it works
The frontend runs entirely in the browser and talks directly to GitHub's REST API — that's why the live demo needs no setup or login (limited to ~60 requests/hour unauthenticated). The FastAPI backend is optional, and only exists to add caching and rate-limit relief when you self-host.
Run it locally
# backend (optional)
cd backend && pip install -r requirements.txt && uvicorn main:app --reload
# frontend
cd frontend && npm install && npm run dev

Or docker compose up --build.
Data EngineeringFull Stack DevelopmentSystems EngineeringDockerGitLabGitHub
Post image
Back to feed
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started