CONTRIBUTORS
Star a repo. We publish the deep-dive. Your name on it.
Starlog turns your GitHub stars into expert-grade intelligence articles with codebase analysis, architecture diagrams, and social-ready posts.
Created by Rob Ragan — 1,597+ deep-dives published and counting.
[ What You Get ]
- > AI-generated deep-dives on every repo you star -- published under your author profile
- > Full codebase intelligence analysis: architecture, abstractions, dependency graphs, health signals
- > Social posts auto-generated for LinkedIn and X -- ready to copy and share
- > Quality scoring and editorial pipeline -- only publish what meets the bar
- > Your author page at starlog.is with all your published deep-dives
- > Comparison network -- your repos auto-linked to similar tools for discovery
[ How It Works ]
Star a repo
Star any GitHub repository you want to explore. Our pipeline watches your stars in real-time.
We analyze the codebase
Claude reads the full source code — architecture, abstractions, dependencies, quality signals — and generates an expert deep-dive.
Published under your name
The article goes live on starlog.is with your author profile, plus LinkedIn and X posts ready to share.
[ Pricing ]
Contributor Monthly
- > 10 stars/month
- > AI deep-dives on each star
- > Author profile page
- > Social post generation
- > Codebase intelligence
Contributor Annual
- > 15 stars/month
- > AI deep-dives on each star
- > Author profile page
- > Social post generation
- > Codebase intelligence
Founding Contributor
- > 15 stars/month
- > AI deep-dives on each star
- > Author profile page
- > Social post generation
- > Codebase intelligence
- > Founding contributor badge
- > Price locked -- never increases
[ Join the Waitlist ]
Drop your email to get notified about founding tier openings and contributor updates.
[ FAQ ]
> How does it work?
Star a repo on GitHub. Our pipeline picks it up, runs Claude-powered analysis on the codebase, generates an expert-grade deep-dive article, creates social posts, and publishes everything under your author profile on starlog.is. You curate by starring -- we handle the rest.
> What's included in a deep-dive?
Each article includes: an editorial overview, codebase architecture analysis with Mermaid diagrams, core abstractions breakdown, dependency graphs, quality signals, data flow narratives, "best-for / skip-when" guidance, and auto-generated comparison to similar tools. Plus LinkedIn and X posts ready to share.
> Why is Founding Contributor cheaper?
Founding Contributors are our first 100 users. The $199/yr price is locked forever as a thank-you for early support. Once 100 spots are claimed, the tier closes permanently. Annual pricing will be $249/yr after that.
> Can I control what gets published?
Yes. Articles go through a quality scoring pipeline and only publish if they meet the bar. You can review pending articles in your dashboard before they go live. You can also unstar a repo to prevent future articles on it.