Star velocity modeling and changelog pulse signals rank today's emerging repos by predicted 30-day growth — with a confidence score, and the exact skills needed to contribute before the community gets crowded.
Every card shows you where a project is going — current star velocity, a 30-day forecast, and how active the maintainers are based on release cadence and API churn.
The skill tags tell you exactly what you'd need to contribute. Jump in while the project still has 2K stars and your PR actually gets reviewed.
Raw star counts tell you what's already popular. These signals tell you what's about to be.
Compares a repo's current star acceleration against baseline curves from 50K+ projects to forecast 30-day growth with a confidence interval attached.
Monitors release cadence, API churn, and commit density. Finds projects that are actively evolving — not ones that got retweeted by someone with a large audience.
For each predicted breakout, surfaces the primary languages and contribution patterns needed so you can jump in while the community is still small enough for your PR to matter.
Not a dashboard for repo owners. A feed for contributors who want first-mover timing.
You've contributed to popular projects and your PR sat unreviewed for three months. Breakout Repos finds the inflection point — early enough your work gets noticed, late enough the project has traction.
You want to know what's quietly replacing the library you currently rely on — before the blog post lands. The changelog pulse signal picks up active API evolution that star counts can't surface.
You've discovered three big projects the week after they blew up. This is a systematic fix — a ranked list of what's at 2K stars today and will hit 10K before next month.
Three predicted breakouts every morning — with confidence scores and skill tags. Before the HN thread.