Understand open-source projects before you adopt them

Overctrl analyzes repositories, releases, issues, and contributors to help you spot emerging projects early, track adoption as it happens, and assess health and risk over time — without noise.

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GitHub shows activity.
Overctrl shows the ecosystem's

What Overctrl measures

Overctrl focuses on behavioral metrics — not vanity counts — to help you evaluate real usage, adoption, and risk.

The metrics shown here are highlights, not an exhaustive list. Overctrl evaluates dozens of signals over time, compares them against historical baselines, and focuses on supporting decisions — not popularity contests.
Metric	What it measures	Why it matters
Project Traction	Growth and adoption over time Relative acceleration, not raw counts	Identifies projects gaining real traction — including smaller repos that are accelerating fast.
Issue Activity & Spikes	Issue creation rate Abnormal spikes relative to recent history	Highlights potential instability, regressions, or scaling pressure — without assuming root cause.
Release Impact	Issue volume before and after releases Release cadence and stability patterns	Helps you understand whether releases correlate with problems, adoption friction, or smooth upgrades.
Contributor Dynamics	Active contributors over time Contributor churn and concentration (soon)	Reveals whether a project is growing its maintainer base or relying on a shrinking core.
Maintenance & Health Signals	Activity level Maintenance state Long-term health classification	Separates mature-and-stable from stale-and-neglected — two states GitHub often looks identical.
Adoption Context	Cross-repo presence Ecosystem relevance over time	Provides context beyond a single repository, helping you assess ecosystem alignment and longevity.

Built for decisions, not dashboards

Stars and hype

Breakouts, adoption shifts, and abnormal behavior

Social feeds and popularity

Data-driven signals across time

One repo at a time

Cross-repo and ecosystem-level insight

Popularity lists

Early traction and breakout detection before projects go mainstream

One-size-fits-all rankings

Discovery driven by ranking algorithms across ecosystems and time

What you’ll get with Overctrl

Discovery without noise

Find emerging and breakout projects based on real traction, not hype.

Repository intelligence

Health, activity, and maintenance signals across time.

Risk signals

Early indicators of instability, regressions, or declining maintenance.

Release impact analysis

See how releases correlate with issue spikes and adoption changes.

coming soon

Dependency awareness (coming soon)

Understand risk and adoption across dependency graphs.

Who Overctrl is for

Individual developers choosing libraries and tools

Teams evaluating dependencies and OSS risk

Maintainers monitoring adoption and issue pressure

Platform & infra engineers tracking ecosystem health

Join the Waitlist

Overctrl helps you spot emerging projects early and evaluate adoption, health, and risk over time — so you can adopt with context.