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Core Concept

Activity Score. Trends Over Absolutes.

A weighted composite of commits, reviews, and commons contributions. One number that tells you whether a contributor is accelerating, steady, or declining.

What You'll See

Key capabilities and insights available in this lens.

Weighted Composite

Combines commits, code reviews, and commons contributions into a single score. Each activity type is weighted to reflect its true impact on the organization.

Trend Over Absolute

A developer scoring 400 who was at 600 last month tells a different story than one scoring 400 who was at 200. Trends surface the real signal.

Commons Multiplier

Contributions to shared libraries and infrastructure are weighted 4x vs feature code. Engineers who build for the org get the credit they deserve.

Review Weight

Code reviews are weighted as productive contributions, not overhead. Teams that review well build higher-quality software.

Peer Comparison

See how individual scores compare across the team. Identify outliers, spot emerging leaders, and detect declining contributors early.

Anomaly Detection

Sudden spikes or crashes in activity score trigger alerts. Investigate before patterns become problems.

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