Contributor Insights

Per-contributor habits, patterns, and AI impact across every repo.

Scryable pulls each engineer's commit behaviour, working rhythms, churn ratios, and AI adoption delta across all connected repos into a single view. The patterns that only become visible when you see all of someone's work together.

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Commit patterns
Each developer's output, across all their repos.

Commit counts, additions, deletions, and churn for each contributor, aggregated across all the repos they touch. Useful for people whose work spans multiple codebases and isn't visible in any single repo view.

Working hours
When commits happen, not just how many.

An hour-of-week heatmap showing each developer's commit activity by day and hour. Useful for understanding collaboration patterns, time zone considerations, and whether work is concentrated in unsustainable windows.

Rolling averages
Signal, not noise.

7-day, 30-day, 90-day and 1-year rolling averages that smooth out the natural variation in commit activity and show genuine directional change. A quiet week looks very different from a sustained decline. Full history available on paid plans.

AI benchmarking
How each engineer's output has shifted since AI adoption.

Velocity, churn, and code quality metrics benchmarked against each contributor's own pre-AI baseline. You can see which engineers have adapted well to AI tooling, where output patterns have changed, and in what direction.

The design intent

Every engineer's patterns, across all their repos, without having to piece it together.

Most engineering teams are spread across multiple repos. An individual contributor might be active in three or four of them, and their full picture is only visible when you look across all of it at once. Scryable aggregates each contributor's commit behaviour, working rhythms, churn ratios, and AI adoption delta across every repo they touch.

You can see when each engineer is most active, how their output has trended over time, where their commit quality is strongest, and how their habits and practices have shifted since AI tools entered the workflow. None of that is available in any single repo view, and assembling it manually from multiple sources isn't practical.

This is not about rating code quality or producing a ranking. It's about giving managers the context to have better conversations, without building that context by hand.

scryable · contributor-insights · 30d
live
+vel
+churn
+vel
no delta
What you see

Working patterns and AI habits, per engineer, visible in one place.

The hour-of-week heatmap shows when each contributor is most active across the week. Combined with rolling averages and the AI adoption delta, it gives you a complete picture of how each engineer works without needing to ask them.

All of it aggregated across every repo they touch, updated automatically from git history.

hour-of-week · 90d
Commit activity by day and hour
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Understand how your team works with AI.

Connect your repos and see contributor patterns across all of them and understand how they're using AI.

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One repo free forever · No credit card required · No integrations needed