Contributor Insights

Browse contributors and open individual activity, work-log, and performance views.


Overview

Contributor Insights gives you a per-person view of engineering activity across your workspace. From the main list you can filter by team, search by name or email, and open any contributor's individual profile to explore their activity, work log, and performance metrics.


Contributor list

The contributor list displays all members synced to your workspace. Each row shows:

  • Contributor — The member's name and email address.
  • Team — The team the contributor is assigned to. Contributors not assigned to a team show a dash.

Use the Teams dropdown at the top to filter the list by a specific team, or use the Search by name or email field to find a contributor directly.

The list is paginated. Use the page controls at the bottom to navigate, and adjust Items per page to show more results at once.


Individual contributor profile

Click any contributor to open their profile. The profile has three tabs: Activity, Work-Log, and Performance.

Use the Last 3 Months dropdown at the top to adjust the time range across all tabs.


Activity

The Activity tab gives a high-level summary of the contributor's recent work.

Work-log table

A month-by-month breakdown of key metrics:

MetricDescription
CommitsTotal commits authored.
Open PRsPull requests currently open.
Merged/Closed PRsPull requests merged or closed in the period.
Reviewer commentsComments left on other contributors' pull requests.
Reviews receivedReviews received on the contributor's own pull requests.
Open IssuesIssues currently open and assigned to the contributor.
Closed IssuesIssues closed in the period.

Each metric row displays a dot-plot timeline, giving a visual sense of daily distribution across the selected period.

Work Breakdown

A stacked bar chart showing how the contributor's commit work is categorized. Available categories include Churn, Help, Refactor, and New Work. Click Edit metrics to choose from up to 26 available metrics.

Recent Activity

A chronological feed of the contributor's latest commits, pull requests, and issues. Activity is grouped by date, and each item shows the type, title, state, and assignee.


Work-Log

The Work-Log tab shows a calendar view of daily activity for the selected month.

Each day displays a small bar chart with color-coded bars for each metric:

  • 🔵 Commits
  • 🔵 Closed Issues
  • 🟠 Reviews received
  • 🔴 Merged/Closed PRs
  • 🟢 Reviewer comments
  • ⚪ Open PRs
  • ⚪ Open Issues

Use the and arrows to navigate between months. Toggle Compact view in the top right to reduce the row height of each day.


Performance

The Performance tab benchmarks the contributor's metrics against a selected team.

Selecting a benchmark team

Use the Benchmark against dropdown to choose a team. Available options include any team in your workspace (e.g. Backedn, Builders, DevOps) as well as Unassigned. Once a team is selected, the metrics table populates with comparison data.

Metrics table

Each metric row shows:

  • Metric Name — The name of the metric, with an info icon for a definition.
  • Contributor — The contributor's value for the selected period.
  • vs Team — The contributor's value relative to the selected benchmark team. Shown as a dash when no benchmark team is selected.
  • Percentile — A color-coded bar (red → yellow → green) showing where the contributor falls relative to the 25th, 50th, and 75th percentiles.
  • Trend / Contributor — A sparkline showing the contributor's value (blue) alongside the team trend (orange) over the selected period.

Click + Add new metric to add metrics from the full list of 165 available. Click Reset all to restore the default metric set.

Metrics are grouped into two sections:

Delivery

MetricDescription
Lead Time for Changes (Legacy)Time from first commit to deployment.
Active DaysNumber of days with at least one contribution.
PRsTotal pull requests opened.
PRs Merged Without ReviewPull requests merged without receiving a review.
Avg. to merge from createAverage time from PR creation to merge.
Avg. to first reviewAverage time from PR creation to first review received.
Touched IssuesIssues the contributor interacted with in the period.
Created IssuesIssues created by the contributor.

Health

MetricDescription
KSIKnowledge Sharing Index — measures how broadly the contributor shares context across the team.
Traceability (%)Percentage of commits linked to a tracked issue or ticket.
PR Failure Rate (%)Percentage of pull requests that were closed without merging.
Unreviewed PRs (%)Percentage of the contributor's merged PRs that received no review.
Planned IssuesIssues associated with a sprint or planned milestone.
Unplanned IssuesIssues worked on outside of planned sprints.
High Risk CommitsCommits flagged as high risk based on size or complexity signals.
Churn (LoC)Lines of code rewritten or deleted shortly after being written.