Track 65+ Engineering Metrics

Comprehensive metrics for project leaders. Monitor velocity, cycle times, code review patterns, and team health. All data automatically collected from GitHub and Shortcut.

65+ Metrics Included

Most Important Metrics

The top 10 metrics project leaders use daily to understand team performance and identify bottlenecks.

Delivery

Velocity

Story points delivered per business day. See how fast your team ships features week over week.

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Delivery

Ticket Cycle Time

Average time from starting work to completion. Find bottlenecks and speed up delivery.

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Activity

Coding Days

Days with at least one commit. Track how consistently your team is shipping code.

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Code Review

Pull Requests Merged

Completed code reviews that shipped to production. Track your throughput and release pace.

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Code Review

Time to First Review

How fast reviewers respond to new pull requests. Reduce wait times and unblock developers.

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Code Review

PR Cycle Time

Total time from first commit to merge. See where your code review process can improve.

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Delivery

Tickets Completed

Total tasks shipped during the period. Keep an eye on team output and progress.

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Work Quality

Work Mix

Split between features, bugs, and maintenance. Balance new work with fixing tech debt.

Team Health

Predictability

How reliably your team finishes what they start. Only in Projcity. Track delivery against commitments.

Unique to Projcity

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Burnout Detection

After-Hours Commits %

Percentage of commits outside business hours (9am-6pm). Only in Projcity. Early warning for burnout.

Unique to Projcity

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Burnout Detection

Weekend Activity %

Percentage of work happening on weekends. Only in Projcity. Spot overwork before it causes attrition.

Unique to Projcity

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Complete Metrics Reference

All 65+ metrics organized by category. Every metric updates automatically from your GitHub and Shortcut data.

Activity Volume

Track pull requests, reviews, tasks, and coding activity across your team.

Pull Requests Created

count

New pull requests opened

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Pull Requests Approved

count

Approvals given by reviewers

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Pull Requests Merged

count

Pull requests shipped to production

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Approvals

count

Code review approvals submitted

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Comments

count

Comments on PRs, commits, and tasks

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Tasks Created

count

New tickets created

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Tasks In Progress

count

Work items that entered In Progress

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Tasks In Review

count

Work items that entered In Review

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Tasks Done

count

Work items that entered Done

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Coding Days

days

Days with at least one commit

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Delivery Throughput

Velocity, story points, and how much work gets done.

Tickets Completed

count

Total tasks finished in the window

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Small Tickets

count

1 to 2 point tasks done

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Medium Tickets

count

3 to 5 point tasks done

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Large Tickets

count

6+ point tasks done

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Story Points

points

Total points delivered

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Average Points

points/ticket

Average points per ticket

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Velocity

points/day

Points delivered each business day

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Tasks Assigned

count

Tasks where user is a participant, created in the period

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Bugs Assigned %

percent

Percentage of assigned tasks that are bugs

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WIP Count

tasks

Average work in progress during the period

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Task Cycle Times

How long work takes from start to finish, broken down by size and phase.

Ticket Cycle Time

business days

Average time from start to done

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Small Task Cycle Time

business days

Cycle time for 1 to 2 point tasks

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Medium Task Cycle Time

business days

Cycle time for 3 to 5 point tasks

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Large Task Cycle Time

business days

Cycle time for 6+ point tasks

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Time in Progress

business days

Average time spent in In Progress state

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Time in Progress (Small)

business days

In Progress time for 1-2 point tasks

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Time in Progress (Medium)

business days

In Progress time for 3-5 point tasks

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Time in Progress (Large)

business days

In Progress time for 6+ point tasks

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Time in Review

business days

Average time spent in In Review state

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Time in Review (Small)

business days

In Review time for 1-2 point tasks

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Time in Review (Medium)

business days

In Review time for 3-5 point tasks

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Time in Review (Large)

business days

In Review time for 6+ point tasks

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Work Mix & Quality Balance

Split between new features, bug fixes, and maintenance.

Feature Work %

percent

Percent of work on new features

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Bug Work %

percent

Percent of work fixing bugs

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Chore Work %

percent

Percent of work on maintenance

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Bug Ratio

ratio

Bug load relative to feature work

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Pull Request Lifecycle

Code review speed, PR size, throughput, and team collaboration.

Time to First Review

hours

How fast reviewers respond to new PRs

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Time to Feedback

hours

When the author gets their first comment

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Review Cycles

cycles

Rounds of changes before merge

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PR Cycle Time

hours

Time from first commit to merge

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PR Files Touched

files

Total files changed in merged PRs

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PR Lines Added

lines

Total lines of code added in merged PRs

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PR Lines Removed

lines

Total lines of code deleted in merged PRs

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PR Size Average

lines

Average lines changed per merged PR

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Lines Added Average

lines

Average lines added per merged PR

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Lines Removed Average

lines

Average lines removed per merged PR

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Comments per PR

comments

Average comments on authored PRs

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PRs Without Review

count

Merged PRs with no review or approval

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PRs Without Review %

percent

Percentage of merged PRs with no review

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PR Throughput

PRs/day

PRs merged each business day

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Reviewer Responsiveness

hours

Median time for reviewer to respond after author action

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Author Responsiveness

hours

Median time for author to respond after reviewer feedback

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Review Load Fairness

score

How evenly review work spreads (0 to 1)

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Rework Rate

percent

PRs needing multiple review cycles

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Reopen Rate

percent

PRs reopened after closing

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Commitment Reliability

percent

Concluded PRs that actually merge

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Extended Metrics for Engineering Managers

Predictability and knowledge sharing across the team.

Predictability

ratio

Unique

How reliably work gets finished once started

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Knowledge Sharing Index

score

Unique

Review fairness weighted by total review activity

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Architect & Collaboration Metrics

Cross-team reviews, epic ownership, and collaboration patterns.

Tasks Under Epics

count

Tasks created that belong to epics (epic decomposition)

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Longest Epic Streak

count

Longest consecutive streak of tasks in the same epic

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PRs Reviewed

count

Primary team PRs reviewed by the user

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Cross-Team PRs Reviewed

count

Other teams' PRs reviewed by the user

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Review Coverage %

percent

Percentage of primary team PRs reviewed

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Cross-Team Review %

percent

Percentage of reviews that are cross-team

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Burnout & Workflow Health

Early warnings for overwork, bottlenecks, and wasted effort.

After-Hours Commits %

percent

Unique

Commits outside business hours (9am-6pm)

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Weekend Activity %

percent

Unique

Activity happening on weekends

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PR Abandon Rate

percent

Unique

PRs closed without merging (wasted effort)

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Stale PR Rate

percent

Unique

Open PRs inactive for 3+ days (review bottleneck)

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65+ Metrics

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GitHub + Shortcut

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