09For Open source
Understand who builds your project
Your community is your greatest asset. Know who your top contributors are, where activity slows down, and how to keep your project thriving.
Contributor constellation
Sample data- Maintainers
- 3
- Regulars
- 11
- First-timers
- 7
Bus factor and first-time contributors, from public repository activity.
- Free for public repos
- Source provider sync
- Privacy-first
- Active Contributors
- 148
- +23 this month
- Issues Resolved
- 312
- 94% close rate
- PRs Merged
- 87
- Avg 2 days
02Signals
What slows you down today
Open signals
3 openContributor Churn
New contributors appear, open a PR, then vanish. You have no visibility into who is engaging consistently and who is at risk of dropping off.
Blind spotNo Community Health Score
Is your project healthy or in decline? Bus factor, response times, PR queue depth, you are guessing instead of measuring.
Blind spotMaintainer Burnout
You handle most of the work alone. Without a clear picture of contribution distribution, burnout sneaks up on you before you notice.
Blind spot
03Capabilities
What you get on day one
Contributor Leaderboard
Celebrate your top contributors publicly. Spot rising stars early and give them the recognition that keeps them engaged.
Community Health Score
A composite 0-100 score combining PR merge rate, issue close rate, bus factor, contributor activity, and activity trend. One number that tells you if your project is thriving or at risk.
Bus Factor Analysis
Know how many contributors could leave before your project stalls. Identify critical knowledge concentration before it becomes a problem.
Response Time Metrics
Track your average time to first response on issues and PRs. Fast response times attract more contributors.
Contribution Reports
Auto-generated monthly contributor digests you can share in your README or newsletter to celebrate your community.
Release Impact Tracking
See how each release affects contributor activity and issue volume. Understand what drives community engagement.
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04Playbook
How teams use DevLyTicks
- 01
Track maintainer sustainability
Read the contribution graph to see whether maintainer bus factor is rising or falling, and spot contributor churn early.
Explore contributor insights - 02
Recognize the work GitHub stars hide
Highlight outside reviewers, documentation contributions, and first time contributors who are welcomed, visible when sponsorship renewals come around.
- 03
Show upstream momentum over time
Track PR acceptance windows and issue triage latency across releases as evidence of healthy community governance.
Before DevLyTicks
After DevLyTicks
- Rising contributors identified early
- Community health score visible
- Bus factor risks surfaced and fixed
- Maintainer burns out alone
- Slow response times drive people away
- No data for sponsor pitches
05Shift
From guesswork to evidence
06Start
Ready to grow your community?
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