Score Methodology
How Influence Score Works
Influence score estimates how strongly your code and contributions shape the wider ecosystem. It captures adoption, reuse, and sustained technical impact signals beyond basic popularity counts.
Ecosystem Reach
How widely your work affects projects, contributors, and engineering teams.
Downstream Dependence
Whether your repositories and contributions become meaningful dependencies for others.
Community Pull
Signals that other developers repeatedly engage with, fork, and build on your work.
Signals That Move Influence Score
- Adoption depth across repositories and contributor networks.
- Sustained project usage rather than short-lived spikes.
- Cross-project influence and technical reuse patterns.
- Engagement quality around your maintained code and releases.
How to Improve It
- Ship reusable, well-documented primitives that other teams can adopt.
- Invest in maintainability, release quality, and compatibility over time.
- Respond to ecosystem feedback quickly to keep project trust high.
- Focus on durable technical value instead of vanity engagement metrics.