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apache/skywalking

Establishedrank #76

APM, Application Performance Monitoring System

25k+93 · 7d 6.6k 221est. Apache-2.0Javapushed 1h ago
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Composite

72

conf 65%

Momentum

57

conf 60%

Vitality (PVI)

80

conf 67%

Community

65

conf 60%

Security & maint.

91

conf 85%

Ecosystem influence

79

conf 60%

Opportunity

67

conf 60%

Breakout · 7d

56%

conf 71%

Executive summary

skywalking is currently classified as established with a composite score of 72/100. Momentum (57) and vitality (80) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 93 stars against a 25k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 56%.

90-day trajectory

+362 · 30d
2026-08-032026-10-31

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%55
Star accelerationest.15%55
Fork velocityest.10%45
Contributor growthest.10%94
Issue activity growthest.10%54
PR activity growthest.10%75
External mention velocityest.10%3
Release event impactest.5%77
Trending-rank persistenceest.5%80

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%93
PR responsivenessest.15%46
Issue responsivenessest.15%72
Contributor diversityest.10%87
Maintainer continuityest.10%90
Documentation qualityest.5%79
Dependency freshnessest.5%69
Security hygieneest.5%70

Model tn-interpretable-1.0.0 · confidence 67% · coverage 100%

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%57
Bus factorest.15%94

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%93
Quality-weighted dependentsest.20%74
Documentation citationsest.15%83
Contributor overlapest.15%57
Registry adoptionest.10%49
Topic centralityest.10%100

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption