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google-research/harness2

Emergingrank #113

No description provided.

9.7k+15.4k · 7d 852 87est. Apache-2.0Pythonpushed 5d ago
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Composite

72

conf 65%

Momentum

78

conf 60%

Vitality (PVI)

69

conf 67%

Community

63

conf 60%

Security & maint.

84

conf 85%

Ecosystem influence

60

conf 60%

Opportunity

73

conf 60%

Breakout · 7d

80%

conf 71%

Executive summary

harness2 is currently classified as emerging with a composite score of 72/100. Momentum (78) and vitality (69) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 15,422 stars against a 9.7k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 80%.

90-day trajectory

+56k · 30d
2026-07-222026-10-19

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%100
Star accelerationest.15%59
Fork velocityest.10%100
Contributor growthest.10%69
Issue activity growthest.10%48
PR activity growthest.10%45
External mention velocityest.10%100
Release event impactest.5%80
Trending-rank persistenceest.5%76

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

Project Vitality Index

Commit consistency20%83
Release cadenceest.15%86
PR responsivenessest.15%71
Issue responsivenessest.15%58
Contributor diversityest.10%72
Maintainer continuityest.10%63
Documentation qualityest.5%29
Dependency freshnessest.5%47
Security hygieneest.5%51

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

Security & maintenance

Release recency25%87
License clarity20%92
Maintenance status25%83
Dependency stalenessest.15%67
Bus factorest.15%87

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

Ecosystem influence

Dependent repositoriesest.30%74
Quality-weighted dependentsest.20%69
Documentation citationsest.15%38
Contributor overlapest.15%69
Registry adoptionest.10%59
Topic centralityest.10%23

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