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Yuan1z0825/nature-skills

Establishedrank #70

符合nature论文学术表达和科研绘图的Skill

45.8k+2.8k · 7d 2.4k 151est. Apache-2.0Pythonpushed 4h ago
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Composite

73

conf 65%

Momentum

73

conf 60%

Vitality (PVI)

72

conf 67%

Community

61

conf 60%

Security & maint.

87

conf 85%

Ecosystem influence

72

conf 60%

Opportunity

63

conf 60%

Breakout · 7d

57%

conf 71%

Executive summary

nature-skills is currently classified as established with a composite score of 73/100. Momentum (73) and vitality (72) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 2,760 stars against a 45.8k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 57%.

90-day trajectory

+11.3k · 30d
2026-07-072026-10-04

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%96
Star accelerationest.15%52
Fork velocityest.10%97
Contributor growthest.10%89
Issue activity growthest.10%22
PR activity growthest.10%77
External mention velocityest.10%58
Release event impactest.5%80
Trending-rank persistenceest.5%69

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

Project Vitality Index

Commit consistency20%99
Release cadenceest.15%67
PR responsivenessest.15%46
Issue responsivenessest.15%79
Contributor diversityest.10%81
Maintainer continuityest.10%58
Documentation qualityest.5%76
Dependency freshnessest.5%61
Security hygieneest.5%60

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%99
Dependency stalenessest.15%55
Bus factorest.15%73

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

Ecosystem influence

Dependent repositoriesest.30%83
Quality-weighted dependentsest.20%74
Documentation citationsest.15%37
Contributor overlapest.15%75
Registry adoptionest.10%56
Topic centralityest.10%95

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