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K-Dense-AI/scientific-agent-skills

Establishedrank #149

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

49.9k+6.3k · 7d 4.5k 195est. MITPythonpushed 3d ago
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Composite

70

conf 65%

Momentum

65

conf 60%

Vitality (PVI)

72

conf 67%

Community

57

conf 60%

Security & maint.

87

conf 85%

Ecosystem influence

70

conf 60%

Opportunity

70

conf 60%

Breakout · 7d

56%

conf 71%

Executive summary

scientific-agent-skills is currently classified as established with a composite score of 70/100. Momentum (65) and vitality (72) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 6,328 stars against a 49.9k-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

+20.7k · 30d
2026-07-182026-10-15

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%87
Star accelerationest.15%54
Fork velocityest.10%78
Contributor growthest.10%90
Issue activity growthest.10%36
PR activity growthest.10%51
External mention velocityest.10%24
Release event impactest.5%68
Trending-rank persistenceest.5%77

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

Project Vitality Index

Commit consistency20%90
Release cadenceest.15%60
PR responsivenessest.15%75
Issue responsivenessest.15%66
Contributor diversityest.10%85
Maintainer continuityest.10%46
Documentation qualityest.5%71
Dependency freshnessest.5%58
Security hygieneest.5%85

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

Security & maintenance

Release recency25%93
License clarity20%92
Maintenance status25%90
Dependency stalenessest.15%65
Bus factorest.15%90

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

Ecosystem influence

Dependent repositoriesest.30%89
Quality-weighted dependentsest.20%65
Documentation citationsest.15%48
Contributor overlapest.15%56
Registry adoptionest.10%43
Topic centralityest.10%100

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