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jxxghp/MoviePilot

Coolingrank #188

NAS媒体库自动化管理工具

11.9k+109 · 7d 1.5k 115est. GPL-3.0Pythonpushed 7m ago
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Composite

64

conf 65%

Momentum

47

conf 60%

Vitality (PVI)

75

conf 67%

Community

61

conf 60%

Security & maint.

86

conf 85%

Ecosystem influence

62

conf 60%

Opportunity

63

conf 60%

Breakout · 7d

18%

conf 71%

Executive summary

MoviePilot is currently classified as cooling with a composite score of 64/100. Momentum (47) and vitality (75) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 109 stars against a 11.9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 18%.

90-day trajectory

+633 · 30d
2026-07-202026-10-17

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%57
Star accelerationest.15%37
Fork velocityest.10%48
Contributor growthest.10%59
Issue activity growthest.10%41
PR activity growthest.10%52
External mention velocityest.10%8
Release event impactest.5%80
Trending-rank persistenceest.5%40

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%77
PR responsivenessest.15%61
Issue responsivenessest.15%68
Contributor diversityest.10%76
Maintainer continuityest.10%73
Documentation qualityest.5%82
Dependency freshnessest.5%53
Security hygieneest.5%41

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%42
Bus factorest.15%78

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

Ecosystem influence

Dependent repositoriesest.30%79
Quality-weighted dependentsest.20%69
Documentation citationsest.15%32
Contributor overlapest.15%69
Registry adoptionest.10%78
Topic centralityest.10%13

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