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Blinue/Magpie

Establishedrank #182

A general-purpose window upscaler for Windows 10/11.

15.2k+171 · 7d 718 62est. GPL-3.0HLSLpushed 5m ago
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Composite

67

conf 65%

Momentum

57

conf 60%

Vitality (PVI)

75

conf 67%

Community

60

conf 60%

Security & maint.

85

conf 85%

Ecosystem influence

65

conf 60%

Opportunity

56

conf 60%

Breakout · 7d

51%

conf 71%

Executive summary

Magpie is currently classified as established with a composite score of 67/100. Momentum (57) and vitality (75) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 171 stars against a 15.2k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 51%.

90-day trajectory

+699 · 30d
2026-07-052026-10-02

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%62
Star accelerationest.15%52
Fork velocityest.10%44
Contributor growthest.10%69
Issue activity growthest.10%77
PR activity growthest.10%59
External mention velocityest.10%10
Release event impactest.5%90
Trending-rank persistenceest.5%65

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%63
PR responsivenessest.15%73
Issue responsivenessest.15%65
Contributor diversityest.10%67
Maintainer continuityest.10%86
Documentation qualityest.5%72
Dependency freshnessest.5%60
Security hygieneest.5%50

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%48
Bus factorest.15%64

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

Ecosystem influence

Dependent repositoriesest.30%72
Quality-weighted dependentsest.20%77
Documentation citationsest.15%31
Contributor overlapest.15%46
Registry adoptionest.10%64
Topic centralityest.10%100

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