Skip to content
Signals
deepseek-ai/deepseek-harness adds ~49,300 stars this week — breakout in TypeScriptTrendNexus signalsEbony-Vinyl/dsh-our-free-model adds ~41,449 stars this week — breakout in JavaScriptTrendNexus signalsmattpocock/skills adds ~33,758 stars this week — breakout in ShellTrendNexus signalsobra/superpowers adds ~16,352 stars this week — breakout in ShellTrendNexus signalseternity4719/HowToLiveBetter adds ~15,856 stars this week — breakout in HTMLTrendNexus signalsGraphify-Labs/graphify adds ~15,400 stars this week — breakout in PythonTrendNexus signalsgarrytan/gstack adds ~14,376 stars this week — breakout in TypeScriptTrendNexus signalstogg53192-cmd/jailbreaks adds ~11,907 stars this week — emerging in UnknownTrendNexus signalsRisk watch: lightpanda-io/browser trends cooling with security score 90TrendNexus signalsRisk watch: meilisearch/meilisearch trends cooling with security score 85TrendNexus signalsHealthiest in cohort: microsoft/ai-agents-for-beginners holds PVI 84 — sustainability leaderTrendNexus signals

dotnet/machinelearning

Establishedrank #113

ML.NET is an open source and cross-platform machine learning framework for .NET.

9.4k+85 · 7d 2k 89est. MITC#pushed 30m ago

Composite

68

conf 65%

Momentum

55

conf 60%

Vitality (PVI)

77

conf 67%

Community

61

conf 60%

Security & maint.

91

conf 85%

Ecosystem influence

65

conf 60%

Opportunity

69

conf 60%

Breakout · 7d

56%

conf 71%

Executive summary

machinelearning is currently classified as established with a composite score of 68/100. Momentum (55) and vitality (77) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 85 stars against a 9.4k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 56%.

Video breakdown

@gptaiclips on YouTube

90-day trajectory

+328 · 30d
2026-08-022026-10-30

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%54
Star accelerationest.15%56
Fork velocityest.10%40
Contributor growthest.10%56
Issue activity growthest.10%100
PR activity growthest.10%70
External mention velocityest.10%8
Release event impactest.5%81
Trending-rank persistenceest.5%42

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%74
PR responsivenessest.15%87
Issue responsivenessest.15%52
Contributor diversityest.10%72
Maintainer continuityest.10%74
Documentation qualityest.5%71
Dependency freshnessest.5%87
Security hygieneest.5%47

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%70
Bus factorest.15%80

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

Ecosystem influence

Dependent repositoriesest.30%81
Quality-weighted dependentsest.20%59
Documentation citationsest.15%35
Contributor overlapest.15%70
Registry adoptionest.10%30
Topic centralityest.10%100

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