Skip to content
Signals
mattpocock/skills adds ~33,592 stars this week — breakout in ShellTrendNexus signalsGraphify-Labs/graphify adds ~15,379 stars this week — breakout in PythonTrendNexus signalsJuliusBrussee/caveman adds ~10,009 stars this week — breakout in GoTrendNexus signalsrtk-ai/rtk adds ~7,482 stars this week — breakout in RustTrendNexus signalsheadroomlabs-ai/headroom adds ~6,180 stars this week — breakout in PythonTrendNexus signalsthedotmack/claude-mem adds ~3,886 stars this week — breakout in TypeScriptTrendNexus signalsgoogle-gemini/gemini-cli adds ~3,290 stars this week — breakout in TypeScriptTrendNexus signalsbrowser-use/browser-use adds ~2,659 stars this week — breakout in PythonTrendNexus signalsRisk watch: meilisearch/meilisearch trends cooling with security score 89TrendNexus signalsRisk watch: storytold/artcraft trends declining with security score 76TrendNexus signalsHealthiest in cohort: thedotmack/claude-mem holds PVI 82 — sustainability leaderTrendNexus signals

google-ai-edge/gallery

Establishedrank #70

A gallery that showcases on-device ML/GenAI use cases and allows people to try and use models locally.

24.9k+249 · 7d 2.7k 150est. Apache-2.0Kotlinpushed 2h ago
Compare View on GitHub

Composite

68

conf 65%

Momentum

59

conf 60%

Vitality (PVI)

69

conf 67%

Community

60

conf 60%

Security & maint.

93

conf 85%

Ecosystem influence

68

conf 60%

Opportunity

56

conf 60%

Breakout · 7d

33%

conf 71%

Executive summary

gallery is currently classified as established with a composite score of 68/100. Momentum (59) and vitality (69) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 249 stars against a 24.9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 33%.

Video breakdown

@gptaiclips on YouTube
Tinkercad: Free 3D Design + Circuits + Code in Your Browser (100M users) #ShortsTinkercad: Free 3D Design + Circuits + Code in Your Browser (100M users) #Shorts5mo ago

90-day trajectory

+1.3k · 30d
2026-07-122026-10-09

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%67
Star accelerationest.15%42
Fork velocityest.10%60
Contributor growthest.10%63
Issue activity growthest.10%92
PR activity growthest.10%82
External mention velocityest.10%9
Release event impactest.5%63
Trending-rank persistenceest.5%53

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%60
PR responsivenessest.15%46
Issue responsivenessest.15%48
Contributor diversityest.10%81
Maintainer continuityest.10%80
Documentation qualityest.5%72
Dependency freshnessest.5%86
Security hygieneest.5%48

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%71
Bus factorest.15%96

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

Ecosystem influence

Dependent repositoriesest.30%84
Quality-weighted dependentsest.20%74
Documentation citationsest.15%77
Contributor overlapest.15%62
Registry adoptionest.10%58
Topic centralityest.10%16

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