Signals

deepseek-ai/deepseek-harness adds ~48,470 stars this week — breakout in TypeScriptTrendNexus signals Ebony-Vinyl/dsh-our-free-model adds ~40,662 stars this week — breakout in JavaScriptTrendNexus signals Zagitta/gpu-unlock adds ~35,270 stars this week — emerging in CTrendNexus signals mattpocock/skills adds ~33,642 stars this week — breakout in ShellTrendNexus signals pengchujin/aerial-tv adds ~19,196 stars this week — emerging in KotlinTrendNexus signals storytold/pdfcraft adds ~18,225 stars this week — emerging in RustTrendNexus signals google-research/harness2 adds ~17,197 stars this week — emerging in PythonTrendNexus signals obra/superpowers adds ~16,314 stars this week — breakout in ShellTrendNexus signals Risk watch: thedaviddias/Front-End-Checklist trends cooling with security score 91TrendNexus signals Risk watch: lightpanda-io/browser trends cooling with security score 89TrendNexus signals Healthiest in cohort: microsoft/ai-agents-for-beginners holds PVI 84 — sustainability leaderTrendNexus signals

duxlabs-dev/dux-shell

Establishedrank #182

Desktop shell for wayland compositors built with Quickshell & GO, optimized for niri, hyprland, sway, MangoWC, labwc, and MiracleWM.

8.7k+340 · 7d 573 63est. MITQMLpushed 26m ago

Compare View on GitHub

Composite

conf 65%

Momentum

conf 60%

Vitality (PVI)

conf 67%

Community

conf 60%

Security & maint.

conf 85%

Ecosystem influence

conf 60%

Opportunity

conf 60%

Breakout · 7d

52%

conf 71%

Executive summary

dux-shell is currently classified as established with a composite score of 70/100. Momentum (65) and vitality (79) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 340 stars against a 8.7k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 52%.

90-day trajectory

+1.4k · 30d

2026-08-042026-11-01

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%70

Star accelerationest.15%51

Fork velocityest.10%60

Contributor growthest.10%74

Issue activity growthest.10%77

PR activity growthest.10%78

External mention velocityest.10%37

Release event impactest.5%80

Trending-rank persistenceest.5%53

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

Project Vitality Index

Commit consistency20%100

Release cadenceest.15%69

PR responsivenessest.15%91

Issue responsivenessest.15%53

Contributor diversityest.10%67

Maintainer continuityest.10%83

Documentation qualityest.5%87

Dependency freshnessest.5%89

Security hygieneest.5%59

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%55

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

Ecosystem influence

Dependent repositoriesest.30%70

Quality-weighted dependentsest.20%65

Documentation citationsest.15%66

Contributor overlapest.15%65

Registry adoptionest.10%24

Topic centralityest.10%100

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