Signals

deepseek-ai/deepseek-harness adds ~48,269 stars this week — breakout in TypeScriptTrendNexus signals Ebony-Vinyl/dsh-our-free-model adds ~40,305 stars this week — breakout in JavaScriptTrendNexus signals Zagitta/gpu-unlock adds ~34,461 stars this week — emerging in CTrendNexus signals mattpocock/skills adds ~33,601 stars this week — breakout in ShellTrendNexus signals pengchujin/aerial-tv adds ~18,672 stars this week — emerging in KotlinTrendNexus signals storytold/pdfcraft adds ~18,036 stars this week — emerging in RustTrendNexus signals google-research/harness2 adds ~16,974 stars this week — emerging in PythonTrendNexus signals obra/superpowers adds ~16,300 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 83 — sustainability leaderTrendNexus signals

multica-ai/multica

Establishedrank #182

Make humans and AI agents work as one team — open-source and self-hostable.

54.5k+1.2k · 7d 7.2k 322est. NOASSERTIONGopushed 5h 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

56%

conf 71%

Executive summary

multica is currently classified as established with a composite score of 69/100. Momentum (68) and vitality (73) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 1,202 stars against a 54.5k-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

4 Trending GitHub Repos Every AI Dev Needs (April 2026) #Shorts

90-day trajectory

+4.9k · 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%86

Star accelerationest.15%53

Fork velocityest.10%84

Contributor growthest.10%72

Issue activity growthest.10%78

PR activity growthest.10%47

External mention velocityest.10%20

Release event impactest.5%85

Trending-rank persistenceest.5%79

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

Project Vitality Index

Commit consistency20%99

Release cadenceest.15%72

PR responsivenessest.15%89

Issue responsivenessest.15%43

Contributor diversityest.10%93

Maintainer continuityest.10%58

Documentation qualityest.5%55

Dependency freshnessest.5%59

Security hygieneest.5%35

Model tn-interpretable-1.0.0 · confidence 67% · coverage 92% · missing: licenseClarity

Security & maintenance

Release recency25%99

License clarity20%30

Maintenance status25%99

Dependency stalenessest.15%69

Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%93

Quality-weighted dependentsest.20%82

Documentation citationsest.15%48

Contributor overlapest.15%34

Registry adoptionest.10%57

Topic centralityest.10%13

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