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zhayujie/CowAgent

Establishedrank #185

Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install. (formerly chatgpt-on-wechat)

46.5k+341 · 7d 10.3k 386est. MITPythonpushed 3h ago
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Composite

69

conf 65%

Momentum

56

conf 60%

Vitality (PVI)

71

conf 67%

Community

71

conf 60%

Security & maint.

88

conf 85%

Ecosystem influence

73

conf 60%

Opportunity

53

conf 60%

Breakout · 7d

51%

conf 71%

Executive summary

CowAgent is currently classified as established with a composite score of 69/100. Momentum (56) and vitality (71) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 341 stars against a 46.5k-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

+1.4k · 30d
2026-05-142026-08-11

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%53
Fork velocityest.10%66
Contributor growthest.10%80
Issue activity growthest.10%40
PR activity growthest.10%63
External mention velocityest.10%7
Release event impactest.5%61
Trending-rank persistenceest.5%45

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%72
PR responsivenessest.15%37
Issue responsivenessest.15%66
Contributor diversityest.10%96
Maintainer continuityest.10%77
Documentation qualityest.5%66
Dependency freshnessest.5%46
Security hygieneest.5%42

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%46
Bus factorest.15%83

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

Ecosystem influence

Dependent repositoriesest.30%97
Quality-weighted dependentsest.20%85
Documentation citationsest.15%30
Contributor overlapest.15%41
Registry adoptionest.10%61
Topic centralityest.10%100

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