Skip to content
Tech wire
China is shaping the future of open-source technology – including AIThe ConversationZuckerberg manifesto sketches out Meta's ambitions for world-changing AI technologyABC News - Breaking News, Latest News and VideosDeepSeek Harness launches as open source rival to Claude Code, alongside V4-Pro on API with higher pricesVentureBeatWhat Is Open-Weights A.I.?The New York TimesAttackers are targeting open-source AI just as Big Tech is embracing itDefense OneCall for Applications: Sequoia Capital is Offering Sequoia Open Source Fellowship 2026Global South OpportunitiesTop 15 Accounting AI AgentsAIMultipleAgentic AI Foundation Adds 57 Members as Enterprises Push for Open StandardsTechRepublicWhy Open-Source Software Is Essential in the Software-Defined Vehicle EraAll About CircuitsAirbnb CEO Brian Chesky says companies need to start building useful AI productsIT ProOpen Weights and American AI LeadershipMicrosoftCISA guidance targets water sector security, open source AI and moreFederal News NetworkIndustry Leaders Unite in Open Secure AI Alliance for AI Safety and SecurityNVIDIA BlogMicrosoft, tech companies throw weight behind spread of open-source AICyberScoop

volcengine/OpenViking

Establishedrank #95

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

28.5k+369 · 7d 2.3k 103est. AGPL-3.0Pythonpushed 14m ago
Compare View on GitHub

Composite

72

conf 65%

Momentum

54

conf 60%

Vitality (PVI)

77

conf 67%

Community

73

conf 60%

Security & maint.

92

conf 85%

Ecosystem influence

75

conf 60%

Opportunity

59

conf 60%

Breakout · 7d

12%

conf 71%

Executive summary

OpenViking is currently classified as established with a composite score of 72/100. Momentum (54) and vitality (77) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 369 stars against a 28.5k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 12%.

90-day trajectory

+2.5k · 30d
2026-05-182026-08-15

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%71
Star accelerationest.15%32
Fork velocityest.10%65
Contributor growthest.10%54
Issue activity growthest.10%51
PR activity growthest.10%82
External mention velocityest.10%12
Release event impactest.5%74
Trending-rank persistenceest.5%35

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%76
PR responsivenessest.15%91
Issue responsivenessest.15%49
Contributor diversityest.10%75
Maintainer continuityest.10%52
Documentation qualityest.5%65
Dependency freshnessest.5%85
Security hygieneest.5%84

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%73
Bus factorest.15%85

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

Ecosystem influence

Dependent repositoriesest.30%83
Quality-weighted dependentsest.20%80
Documentation citationsest.15%65
Contributor overlapest.15%59
Registry adoptionest.10%61
Topic centralityest.10%100

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