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volcengine/OpenViking

Establishedrank #102

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

40k+406 · 7d 3.2k 127est. AGPL-3.0Pythonpushed 5m ago
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Composite

72

conf 65%

Momentum

55

conf 60%

Vitality (PVI)

76

conf 67%

Community

74

conf 60%

Security & maint.

93

conf 85%

Ecosystem influence

77

conf 60%

Opportunity

60

conf 60%

Breakout · 7d

13%

conf 71%

Executive summary

OpenViking is currently classified as established with a composite score of 72/100. Momentum (55) and vitality (76) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 406 stars against a 40k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 13%.

90-day trajectory

+2.8k · 30d
2026-07-182026-10-15

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%72
Star accelerationest.15%32
Fork velocityest.10%67
Contributor growthest.10%56
Issue activity growthest.10%57
PR activity growthest.10%82
External mention velocityest.10%9
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%43
Contributor diversityest.10%78
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%89

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

Ecosystem influence

Dependent repositoriesest.30%86
Quality-weighted dependentsest.20%82
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