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akitaonrails/ai-memory

Emergingrank #33

Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors

9k+1.1k · 7d 628 61est. MITRustpushed 2h ago

Composite

71

conf 65%

Momentum

69

conf 60%

Vitality (PVI)

75

conf 67%

Community

68

conf 60%

Security & maint.

92

conf 85%

Ecosystem influence

53

conf 60%

Opportunity

62

conf 60%

Breakout · 7d

70%

conf 71%

Executive summary

ai-memory is currently classified as emerging with a composite score of 71/100. Momentum (69) and vitality (75) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 1,119 stars against a 9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 70%.

90-day trajectory

+4.3k · 30d
2026-07-112026-10-08

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%85
Star accelerationest.15%56
Fork velocityest.10%79
Contributor growthest.10%65
Issue activity growthest.10%19
PR activity growthest.10%60
External mention velocityest.10%100
Release event impactest.5%68
Trending-rank persistenceest.5%74

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%62
PR responsivenessest.15%81
Issue responsivenessest.15%80
Contributor diversityest.10%66
Maintainer continuityest.10%49
Documentation qualityest.5%57
Dependency freshnessest.5%69
Security hygieneest.5%77

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%82
Bus factorest.15%79

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

Ecosystem influence

Dependent repositoriesest.30%71
Quality-weighted dependentsest.20%58
Documentation citationsest.15%47
Contributor overlapest.15%44
Registry adoptionest.10%39
Topic centralityest.10%23

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