Home / Skills / AgentDB Performance Optimization
AgentDB Performance Optimization
ruvnet/RuVectorSkill
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.
Why this score
This repo hosts 10 skills, so its 4,595 stars are split between them (about 460 each) for scoring.
Popularity score: 77/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 46d816ddc4c2, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneAgentDB Performance Optimization ruvnet/RuVector · Skill | 77 | ★ 4.6k | ≈66 always | 16d ago |
| qdrant-performance-optimization qdrant/skills · Skill Both about optimization and performance | 63 | ★ 260 | ≈87 always | 16d ago |
| AgentDB Vector Search ruvnet/RuView · Skill Both about db and vector | 91 | ★ 99k | ≈60 always | 16d ago |
| AgentDB Memory Patterns spencermarx/open-code-review · Skill Both about db and memory | 54 | ★ 379 | ≈63 always | 3mo ago |
| performance addyosmani/web-quality-skills · Skill Both about performance and faster | 71 | ★ 3.0k | ≈58 always | 2mo ago |
| HutchDB ExpeditedProjects/hutchdb · MCP server Both about db | 50 | ★ 24 | not measured | 3d ago |