Summary
If you're running AgentDB vector databases and hitting performance walls, this is worth checking out. It bundles quantization, HNSW indexing, caching strategies, and batch operations into one skill with some impressive benchmark claims: sub-100 microsecond vector search and 4x to 32x memory reduction. The numbers sound almost too good (150x to 12,500x improvements), so you'll want to test against your own workload, but the techniques are solid and well documented. Requires Node.js 18+ and AgentDB v1.0.7 or higher. Good fit if you're already using agentic-flow and need to squeeze more out of your vector operations without rewriting everything.
Install to Claude Code
npx -y skills add ruvnet/ruflo --skill "AgentDB Performance Optimization" --agent claude-codeInstalls into .claude/skills of the current project.
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →Files
SKILL.md
Select a file.
Featured
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
