skills.homes logoskills.homescapability registry
home/categories/data-engineering/ruvnet-ruflo-claude-skills-agentdb-optimization-skill-md
cd ..
data-engineeringdata-ai

agentdb-performance-optimization

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.

View Sourcedata-engineering
ruvnet
maintainer
ruvnet
Updated 10/20/2025
Stars
31154
Forks
3487
quick start

Installation and usage

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.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use agentdb-performance-optimization