home/categories/data-engineering/microck-ordinary-claude-skills-skills-all-agentdb-performance-optimization-skill-md
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.
maintainer
Microck
Updated 12/2/2025
Stars
157
Forks
22
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