mcpbeat

AgentDB Performance Optimization

microck/ordinary-claude-agentdb-performance-optimization-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.

This is a copy. The original lives at microck/agentdb performance optimization.

3k tokens
context cost
the whole folder, loaded on every use
2
files
instructions only
0
copies elsewhere
how many repositories repackaged it
320
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository 
npx skills add https://github.com/Microck/ordinary-claude-skills --skill AgentDB Performance Optimization

How to use it

Copy the folder

Take microck/ordinary-claude-agentdb-performance-optimization-agentdb performance optimization from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.

Install what it needs

The instructions reference npx. Without those the skill loads but fails at the first command.