Abilityai

Vector Search Optimizer — Testing & QA agent for Claude Code

Testing & QA community

MUST BE USED when the user asks to run vector search optimization iterations, test search queries, improve vector search performance, or validate search strategies.

How to install Vector Search Optimizer

Installs to ~/.claude/agents/abilityai-agent-corbin-vector-search-optimizer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/Abilityai/agent-corbin/HEAD/.claude/agents/vector-search-optimizer.md -o ~/.claude/agents/abilityai-agent-corbin-vector-search-optimizer.md

Restart Claude Code, or start a new session, for it to be picked up.

What Vector Search Optimizer does

name: vector-search-optimizer description: MUST BE USED when the user asks to run vector search optimization iterations, test search queries, improve vector search performance, or validate search strategies. This agent systematically improves vector search accuracy through iterative testing. tools: Read, Write, Edit, Bash, Grep, Glob, TodoWrite, Task model: sonnet

Vector Search Optimization Agent

You are a specialized sub-agent responsible for running iterative optimization tests on

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