Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.
Install
npx skills add wshobson/agents --skill vector-index-tuningnpx skills add wshobson/agents --skill vector-index-tuning -a claude-code -gnpx skills add wshobson/agents --skill vector-index-tuning -a codex -ggemini skills install https://github.com/wshobson/agents.git --path plugins/llm-application-dev/skills/vector-index-tuninggh skill install wshobson/agents vector-index-tuninggit clone --depth 1 https://github.com/wshobson/agents /tmp/wshobson__agents
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/wshobson__agents/plugins/llm-application-dev/skills/vector-index-tuning ~/.claude/skills/vector-index-tuning # Claude Code
cp -R /tmp/wshobson__agents/plugins/llm-application-dev/skills/vector-index-tuning ~/.agents/skills/vector-index-tuning # Codex, Cursor, Gemini CLI, Copilot, OpenCode