Tune retrieval count, relevance thresholds, and reranking for a RAG task using measured answer quality.
Install
npx skills add alivirgo/Major-AI-Skills --skill top-k-vector-pruningnpx skills add alivirgo/Major-AI-Skills --skill top-k-vector-pruning -a claude-code -gnpx skills add alivirgo/Major-AI-Skills --skill top-k-vector-pruning -a codex -ggemini skills install https://github.com/alivirgo/Major-AI-Skills.git --path skills/top-k-vector-pruninggh skill install alivirgo/Major-AI-Skills top-k-vector-pruninggit clone --depth 1 https://github.com/alivirgo/Major-AI-Skills /tmp/alivirgo__Major-AI-Skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/alivirgo__Major-AI-Skills/skills/top-k-vector-pruning ~/.claude/skills/top-k-vector-pruning # Claude Code
cp -R /tmp/alivirgo__Major-AI-Skills/skills/top-k-vector-pruning ~/.agents/skills/top-k-vector-pruning # Codex, Cursor, Gemini CLI, Copilot, OpenCode