Analyze user retention and churn using survival analysis, cohort analysis, and machine learning. Calculate retention rates, build survival curves, predict churn risk, and generate retention optimization strategies. Use when working with user subscription data, membership information, or when user mentions retention, churn, survival analysis, or customer lifetime value.
安装
npx skills add liangdabiao/claude-data-analysis-ultra-main --skill retention-analysisnpx skills add liangdabiao/claude-data-analysis-ultra-main --skill retention-analysis -a claude-code -gnpx skills add liangdabiao/claude-data-analysis-ultra-main --skill retention-analysis -a codex -ggemini skills install https://github.com/liangdabiao/claude-data-analysis-ultra-main.git --path .claude/skills/retention-analysisgh skill install liangdabiao/claude-data-analysis-ultra-main retention-analysisgit clone --depth 1 https://github.com/liangdabiao/claude-data-analysis-ultra-main /tmp/liangdabiao__claude-data-analysis-ultra-main
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/liangdabiao__claude-data-analysis-ultra-main/.claude/skills/retention-analysis ~/.claude/skills/retention-analysis # Claude Code
cp -R /tmp/liangdabiao__claude-data-analysis-ultra-main/.claude/skills/retention-analysis ~/.agents/skills/retention-analysis # Codex, Cursor, Gemini CLI, Copilot, OpenCode