Use when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is this result statistically and practically material?"; produces a hypothesis, variant matrix, sample-size/duration/power plan, and a documented effect/uncertainty read from own exported results.
安装
npx skills add aaron-he-zhu/aaron-marketing-skills --skill ad-test-designernpx skills add aaron-he-zhu/aaron-marketing-skills --skill ad-test-designer -a claude-code -gnpx skills add aaron-he-zhu/aaron-marketing-skills --skill ad-test-designer -a codex -ggemini skills install https://github.com/aaron-he-zhu/aaron-marketing-skills.git --path ad/orchestrate/ad-test-designergh skill install aaron-he-zhu/aaron-marketing-skills ad-test-designergit clone --depth 1 https://github.com/aaron-he-zhu/aaron-marketing-skills /tmp/aaron-he-zhu__aaron-marketing-skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/aaron-he-zhu__aaron-marketing-skills/ad/orchestrate/ad-test-designer ~/.claude/skills/ad-test-designer # Claude Code
cp -R /tmp/aaron-he-zhu__aaron-marketing-skills/ad/orchestrate/ad-test-designer ~/.agents/skills/ad-test-designer # Codex, Cursor, Gemini CLI, Copilot, OpenCode