사용자가 A/B 테스트나 실험을 계획, 설계, 구현하거나 성장 실험 프로그램을 구축하려고 할 때 사용합니다.
이 스킬은 사용자가 A/B 테스트, 분할 테스트, 실험, 변형 복사본, 다변량 테스트, 가설 등 실험 관련 주제를 언급하거나 두 가지 접근 방식을 비교하여 어느 것이 더 나은 성과를 내는지 측정하려고 할 때 활성화됩니다. 또한, 체계적인 실험 관행을 구축하거나 성장 실험 프로그램, 실험 속도, 실험 백로그, ICE 점수, 실험 플레이북을 언급할 때도 유용합니다. 이 스킬은 실험 계획, 설계, 구현을 지원하며, 실험 추적 구현을 위해서는 `analytics-tracking` 스킬을, 페이지 수준 전환 최적화를 위해서는 `page-cro` 스킬을 참고해야 합니다. 주로 AI 에이전트와 대화형 개발 도구(예: Claude Code, Cursor)에서 사용되며, 사용자의 요청에 따라 상세한 실험 설정 가이드를 제공합니다.
npx skills add https://github.com/coreyhaines31/marketingskills/tree/main/skills/ab-test-setupInstalled? Explore more 라이팅 & 에디팅 skills: steipete/notion, langchain-ai/langchain, bytedance/podcast-generation · View all 6 →
사용자가 A/B 테스트나 실험을 계획, 설계, 구현하거나 성장 실험 프로그램을 구축하려고 할 때 사용합니다. 또한, 사용자가 "A/B 테스트", "분할 테스트", "실험", "이 변경 사항 테스트", "변형 복사본", "다변량 테스트", "가설", "이걸 테스트해야 할까", "어느 버전이 더 나은가", "두 버전 테스트", "통계적 유의성", "이 테스트를 얼마나 오래 실행해야 하나", "성장 실험", "실험 속도", "실험 백로그", "ICE 점수", "실험 프로그램", 또는 "실험 플레이북"을 언급할 때도 사용합니다. 누군가 두 가지 접근 방식을 비교하여 어느 것이 더 나은 성과를 내는지 측정하려고 하거나 체계적인 실험 관행을 구축하려고 할 때 사용하세요. 추적 구현에 대해서는 analytics-tracking을 참조하세요. 페이지 수준 전환 최적화에 대해서는 page-cro를 참조하세요.
This repo contains 20 individual skills — each has its own dedicated page.
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions
When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions
When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions
When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions
When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions
Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions
When the user wants to find co-marketing partners, plan joint campaigns, or brainstorm partnership opportunities. Use when the user says
Build and leverage online communities to drive product growth and brand loyalty. Use when the user wants to create a community strategy, grow a Discord or Slack community, manage a forum or subreddit, build brand advocates, increase word-of-mouth, drive community-led growth, engage users post-signup, or turn customers into evangelists. Trigger phrases: \
When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions
When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions
When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Also use when the user mentions
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do I measure this," "track conversions," "attribution," "Mixpanel," "Segment," "are my events firing," or "analytics isn't working." Use this whenever someone asks how to know if something is working or wants to measure marketing results. For A/B test measurement, see ab-test-setup.
When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize my app listing,' 'improve app visibility,' 'app store ranking,' 'audit my listing,' 'why aren't people downloading my app,' 'improve my app conversion,' 'keyword optimization for app,' or 'compare my app to competitors.' Use when the user shares an App Store or Google Play URL and wants to improve it.
When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'how do we compare to X,' 'battle card,' or 'competitor teardown.' Use this for any content that positions your product against competitors. Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. For sales-specific competitor docs, see sales-enablement.
When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," "lifecycle emails," "trigger-based emails," "email funnel," "email workflow," "what emails should I send," "welcome series," or "email cadence." Use this for any multi-email automated flow. For cold outreach emails, see cold-email. For in-app onboarding, see onboarding-cro.
When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conversions," "form friction," "form fields," "form completion rate," "contact form," "nobody fills out our form," "form abandonment," "too many fields," "demo request form," or "lead form isn't converting." Use this for any non-signup form that captures information. For signup/registration forms, see signup-flow-cro. For popups containing forms, see popup-cro.
Notion CLI/API for pages, Markdown content, data sources, files, comments, search, Workers, and raw API calls.
The agent engineering platform.
Use this skill when the user requests to generate, create, or produce podcasts from text content. Converts written content into a two-host conversational podcast audio format with natural dialogue.
Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Rewrite and edit user tweets to improve engagement and visibility based on how the recommendation system ranks content.
Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors