ユーザーがA/Bテストや実験の計画、設計、実装を行いたい場合や、成長実験プログラムを構築したい場合に使用します。
このスキルは、A/Bテスト、分割テスト、多変量テストなどの実験の計画、設計、実装を支援します。統計的有意性、テスト期間、ICEスコア、仮説立案など、実験プログラム全体をサポートします。主にClaude CodeなどのAIエージェント向けで、ユーザーが新しい機能やデザインの効果を測定したい場合や、組織的な実験文化を構築したい場合に有用です。さらに、実験の追跡実装にはanalytics-tracking、ページ単位のCV最適化にはpage-croを参照するよう促します。
npx skills add https://github.com/coreyhaines31/marketingskills/tree/main/skills/ab-test-setupInstalled? Explore more ライティング＆編集 skills: steipete/notion, langchain-ai/langchain, bytedance/podcast-generation · View all 6 →
ユーザーがA/Bテストや実験の計画、設計、実装を行いたい場合、または成長実験プログラムを構築したい場合に使用します。また、ユーザーが「A/Bテスト」「分割テスト」「実験」「この変更をテスト」「バリアントコピー」「多変量テスト」「仮説」「これをテストすべきか」「どのバージョンが優れているか」「2つのバージョンをテスト」「統計的有意性」「このテストをどのくらい実行すべきか」「成長実験」「実験速度」「実験バックログ」「ICEスコア」「実験プログラム」「実験プレイブック」に言及した場合にも使用します。2つのアプローチを比較し、どちらが優れているかを測定したい場合、または体系的な実験プラクティスを構築したい場合に使用してください。実装の追跡については、analytics-trackingを参照してください。ページ単位のコンバージョン最適化については、page-croを参照してください。
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