当用户需要规划、设计或实施A/B测试或实验，或者构建增长实验计划时使用。
该技能旨在帮助开发者系统性地规划、设计和实施A/B测试或实验，以及构建完整的增长实验计划。它适用于用户比较两种方案并希望衡量哪种表现更好，或者想建立系统化实验实践的场景。该技能支持多种实验类型，包括A/B测试、分割测试、多变量测试等，并能指导用户处理实验假设、统计显著性、测试时长、实验积压、ICE评分等关键概念。此外，该技能还提供与数据集成的指导，并且与 analytics-tracking 和 page-cro 等其他技能互补，分别用于跟踪实施和页面级转化优化。用户可以通过提及相关关键词（如“A/B测试”、“实验”、“假设检验”）来触发该技能。
npx skills add https://github.com/coreyhaines31/marketingskills/tree/main/skills/ab-test-setupInstalled? Explore more 写作与编辑 skills: steipete/notion, langchain-ai/langchain, bytedance/podcast-generation · View all 6 →
当用户需要规划、设计或实施A/B测试或实验，或者构建增长实验计划时使用。当用户提到“A/B测试”、“分割测试”、“实验”、“测试这个变化”、“变体副本”、“多变量测试”、“假设”、“我应该测试这个吗”、“哪个版本更好”、“测试两个版本”、“统计显著性”、“我应该运行这个测试多长时间”、“增长实验”、“实验速度”、“实验积压”、“ICE评分”、“实验计划”或“实验手册”时也应使用。每当有人在比较两种方法并想要衡量哪种表现更好时，或者当他们想要建立系统化的实验实践时使用此技能。有关跟踪实现的信息，请参阅 analytics-tracking。有关页面级转化优化的信息，请参阅 page-cro。
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