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amplitude/builder-skills

撰写产品发布公告邮件和更新日志摘要。当涉及撰写发布邮件、公告邮件、产品更新邮件、更新日志摘要,或任何与产品发布相关的邮件文案时,可调用此技能。

builder-skills 是什么?

此AI代理技能专为高效编写产品发布相关的电子邮件而设计,涵盖全列表公告、细分用户群体定向邮件和更新日志摘要。它提供了一套基于发布层级(Tier 1-3)的邮件结构模板,并详细指导如何撰写有效的主题行、预览文本、正文、行动号召按钮以及署名。技能重点在于确保邮件内容与用户群体高度匹配,避免发送不相关的信息,并优化邮件发送的时机(如相对于社交媒体帖子的发布顺序)。该技能适用于Claude Code、Cursor等平台,通过执行具体提示(如“为本次发布撰写邮件”)来触发,帮助用户利用已建立的用户关系,提升转化率。它还包含常见的错误预防建议,并与其他发布系列技能(如launch-strategy)协同工作。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/amplitude/builder-skills/tree/HEAD/launch-skills/skills/launch-email

在你喜欢的 AI 中提问

打开一个已预加载此 Agent Skill 的新对话。

文档

发布邮件

此技能用于撰写产品发布相关的电子邮件——从全列表公告到细分用户功能邮件,再到更新日志摘要。在转化率方面,邮件一贯优于社交媒体,因为它能触达那些已经关心的用户。目标是利用这种已有的关系:直接、有价值,并引导读者快速抵达产品。

按发布层级划分的邮件类型

层级1:全列表公告

适用于重大新产品或平台变革。发送至整个订阅用户列表。这是您最重要的邮件——请认真对待。

结构:主题行 → 开场(发布了什么 + 为什么重要) → 视觉(截图或GIF) → 2-3个支撑点 → 单一行动号召(CTA) → 署名。

控制在400字以内。邮件不是博客文章。可以链接到登陆页和博客文章以获取深度内容。

层级2:细分用户公告

适用于对特定用户子集重要的重大新功能。仅发送给相关细分用户——这样做既更精准,也能保护您的完整列表免受邮件疲劳。

结构:主题行 → 直接切入(此细分用户为何应关注) → 功能介绍 → 如何尝试 → 行动号召(CTA)。

控制在300字以内。细分用户已经了解您的产品;跳过开场白。

层级3:更新日志摘要

适用于较小的改进,每周或每两周打包发送。发送给选择接收更新日志更新的用户。

结构:"[X月X日那一周] — 新功能" → 改进项目的简短列表 → 完整更新日志链接。

控制在150字以内。简洁表示对读者时间的尊重。

主题行

主题行对于邮件而言,相当于推文的首行。它决定了邮件是否被打开。

有效方法

  • 具体性:"实时转录现支持14种语言"优于"关于我们API的重大消息"
  • 价值优先:以读者能获得什么开头,而不是您发布了什么
  • 简短:移动端控制在50字符以内。预览文本负责承载剩余信息
  • 不要标题党:您的列表是因为信任才选择订阅的。不要滥用这一点

主题行公式

  • "介绍[产品/功能]:[一行价值主张]"
  • "您现在可以[具体能力]"
  • "[产品]刚刚获得了[改进] — 以下是变化"
  • "[功能]已上线:[具体好处]"
  • "新功能:[具体事物]面向[具体受众]"

预览文本

大多数邮件客户端会在主题行后显示40-90个字符的预览文本。请有意为之——不要让邮件客户端直接拉取正文的第一行(通常是不可读的)。预览文本应补充主题行,而非重复。

主题行:“介绍语音应用的实时翻译功能” 预览:“14种语言,低于200毫秒延迟,现于免费层开放”

应避免的内容

  • “我们激动地宣布...” (埋没了价值,过度使用)
  • 主题行中的表情符号(使用前请A/B测试;在B2B中通常降低打开率)
  • 全部大写或过多标点(触发垃圾邮件过滤器 + 显得绝望)
  • 模糊的预告:“有大事要来...” (过度使用会侵蚀信任)
  • 与邮件内容不符的误导性主题行

公告邮件结构

开头(1-2句话)

说明发布了什么及其主要价值。无需热身。不要写“希望您度过了愉快的一周”。

好的例子: “今天,我们推出了[功能] — 您现在可以直接在[产品]中[做具体事情]。”

差的例子: “我们一直努力打造一些我们非常激动与您分享的东西。”

正文(100-200字)

涵盖2-3个支撑点。每个点都应回答读者的问题:

  • 它是做什么的?(如果开头没有完全说明)
  • 它是如何工作的?(1-2句话,足以打消“这太难了?”的顾虑)
  • 为什么它很重要?(具体成果,而非抽象好处)

使用短段落——最多2-3句话。文字墙邮件会被扫读或删除。

视觉元素

包含产品截图、GIF或短视频。嵌入而非提供链接。视觉元素应展示产品正在执行开头所承诺的动作。不要使用库存照片。

行动号召(CTA)

一个链接。做成按钮,不要只是超链接。要具体:“立即尝试[功能]”优于“了解更多”。

将其放在正文之后显眼的位置——不要埋在第二屏文字的底部。

署名

保持人性化。姓名、职位,以及可选一句关于您正在做什么的简介。避免在法律免责声明占用主要邮件正文(将其放在下方的微小字体中)。

细分决策

场景目标用户
新产品,新类别全部列表
面向高级用户的主要功能使用相关功能的用户
与第三方工具的集成已连接该工具的用户
价格变更仅受影响的付费计划层
Beta → 正式版已上线参与Beta测试的用户 + 候补名单
更新日志摘要仅更新日志订阅者

发送给错误的细分用户比根本不发送更糟。将面向高级用户的功能邮件发送给不活跃的免费用户,会训练他们忽略您的邮件。

相对于社交媒体的时机

邮件不是发布日第一发送的东西——社交媒体才是。顺序如下:

  1. 先发社交媒体帖子(清晨)— 受众活跃时,获取即时互动
  2. 发布博客文章 — 邮件会链接到它,因此博客必须先行上线
  3. 发送邮件(上午中期至下午早期)— 捕获错过社交媒体的人;为博客文章带来反向链接流量

对于层级1的发布,在社交媒体帖子发出后2-4小时发送邮件。这样可以错开流量来源,并让您在邮件中有内容可说(“查看完整文章 →”)。

更新日志摘要格式

摘要是一种习惯,而非一次公告。它通过展示持续的动力来奖励保持订阅的用户。

摘要结构

主题: [产品]更新 — X月X日那一周

本周新功能:

• [改进1] — 一句话说明变化及其重要性
• [改进2] — 同上
• [改进3] — 同上

[可选:一句话说明下周计划]

→ 完整更新日志:[链接]

每个项目符号保持一句话。如果一个改进需要更多解释,它可能值得单独发送一封层级2的邮件。

在固定的日期发送摘要(周五下午效果不错——这是一个低发送竞争窗口,且感觉像每周总结)。

常见错误

  • 在登陆页或博客文章上线前发送邮件。 邮件的工作是将用户引向某个地方。确保目标页面已存在。
  • 篇幅过长。 邮件不是深入阐述的地方。为此请链接到博客文章。
  • 多个行动号召。 主要行动号召之后的每一个额外链接都会降低其点击率。每封邮件只设置一个目标。
  • 给所有人发送相同的邮件。 与列表20%用户相关的功能公告,对于另外80%的用户来说就是噪音。
  • 没有纯文本版本。 某些邮件客户端会拦截HTML。请同时发送两种格式。
  • 在错误的时间发送。 B2B邮件在周二至周四、收件人所在时区的上午9-11点表现最佳。面向消费者/开发者的受众,发送时间可适当偏晚。

配套技能

  • launch-strategy — 消息摘要(邮件的主要价值主张和受众)
  • launch-tweet — 在邮件之前发送的社交媒体文案
  • launch-blog-post — 邮件链接到的博客文章
  • launch-distribution — 邮件在整个发布顺序中的位置

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

amplitude/builder-skills

Performs deep analysis of a specific Amplitude chart to explain trends, anomalies, and likely drivers. Use when a metric looks unusual, investigating a spike or drop, or understanding the "why" behind numbers.

amplitude/builder-skills

Deeply analyze Amplitude dashboards by analyzing key charts, surfacing top areas for concern and takeaways, identify anomalies, then explain changes using customer feedback trends.

amplitude/builder-skills

Designs A/B tests with proper metrics and variants, analyzes running or completed experiments, and interprets results with statistical rigor. Use when setting up experiments, checking experiment status, analyzing results, or making ship decisions.

amplitude/builder-skills

Synthesizes customer feedback into actionable themes including feature requests, bugs, pain points, and praise. Use when planning product roadmap, understanding user sentiment, investigating specific issues, or preparing voice-of-customer reports.

amplitude/builder-skills

Analyze MCP server usage instrumented with Amplitude's MCP Analytics SDK: break usage and errors down by tool, read the rationales within each tool to see what callers are trying to do, and produce a prioritized write-up of actionable fixes. Use this skill whenever the user asks to understand how their MCP server is being used, what agents/users are trying to do with it, why tool calls are failing, what to fix or improve in their MCP server, or asks for an "MCP usage report", "tool error analysis", "intent analysis", "rationale clustering", or "MCP insights". Also trigger when the user mentions [MCP]-prefixed events, tool rationale, tool call errors, or just finished instrumenting their MCP server and wants to see what the data says. Requires the Amplitude MCP connector.

amplitude/builder-skills

Read lost deals and churned accounts from your CRM, extract reasons clustered by theme (missing features, pricing, competitors, UX), and write a prioritized weekly analysis with product improvement recommendations. Use before roadmap planning or to build the case for prioritizing retention work.

amplitude/builder-skills

Creates Amplitude charts from natural language descriptions, handling event selection, filters, groupings, and visualization choices. Use when you know what you want to measure but prefer not to build the chart manually.

amplitude/builder-skills

Guide an Amplitude user through building a custom agent by suggesting use cases grounded in their role and data, shaping the idea into a well-formed spec, and generating a ready-to-run Global Agent deeplink that creates it. Use to create, build, or set up a custom agent, automate a recurring analysis, or put a repeated report on a schedule.

amplitude/builder-skills

Builds comprehensive Amplitude dashboards from requirements or goals, organizing charts into logical sections with appropriate layouts. Use when creating a complete dashboard from scratch or assembling existing charts into a cohesive view.

amplitude/builder-skills

Monitors all active and recently completed experiments across Amplitude projects, triages them by importance, then runs deep analysis and reporting on the most impactful ones. Use when the user asks to "check on experiments", "experiment status", "experiment review", "what experiments are running", or wants a periodic experiment health report.

amplitude/builder-skills

Pull Intercom tickets and Slack support messages from the past 7 days, classify each signal, enrich with CRM data (ARR, plan, renewal), score by customer value and churn risk, and output a tiered priority report saved to Drive. Use when you need a fast, data-driven view of what support signals matter most.

amplitude/builder-skills

Use this skill whenever a user wants to improve existing pages on their website to get cited more by AI models — whether they say "our pages aren't getting cited", "improve this page for AI visibility", "which of our pages should we update", "make this article more cite-worthy", "our competitors are getting cited instead of us", "update our content for AI search", or any variation where the goal is improving an existing asset rather than creating something new. This skill pulls owned pages from AI Visibility, identifies which ones have citation potential but are underperforming, compares them against the external pages that are winning citations on the same topics, and produces section-level rewrites or a full-page update — then pushes the revision to the CMS as a draft. Trigger even if the user just says "help me get cited more" or "why is [competitor] getting cited instead of us".

amplitude/builder-skills

Use this skill whenever a user wants to win AI citations on prompts that competitors currently dominate — whether they say "competitors are getting cited instead of us", "we're losing on these prompts", "how do I outrank [competitor] in AI answers", "find prompts where we should be winning", "create content to beat [competitor]", or any variation where the goal is capturing AI share on prompts a competitor currently owns. This skill pulls competitor visibility data from AI Visibility, identifies the specific prompts where competitors win and Amplitude is absent, clusters them by intent, and produces targeted comparison pages, alternatives content, or rebuttal assets — then pushes drafts to CMS. Trigger on any mention of competitor, prompt hijack, outrank, or "why is [competitor] getting cited instead of us".

amplitude/builder-skills

Use this skill whenever a user wants to turn AI Visibility data into published content — whether they say "find content gaps", "what should we write about", "which topics have low visibility", "help me get cited by AI models", "create a blog post from our AI Visibility gaps", "we're losing to competitors on these prompts", or any variation where they want to go from AI visibility weakness to a draft article, landing page, or FAQ. This skill connects directly to Amplitude AI Visibility data (topics, prompts, visibility scores, citations, competitor data, full LLM responses and sources) and produces a publish-ready content brief plus full article draft. If the user mentions CMS (WordPress, Webflow, Contentful, Sanity, HubSpot, Ghost, Shopify), also trigger this skill to push the draft directly. Trigger even if they just say something vague like "what content should we create?" in an AI Visibility context.

amplitude/builder-skills

Use this skill whenever a user wants to test content variants before publishing to find which one will get cited most by AI models — whether they say "which version of this content will perform better", "test this article before we publish", "simulate how AI will respond to this content", "which angle should we use", "generate content variants and pick the winner", "run a simulation before publishing", or any variation where the goal is data-driven content selection rather than gut-feel publishing. This skill takes an identified content opportunity, generates 2–3 distinct variants with different angles or structures, scores them against actual AI model responses from AI Visibility, references the Simulate Changes feature for pre-publish validation, and produces a clear recommendation on which variant to publish — then pushes the winner to CMS. Trigger on any mention of "simulate", "test variants", "which performs better", "A/B content", or "before we publish".

amplitude/builder-skills

Use this skill whenever a user wants to understand which external sources are being cited by AI models on topics relevant to their brand, and wants to create content that will outrank those sources — whether they say "what sources are AI models citing", "why is [third-party site] being cited instead of us", "we want to be the definitive source on X", "build something that gets cited more than G2 or TechRadar", "create an authoritative asset", or any variation where the goal is producing a new reference asset (definition page, benchmark, methodology, glossary, comparison hub) designed to beat existing top-cited sources. This skill analyzes AI Visibility source data, reverse-engineers what makes top-cited pages authoritative, and produces a superior source asset — then pushes it to CMS as a draft. Trigger on any mention of "sources", "third-party citations", "authoritative content", "definitional pages", or "outrank".

amplitude/builder-skills

Instrument a Node/TypeScript MCP server with Amplitude's @amplitude/mcp-analytics SDK so tool calls, sessions, and rationale are tracked as Amplitude events. Use this skill whenever the user wants to add Amplitude analytics to their MCP server, mentions "MCP Analytics", "@amplitude/mcp-analytics", "instrument my MCP server", "track MCP tool calls", "add rationale to my MCP tools", or wants agent traffic (Claude, Cursor, ChatGPT) attributed back to Amplitude. Also use for adding UTM tagging to MCP-returned links, or for troubleshooting identity/user_id mismatches between MCP events and web/mobile Amplitude data.

amplitude/builder-skills

Instruments a pull request with Amplitude analytics that conform to the project's existing taxonomy. Reads the tracking plan via the Amplitude MCP server (events, properties, naming conventions), analyzes the PR diff to find the few user actions genuinely worth tracking, detects the codebase's SDK and tracking patterns, and adds instrumentation that matches both. Optionally (opt-in) stages new events and properties on an Amplitude tracking-plan branch for data-governance review. Use when asked to "instrument this PR", "add analytics to this change", "add tracking", "add Amplitude events", "instrument this feature", or "what should I track here".

amplitude/builder-skills

Diagnoses product health by cross-referencing Amplitude analytics (dashboards, charts, funnels, feedback, AI agent analytics), optionally Datadog (errors, latency, stack traces), and optionally Slack (qualitative feedback, bug reports, feature requests). Identifies what's broken, what's working, and what to do about it — with root causes, not just symptoms. Use when asked to "diagnose my product", "what's going on", "product health check", "what's broken", "where are users struggling", "give me a product diagnosis", or "what should I focus on".

amplitude/builder-skills

Summarizes B2B account health by analyzing usage patterns, engagement trends, risk signals, and expansion opportunities. Use for customer success reviews, renewal preparation, QBRs, or account prioritization.

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