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amplitude/builder-skills

计划并执行产品发布,使用分层框架——从大型新产品到小型改进。每当有人要求计划发布、创建发布清单、定义发布层级、撰写发布文案或协调产品发布时,使用此技能。

builder-skills 是什么?

这是一个综合性产品发布策略技能,旨在帮助团队将每一次产品更新都视为一个潜在的发布时刻,并按其重要性进行规模化处理。它定义了三层发布框架:Tier 1(重大新产品或平台转变)需要完整的发布活动(包括视频、落地页、媒体宣传等);Tier 2(重大新功能)需要中等规模的公告;Tier 3(小型改进)只需简单的变更日志和社交媒体更新。该技能还提供了消息传递框架(包括命名、受众、价值主张和证据点)、可定制的发布清单模板以及发布后回顾流程,帮助团队构建持续优化的发布引擎。它支持多种项目管理工具,并引用了一系列配套技能(如launch-tweet、launch-email等)用于具体的执行任务。

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

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

发布策略

此技能帮助使用结构化、可重复的框架来计划和执行产品发布。核心洞察:大多数团队只做大规模、轰动的发布。通过将每一次发布(无论其重要性大小)都视为一个潜在的发布时刻,你可以持续建立知名度、获客和激活。目标是建立一个发布引擎,而不是一次性事件。

发布层级

每个发布都映射到三个层级之一。层级决定了在消息传递、资产和分发上投入多少精力。

第一层:重大新产品或平台转变

全面发布。这是你的标志性时刻——新产品、重大品牌重塑、平台扩展。预计准备时间为2-4周。

典型资产: 发布视频(动态设计或创始人叙事)、专属落地页、博客文章、媒体联系、社交活动(所有平台)、面向全部用户的邮件、内部推广推送。

第二层:重大新功能

一个能改变用户能力的实质性新增功能。值得单独发布公告,但不需要全面的媒体推广。预计准备时间为1-2周。

典型资产: 发布推文/帖子、博客文章或变更日志条目、更新后的落地页板块、面向相关用户群体的邮件、2-3个平台上的社交帖子。

第三层:小型改进和迭代

错误修复、UI 打磨、渐进式改进。仍然值得宣布——它们传递出产品正在不断创新和受到关注的信息。准备时间:几小时到一天。

典型资产: 变更日志条目、一个社交平台上的帖子、可选的邮件摘要提及。

如何选择层级

问问自己:“如果一个潜在客户看到这个公告,会改变他们对产品能力的看法吗?”如果会→第一层或第二层。如果更多是关于质量和可靠性→第三层。

拿不准的时候,就升一级。发布不足比发布过度更常见。一个本应是第三层的发布却按第二层来准备,只会多花几个小时。而一个本该以第一层发布的重大更新被降级为第三层,则是错失的增长机会。

消息传递框架

消息传递优先于其他所有事项。在消息锁定之前不要开始制作资产。一段普通的视频配上一个优秀的消息传递,其效果远超一段精美视频配上混乱的定位。

消息传递简报

对于每一次发布(任何层级),请定义:

  1. 名称 — 你叫它什么?对于有 SEO 潜力的功能,使用搜索数据来选择。查看人们实际搜索的内容(例如,“speech to text” vs. “transcription API”——如果受众匹配,选择搜索量更大的)。Google Trends 和关键词研究平台可以提供帮助。

  2. 受众 — 谁具体受益?要精确。“开发者”太宽泛。“构建实时语音应用的后端工程师”为您提供了明确的写作目标。

  3. 主要价值主张 — 一句话。他们现在能做之前不能做什么,或者有什么显著改善?这将成为所有地方的标题。

  4. 次要价值主张 — 2-3 个支持点。这些内容填充博客文章、落地页板块和推文/帖子。

  5. 证明点 — 数据、基准、对比、客户引用。任何能让价值主张具体而非空想的东西。

消息传递测试

大声读出你的主要价值主张。如果它也同样适用于描述竞争对手的产品,那说明它太泛泛了。最好的价值主张足够具体,能让目标受众中的某个人立即知道这是否适合他们。

发布清单系统

创建一个包含所有可能发布动作的主清单,并按层级组织。对于每次新发布:

  1. 将主清单复制到一个新实例(新标签页、新工单、新页面)
  2. 删除不适用于此层级/发布的行
  3. 为剩余的行分配负责人和截止日期
  4. 将其作为发布日当天唯一的真实信息来源

工具选择

选择一个系统并坚持使用。具体工具比坚持使用本身的重要性要低。

  • 电子表格(Google Sheets、Notion 数据库)— 最简单。适用于小团队。一个主表,每个发布一个标签页。缺点:没有内置的分配或通知功能。
  • 项目管理工具(Linear、Asana、Notion)— 更适合团队。创建一个发布模板项目。每个发布都获得一个副本,其中包含可分配的任务和截止日期。Linear 标签或 Asana 版块可以映射到下面的层级列。
  • 文档 + 清单(Notion、Google Docs)— 折中方案。带复选框的模板文档。易于复制,但跨发布的状态跟踪更难。

无论你使用何种工具,每次回顾后都要更新主模板。模板是一个活的文档——它会随着每次发布而变得更好。

清单模板结构

类别操作第一层第二层第三层负责人截止日期状态
消息传递编写消息传递简报✓✓✓
消息传递为命名进行 SEO 关键词研究✓可选—
资产发布视频✓可选—
资产落地页(新建或更新)✓✓—
资产博客文章✓✓可选
资产变更日志条目✓✓✓
社交发布推文/帖子✓✓✓
社交LinkedIn 帖子✓✓可选
社交其他平台(BlueSky、Threads)✓可选—
分发Product Hunt 提交✓可选—
分发Hacker News 帖子✓可选—
分发媒体/记者联系✓——
分发邀请影响者/网络转发✓✓—
邮件全量用户公告✓——
邮件特定用户群体邮件可选✓—
邮件变更日志摘要提及—可选✓
内部#amplify 频道发布✓✓可选
内部团队简报✓可选—
追踪为所有链接设置 UTM 参数✓✓可选
追踪验证分析事件是否触发✓可选—
追踪捕获基准指标✓✓—
发布后安排回顾(一周后)✓✓—

发布时间线

第一层时间线(2-4周)

第3-4周之前: 锁定消息传递简报。开始落地页和视频制作。开始媒体联系(记者需要提前准备时间)。

第1-2周: 确定所有资产。撰写社交文案。准备邮件。向内部团队简要介绍。设置追踪(UTM参数、分析事件)。对分发序列进行预演。

发布日: 按顺序执行分发——首先社交(早上),然后邮件,然后媒体禁令解除。全天监控并回复评论/回复。

发布后一周: 进行回顾。

第二层时间线(1-2周)

第2周之前: 锁定消息传递。开始博客文章和落地页更新。

第1周: 确定文案。撰写社交帖子。准备邮件用户群体。

发布日: 发布社交内容、发布博客、发送邮件。回复互动。

第3-5天后: 快速回顾(异步,例如 Slack 线程)。

第三层时间线(当天或次日)

发布。编写变更日志条目和一篇社交帖子。完成。如果是批量小型改进的一部分,将它们捆绑到每周摘要中。

发布后回顾

不要跳过这一步。回顾是将单个发布转变为复合发布引擎的关键。

涵盖内容

  1. 哪些有效? 哪些渠道带来最多流量、注册或互动?哪些消息传递引起了共鸣?
  2. 哪些无效? 哪些资产表现不佳?时间线在哪方面出现延误?
  3. 意外情况? 是否有意料之外的渠道爆发?是否有特定的表述效果超出预期?
  4. 数据 — 流量、注册、激活、社交互动、媒体报道。如果可以,与之前的发布进行比较。
  5. 清单更新 — 根据学到的经验,从主清单中增加或删除项目。

回顾形式

保持轻量。对于第二层发布,一个 Slack 线程或 15 分钟的电话就足够了。第一层发布值得一份简短文档。关键产出是对清单和流程的具体更改,而不是一篇回顾性论文。

“一切都是发布”的理念

如果你每月发布多次,但每季度只正式推出几次,那你就是在将增长机会拱手让人。每一次发布都是一个讲述你的故事、提醒人们你的存在并展示产品动力的机会。

这并不意味着每个错误修复都需要一份新闻稿。它意味着每次改进都应该得到某种程度的公告,并根据其重要性进行缩放。第三层发布只需几分钟。持续可见性的复合效应是巨大的。

养成习惯:当 PR 合并时,发布清单就应打开。

与配套技能协作

此技能负责策略和规划。具体执行方面,请参考:

  • launch-tweet — 撰写社交文案(推文、帖子、LinkedIn、跨平台)
  • launch-email — 邮件主题行、公告结构、用户细分、变更日志摘要
  • launch-blog-post — 撰写公告博客(结构、SEO、AEO)
  • launch-video — 演示视频、GIF、截图以及使用 Remotion 制作的程序化视频
  • launch-landing-page — 构建落地页(结构、紧迫性机制、SEO、转化)
  • launch-distribution — 按渠道分发和发布日序列
  • launch-metrics — UTM 设置、按层级的 KPI、基准预期、回顾数据框架

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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