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amplitude/builder-skills

规划和执行产品发布的多渠道分发策略,覆盖 X/Twitter、Reddit、LinkedIn、Hacker News 等平台。当有人询问创建分发计划、确定发布渠道、建立媒体名单、设置内部推广或协调多渠道推广时,可使用此技能。

builder-skills 是什么?

该技能旨在帮助开发者和产品团队系统化地规划并执行产品发布的分发策略。它强调了“广泛覆盖,然后重点投入”以及“发布只是第一天”的核心理念,指导用户将优质内容有效地传达给目标受众。技能详细提供了针对 X/Twitter、Reddit、LinkedIn 和 Hacker News 等不同平台的具体操作手册,包括发布时间、内容格式和互动策略。此外,还涵盖了如何通过内部推广渠道(如 Slack 的 #amplify 频道)放大传播效果,以及如何在发布后通过回顾分析持续优化分发流程。最终目标是将分发从一次性的活动转变为一个可重复、可迭代、且越来越高效的系统,帮助团队建立真正的分发习惯。

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

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

发布分发

该技能涵盖了“在哪里以及如何”让你的发布呈现在人们面前。即使有出色的信息和素材,如果没有分发,它们就毫无价值。目标不是无处不在——而是在你出现的每个地方都有效,并构建一个能在每次发布中不断改进的可重复系统。

分发理念

两个原则:

  1. 先广泛覆盖,再重点投入。 发布当天,在所有相关渠道发帖。你无法提前知道哪个渠道会成功。发布后,查看数据,然后在有效的渠道上投入更多。

  2. 发布只是第一天,而非全部。 初始推广驱动认知,但长尾效应——SEO、口碑、社区——驱动持续增长。分发规划应兼顾两者。

渠道手册

对于大多数产品发布,ROI 最高的三个渠道是 X/Twitter、Reddit 和 LinkedIn。先掌握这些,再逐步添加其他渠道。

X/Twitter(主要渠道)

X 是科技产品发布的默认渠道。这是初始认知浪潮开始的地方,在此渠道的强劲表现会级联到其他渠道(人们将推文截图发布到 LinkedIn,在 Reddit 上链接到帖子串等)。

时机与机制:

  • 在当天早些时候(早晨,受众所在时区)发布启动推文
  • 该算法非常重视早期互动——前 60-90 分钟决定了覆盖范围
  • 让 5-10 个拥有相关受众的人准备好在一小时内转发或引用推文
  • 在前 2-3 小时积极回复每条评论。不要只点赞——要做出有意义的回应

最大化覆盖:

  • 在整个发布周,将启动推文置顶到你的个人资料
  • 在接下来的 2-3 天内,用不同的角度(不同的价值主张、用例、指标)引用你自己的推文
  • 如果启动推文获得了关注,在 24 小时内发布一个更深入的后续帖子串
  • 监控谁在互动——回复任何拥有有意义受众的人,他们可能会再次分享

参见 launch-tweet 技能来撰写实际帖子(首行钩子、帖子串结构、媒体规则)。

Reddit(最高质量的讨论)

Reddit 在发布方面被低估了。讨论质量高,受众技术性强且有主见,一篇好的 Reddit 帖子的生命周期比推文长得多。Subreddit 帖子会在搜索结果中展示数月。

找到合适的 subreddit:

  • 确定 2-4 个目标受众活跃的 subreddit。跳出显而易见的选择——拥有 1 万到 10 万成员的小众 subreddit 的转化率往往优于大型 subreddit。
  • 仔细阅读每个 subreddit 的规则。许多 subreddit 禁止或限制自我推广。有些有特定的发布日或发布帖。有些要求最低账户年龄或 karma。
  • 在发布前先潜伏。如果你从未参与过某个 subreddit,你的发布帖会感觉像是(并被标记为)路过式垃圾推广。

帖子框架:

  • 最佳格式:「我构建了 X 来解决 Y」——关于问题和你所构建内容的真实故事。是社区贡献,而非广告。
  • 展现弱点:你哪里做错了,哪里还粗糙。Reddit 奖励诚实,惩罚华丽。
  • 撰写一个包含链接的实质性文本帖子,而不是纯链接帖子。

互动:

  • 回复每条评论,即使是批评性的。不要防备——承认合理的观点,解释权衡。
  • 在 12 小时和 24 小时后再次查看——Reddit 帖子的活跃期比推文长。

LinkedIn(B2B 最强渠道)

LinkedIn 是 B2B 和企业级产品发布中表现最好的渠道。受众是购买决策者,优质帖子获得有机覆盖的范围远高于其他平台。

放大机制:

  • 让 3-5 个团队成员或盟友在帖子发布后一小时内发表评论。LinkedIn 的算法将早期评论视为强烈的质量信号。
  • 鼓励团队成员用自己的评论进行转发(不仅仅是点击“转发”)。带有原创评论的转发比普通转发获得的覆盖范围高 3-5 倍。
  • 标记相关的人和公司,但仅限于他们真正关心的情况。过度标记看起来显得急迫。
  • 创始人/个人账户的表现始终是公司页面帖子的 3-10 倍。使用个人账户作为主要发布账户。

参见 launch-tweet 技能了解 LinkedIn 的帖子格式、钩子结构和语调。

Hacker News

  • 新产品用「Show HN」;重要更新用常规提交
  • 标题:事实性并且具体,不要有营销语言。「Show HN: [名称] – [它做什么的简单描述]」
  • 最佳时间:工作日上午(美国东部时间)
  • 在评论中保持活跃。回答每个问题,尤其是技术问题。诚实和深度大有帮助;营销话术会毁掉 HN 帖子
  • HN 首页会带来巨大流量,但注册量不高——预计会有很多浏览者。不要将其视为可靠渠道,但当它起作用时,带来的反向链接和认知度是值得的

其他渠道

BlueSky / Threads — 用户群较小但正在增长。竞争较低意味着每条帖子的可见度更高。值得发布——投入最少,偶尔有超预期的结果。

Product Hunt — PH 可以在 24 小时内带来超过 1000 名访问者,并提供有用的社会证明(徽章、排名)。然而,编辑团队现在手动策划首页,使得成功更难预测。AI 产品会面临额外的审查。为一次认真的 PH 发布预算 50-120 小时,因此最好保留给 Tier 1 时刻,当你有足够带宽时再使用。如果你确实要发布:周二或周三太平洋标准时间凌晨 12 点,回复每条评论,并且不要直接要求点赞。

邮件 — Tier 1:全列表通知。Tier 2:分发给相关用户。Tier 3:包含在更新日志摘要中。在社交帖子之后发送邮件(这为社交提供了互动的时间优势)。参见 launch-email 技能了解主题行、结构和分段。

媒体和记者 — 仅用于 Tier 1 发布。随着时间的推移建立你自己的联系人列表。在发布前 1-2 周联系,提供独家信息或提前预览。为记者提供数据、趋势背景或反向观点——而不仅仅是新闻稿。不要指望被报道;媒体报道是额外奖励,而不是分发策略。

博客/内容 — 为 Tier 1 和 Tier 2 发布发布博客文章(参见 launch-blog-post 技能)。对于技术产品,交叉发布或同步到 dev.to、Medium、Hashnode。在发布后第一周内包含一篇教程。从文档链接到博客文章,反之亦然。

内部放大

这是最被低估的分发杠杆。你的团队拥有集体的社交影响力,很可能超过你的公司账户。

设置 #amplify 频道

创建一个专门的 Slack/Teams 频道,在其中发布发布素材和文案,团队成员可以在他们的个人账户上分享。让它变得简单:

  • 预写的文案,供他们自定义
  • 直接链接到帖子,以便点赞/转发/评论
  • 明确的要求:「请在接下来 2 小时内分享这个」

使其成为文化

只有当领导层使用 #amplify 频道并且参与变为常态时,它才有效。不应让它感觉像一种义务——将其定位为「这是我们交付的很酷的东西,帮我们传播出去」。庆祝那些推动互动的团队成员。

网络和影响者请求

对于 Tier 1 发布,亲自联系 10-20 个拥有相关受众的人,请求他们转发分享。这些应该是真正的联系,而不是冷启动。来自你所在领域受人尊敬的人的个人引用推文,价值超过 100 次公司转发。

分发顺序

在发布当天,时机很重要。以下是一个典型顺序:

清晨(凌晨 6-8 点,受众所在时区):

  • 在 X/Twitter 上发帖
  • 提交到 Hacker News(如果适用)

上午中段(上午 9-11 点):

  • 在 LinkedIn 上发帖
  • 在 Reddit 上发帖(目标 subreddit)
  • 在 BlueSky、Threads 上发帖
  • 发送 #amplify 频道通知
  • 发布博客文章

上午后期/下午早期:

  • 发送邮件公告
  • 联系媒体联系人(如果适用)
  • 私信关键影响者联系人请求转发

全天:

  • 监控并在所有渠道互动
  • 回复每条评论、问题和提及
  • 在 #amplify 频道中分享有趣的回复/讨论

发布后回顾

在发布后一周内进行回顾(参见 launch-strategy 获取完整回顾框架)。具体针对分发,记录:

  1. 渠道表现 — 哪些渠道带来了最多的流量?最多的注册量?最多的互动?使用 UTM 参数追踪。
  2. 意外情况 — 意外渠道是否表现良好?某个「稳赢」渠道是否表现不佳?
  3. 网络效应 — 哪些转发或提及带来了最多的下游流量?这些是你下次发布的最佳放大合作伙伴。
  4. 时机 — 顺序是否正确?是否有任何事情应该更早或更晚进行?
  5. 投入 vs. 影响 — 你在哪里花费了最多时间?是否值得?这决定了你下一次发布如何分配。

根据发现更新你的分发清单。目标是让每次发布都比上一次更简单、更有效。

建立分发引擎

分发不是一个一次性的计划——它是一个系统。在连续的发布中:

  • 壮大你的 #amplify 文化,让团队参与自动化
  • 在每次发布中建立你的媒体和影响者花名册
  • 随时间追踪渠道表现,以了解你的可靠渠道 vs. 运气彩票
  • 培养特定于平台的直觉——在 X、Reddit、LinkedIn 和 HN 上有效的方法是不同的,并且你通过实践学习
  • 复用和模板化——你的发布顺序、邮件模板、社交媒体格式应该被优化,而不是每次重新发明

最好的分发是一种习惯,而不是一种英雄式的努力。

配套技能

  • launch-strategy — 定义发布层级和清单,决定激活哪些渠道
  • launch-tweet — 为每个平台撰写实际社交媒体文案
  • launch-email — 邮件主题行、结构和分段
  • launch-blog-post — 社交媒体和邮件指向的长篇内容
  • launch-video — 嵌入到帖子中的视觉素材(演示视频、GIF、截图)
  • launch-metrics — UTM 设置和发布后渠道表现分析

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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