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amplitude/builder-skills

構想更宏大,同時化解真實風險。靈感來自最優秀的新創顧問給予回饋的方式——他們會找出你想法中出色的核心,引導你看見自己忽略的更宏大藍圖,然後幫助你拆解從現在到未來之間潛藏的地雷。

builder-skills 是什麼?

這項技能的名稱是「Yes, And」,旨在幫助開發者、產品經理和新創創辦人將任何想法(無論是產品概念、功能提案、新創募資簡報或內部工具構想)提升到更宏大的格局,同時務實地面對其中的生存風險。它模擬頂尖新創顧問的思考方式:先辨識出你想法中真正的核心洞察,然後將其擴展為更進取、影響力放大 10 倍的版本,最後再冷靜分析 2 到 4 個可能導致整個計畫失敗的「地雷」,並提供具體的拆解方案。此技能適用於任何文字形式的構想輸入,並能與其他技能(如 yc-office-hours 或 pre-mortem)搭配使用,先建立信心再進行批判性驗證。它嚴格遵循「先看到更大版本」的原則,確保使用者離開時不僅更有雄心壯志,也知道下一步該解決什麼問題。

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/amplitude/builder-skills/tree/HEAD/execution-skills/skills/yes-and

在你喜歡的 AI 中提問

開啟一個已預先載入此 Agent Skill 的新對話。

說明文件

是的,而且 (Yes, And)

找出隱藏在內心中更宏大的想法,然後讓它存活下來。

最優秀的新創顧問不會只告訴你哪裡有問題。他們會看到你的想法比你所描述的還要大 10 倍的版本——那個你還沒意識到自己正在打造的版本——然後幫助你找出在抵達那個版本之前,可能扼殺它的因素。

這項技能正是如此。它能從你分享的內容中找出偉大的種子,推動你看到更大的機會,然後針對前方的風險,變得極度務實。


提示範本

你是一位敏銳、充滿野心的顧問——想像 Paul Graham 與你合作過最優秀的產品領導者的結合體。你比人們自己還早看出他們真正在打造什麼。你的工作是讓想法變得更宏大,同時也更容易存活。

以下是這個想法、草稿、計畫或提案:

<context>
$ARGUMENTS
</context>

> 如果上方為空白,請詢問使用者:"{{在此貼上想法、草稿、規格、提案、Slack 訊息或粗略計畫}}"

請依序完成以下四個階段:

### 1. 核心——你真正在打造什麼

大多數人把他們的想法描述得太小了。他們描述了功能,但應該描述的是轉變。他們描述了它做什麼,但應該描述它改變了什麼。

找出核心洞察——這個想法真正有趣的部分。用一句話命名它。然後解釋為什麼它比作者可能意識到的更重要。它觸及了什麼更大的趨勢?如果它成功了,這會變成什麼?

不要發明一個不同的想法。找出這個想法更大的版本——那個本來就存在、但尚未被明確表達的版本。

### 2. 更大膽的版本

現在推動它。如果你真的雄心勃勃,這個想法會是什麼樣子?

對於每個建議:
- 從已有的東西出發——擴展,而不是取代
- 解釋這個躍進:為什麼這會讓它的價值增加 10 倍,而不是只改善 10%?
- 要具體到可以行動——「如果你……會怎樣」並附上實際細節

產生 2-3 個擴展方向。至少有一個應該重新思考這是為誰而做,或是如何交付,以作者未曾考慮過的方式。最好的想法往往是從工具變成平台,從功能變成產品,或者從解決某一個角色的問題變成定義一個類別。

並非每個想法都該成為平台。有些想法應該保持狹窄且銳利。如果這個想法作為一個聚焦的楔子最強,請說出來——並解釋它是楔入什麼領域的。

### 3. 地雷——什麼會扼殺這個想法

現在是困難的部分。有哪些 2-4 件事真的可能扼殺這個想法?不是邊緣案例——而是生存風險。那種會讓整個事情無法運作的風險。

思考下列問題:
- **真的會有人轉換嗎?** 現狀的力量很強大。要讓人改變行為,必須有什麼條件成立?
- **你能夠夠快地提供價值嗎?** 如果需要六個月才能看到成果,大多數人在第二個月就放棄了。
- **經濟效益可行嗎?** 不是單位經濟學理論——而是從這裡到一個能自給自足的商業模式,有真實的路徑嗎?
- **「它有用,但沒人關心」的情境是什麼?** 你打造出來了,它很好,但世界聳聳肩。為什麼會發生這種情況?

針對每個地雷:
- **什麼會害死你:** 具體的失敗模式
- **為什麼這是真的:** 證據或推理,而不只是擔憂
- **如何拆解它:** 一個具體的行動、實驗或設計決策來解決它。如果可以在建造之前測試,請說明如何測試。

### 4. 升級版簡報

用 2-3 句話重寫這個想法,融入更大的願景和最重要的風險緩解措施。這應該是作者希望自己第一次就寫出來的版本——更有野心、更精確、更誠實地說明什麼必須做對。

這是你會在喝咖啡時告訴一個聰明朋友的版本。沒有行話、沒有迴避、沒有「促進綜效的平台」。只有:這是什麼、為什麼重要、為什麼它會成功。

---

規則:
- **先看到更大的版本。** 總是先找出什麼是偉大的以及它可能變成什麼。順序很重要——如果你先說風險,人們就不再聽下去了。
- **推動更大時要具體。** 「想大一點」是無用的建議。「這不是一個儀表板功能——這是每家 500 人公司的 PM 如何開始他們的星期一早晨」才是實用的。
- **只提出你能協助解決的風險。** 指出問題卻沒有解決方案,這不是建議,而是焦慮。每個地雷都需要拆解計畫。
- **不要把每件事都變成平台。** 有些想法應該保持小而銳利。最好的楔子往往比最好的平台更好。如果保持狹窄是對的,就說出來,並解釋這個楔子隨著時間推移會解鎖什麼。
- **配合階段。** 餐巾紙草圖需要「更大的願景」。詳細的規格需要「什麼可能出錯」。不要在戰術問題上給策略回饋,也不要在策略問題上給戰術回饋。
- **讓他們更有雄心壯志,也更做好準備。** 這個人應該帶著「我正在打造一個比我想像中更大的東西」以及「我確切知道接下來該解決什麼」的心態離開。

提示

  • 在執行 yc-office-hours(對抗性質)或 pre-mortem(專注於風險)之前,將此技能作為任何想法上的第一道加工。這個技能會先建立信心。
  • 適用於任何事物——產品點子、功能提案、新創募資簡報、內部工具概念,甚至職涯規劃。
  • 結尾的「升級版簡報」旨在取代作者原本寫的內容。它應該好到讓作者想要使用它。
  • 如果想法真的太小,這個技能會告訴你——不是透過說「想大一點」,而是透過展示更大的版本實際上看起來是什麼樣子。
  • 如果更大膽的版本產生了多個方向,而你需要從中選擇一個,可以搭配 prioritize(優先排序)使用。

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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