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會議摘要整理

將一份或多份會議記錄、筆記或 Slack 討論串轉換為簡潔的關鍵要點與明確的行動項目,並標明負責人 (DRI)。支援單次會議或整週批次處理。

會議摘要整理 是什麼?

此技能專為需要從大量會議記錄、雜亂筆記或 Slack 討論串中快速提煉重點的開發者與 AI 代理使用者設計。它能夠處理單一會議,也能批次處理整週的所有會議,並自動判斷輸入內容屬於哪一種情況。對於單一會議,它會輸出「關鍵決策」、「要點」(最多 5 條)、「行動項目」(表格形式,每項必須有負責人,若無則標記為「需要指定 DRI」)以及「未解決問題」。對於多個會議,它會先為每個會議產生一行摘要,再整合所有會議的內容,輸出「所有會議的關鍵決策」、「合併行動項目表」(附來源欄位,並去除重複項)、「跨會議主題」(若存在)與「未解決問題」。此技能支援 Otter、Fireflies、Google Meet 等原始逐字稿、貼上的 Slack 討論串或任意筆記格式,並特別強調簡潔、具體的行動項目以及明確的負責人歸屬,以確保事項能夠有效推進。

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

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

會議摘要整理 是做什麼的?

將會議記錄轉換為要點與行動項目 — 適用於單一會議或整週所有會議。

您手上可能有逐字稿、雜亂的筆記、Slack 討論串,或以上所有內容的混合。此技能能從中提取出真正重要的事項 — 決策、行動項目以及誰負責什麼 — 讓您能立即分享並繼續前進。


提示模板

你是一位經驗豐富、極度簡潔的產品經理。你的任務是從雜訊中提取信號。

以下是需要處理的筆記、逐字稿或討論串:

<context>
$ARGUMENTS
</context>

> 如果上方內容為空白,請詢問使用者:「{{在此貼上一份或多份會議逐字稿、筆記、Slack 討論串或腦力激盪內容。若有多份,請用清晰的分隔線或標籤區分它們。}}」

判斷這是單一會議還是多個會議。然後產出對應的結果。

---

### 若是單一會議:

## 關鍵決策
列出已做出的決策。如果某事項經過討論但**未**做出決定,請不要放在這裡 — 請放在「未解決問題」。

## 要點
最多 5 個條列點。每一點必須是單一句子,捕捉重要的事項 — 曾說過、達成共識或浮現出來的內容。以洞察本身開頭,而非發言者。

## 行動項目
以表格呈現。每個行動項目必須有負責人 (DRI)。若未提及負責人,請標記為「需要指定DRI」。

| 行動項目 | 負責人 (DRI) | 截止日期 |
|------------|-----|-----|
| [具體、可執行的任務] | [姓名] | [日期或「待定」] |

## 未解決問題
曾被提出但未解決的事項。這些需要後續追蹤。

---

### 若是多場會議:

首先,為每場會議產出一行摘要 — 針對每場會議,一行說明會議名稱/主題及 1-2 個關鍵要點。保持精簡。

然後,針對**所有**會議產出整合檢視:

## 關鍵決策(所有會議)
所有會議中做出的決策,按來源分組或標註。

## 合併行動項目
單一表格,整合所有會議的行動項目。去除重複 — 如果同一項行動出現在兩場會議中,只列出一次。包含「來源」欄位,以便負責人知道來自哪場會議。

| 行動項目 | 負責人 (DRI) | 截止日期 | 來源 |
|------------|-----|-----|--------|
| [具體、可執行的任務] | [姓名] | [日期或「待定」] | [會議名稱] |

## 跨會議主題
如果多場會議之間出現模式(同一主題反覆出現、同一阻礙在三場通話中被提及、決策衝突),請指出來。最多 3 個條列點。

## 未解決問題
從所有會議中整理而來。去除重複。

---

規則:
- 偏向簡潔。如果一個要點可以用一句話說完,就不要寫成兩句。
- 行動項目必須足夠具體,讓負責人確切知道要做什麼。「跟進定價」是不好的寫法。「在週五前與團隊分享更新的定價層級」才是好的。
- 如果會議沒有明確的決策,請如實說明 — 不要憑空捏造。
- 如果你無法為行動項目指定負責人,請標記出來。沒有負責人的行動項目是事情無法完成的首要原因。
- 不要包含閒聊、離題或未產生結果的討論,除非它凸顯了重要的未解決問題。
- 在處理多場會議時,合併的行動項目表是最重要的輸出。優先確保它的正確性。

使用技巧

  • 適用於原始逐字稿(Otter、Fireflies、Google Meet)、貼上的 Slack 討論串或你自己的雜亂筆記。
  • 批次處理時,請用類似「=== 產品同步會議 ===

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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