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支持反馈优先级排序

拉取过去7天的Intercom工单和Slack支持消息,对每条信号进行分类,用CRM数据(ARR、套餐、续约)进行丰富,根据客户价值和流失风险评分,并输出分层的优先级报告保存到Google Drive。当需要快速、数据驱动地了解哪些支持信号最重要时使用。

支持反馈优先级排序 是什么?

这是一个为AI代理(如Claude Code、Cursor或Codex)设计的技能,旨在将一周内来自Intercom和Slack的分散支持反馈,转化为一个经过排名和丰富数据的可操作列表。它自动收集所有信号,将其分类为Bug、UX困惑、功能请求、计费问题或流失风险,然后用CRM中的ARR、套餐类型和续约日期等数据丰富每条记录。通过加权优先级模型(对流失风险和高端客户加倍计分,自动升级重复问题)进行评分,最终输出一个包含“严重”、“高”、“中”、“仅供参考”四个层级的Markdown报告,并保存到Google Drive。此技能对于产品经理、客户成功团队和工程负责人特别有用,他们需要优先处理最具影响力的支持问题,无需手动整理数据。它需要Intercom、Slack、CRM(HubSpot/Attio)和Google Drive等MCP连接才能运行。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/support-feedback-prioritization

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

支持反馈优先级排序 是做什么的?

将一周的支持噪音转化为按优先级排序的丰富操作列表——只需几分钟。

你有Intercom工单、Slack线程和充满客户数据的CRM。此技能会读取所有这些数据,对每条信号进行分类,用ARR和套餐数据丰富每条记录,并使用加权优先级模型对堆栈进行评分。输出是一个四层报告——严重、高、中、仅供参考——让你清楚了解周一早上应该把精力放在哪里。


提示模板

/schedule 以{{COMPANY_NAME}}的客户反馈分析师身份行动。

### 第1步 — 收集信号
收集过去7天来自以下渠道的所有反馈:
- Intercom:所有工单和对话
- Slack:{{SLACK_CHANNELS}}

对于每条信号,记录:来源、客户名称或ID、日期、一句话摘要以及原始文本。

### 第2步 — 分类
为每条信号分配一个类别:
- Bug — 某些功能出现故障
- UX困惑 — 用户找不到或无法理解某个功能
- 功能请求 — 明确要求新功能
- 计费问题 — 定价、发票或套餐混淆
- 流失风险 — 包含“取消”、“离开”、“切换”、“失望”、“沮丧”等关键词

### 第3步 — 用CRM数据丰富
对于每条信号,查询{{CRM_NAME}}获取:
- ARR或交易价值
- 套餐类型(免费/入门版/专业版/企业版)
- 公司规模
- 续约日期
- CSM或客户负责人名称

如果无法在CRM中找到客户,记录“CRM:未找到”并继续。

### 第4步 — 评分和排名
- 流失风险信号:分数乘以×3
- 企业或高ARR客户(ARR前20%):分数乘以×2
- 同一问题出现3次及以上,来自不同客户:自动向上提升一个层级
- 在所有其他因素相同的情况下,Bug的优先级高于功能请求

### 第5步 — 撰写报告
将名为SupportDigest_{{DATE}}.md的Markdown文件保存到Google Drive的{{OUTPUT_FOLDER}}中。

## 🔴 严重 — 今天行动
## 🟠 高 — 本周行动
## 🟡 中 — 监控
## ℹ️ 仅供参考

对于每条项目:| 公司 | ARR | 套餐 | 类别 | 来源 | CSM | 建议操作 |

## 趋势
3-5句话,描述暗示系统性问题的反复出现的主题和模式。

规则:
- 只读——不要发送消息或回复工单
- 完成后返回Drive链接

设置

字段值
所需MCPIntercom、Slack、CRM(HubSpot / Attio)、Google Drive
输出SupportDigest_YYYY-MM-DD.md → /Product/SupportDigest
调度器每周一次,周一早上8点

需要填写的占位符

  • {{COMPANY_NAME}} — 你的公司名称
  • {{SLACK_CHANNELS}} — 例如 #support、#customer-feedback、#bugs
  • {{CRM_NAME}} — 例如 HubSpot、Attio 或 Intercom
  • {{DATE}} — 调度器运行时自动填充为当天日期
  • {{OUTPUT_FOLDER}} — Drive路径,例如 /Product/SupportDigest

提示

  • 趋势部分通常最有价值——一个系统性问题比五个一次性工单更有价值。
  • 每周一直接在#product Slack频道中分享🔴严重层级。
  • 如果没有连接CRM,跳过第3步——该技能在没有ARR权重的情况下仍然有效。
  • 可与analyze-feedback搭配使用,将支持主题与Amplitude行为数据进行交叉参考。

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

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

Turn one or more meeting transcripts, notes, or Slack threads into concise takeaways and clear action items with DRIs. Works with a single meeting or a batch from the whole week.

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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