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amplitude/builder-skills

Visit each competitor's homepage, features page, pricing page, and blog using Chrome MCP, then write a structured competitive intelligence report saved to Google Drive. Use for a standing weekly competitive pulse or an on-demand deep-dive.

builder-skills 是什么?

builder-skills is a Claude Code agent skill that visit each competitor's homepage, features page, pricing page, and blog using Chrome MCP, then write a structured competitive intelligence report saved to Google Drive. Use for a standing weekly competitive pulse or an on-demand deep-dive.

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npx skills add https://github.com/amplitude/builder-skills/tree/HEAD/product-skills/skills/competitor-monitoring

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Competitor Monitoring

A weekly competitive intelligence analyst — reads your competitor list, visits their sites, and writes you a report.

Staying on top of competitors manually means visiting dozens of pages, taking notes, and writing a summary — every week. This skill does all of it: pulls your competitor list from Drive, browses each competitor's key pages, and produces a structured Markdown report with a per-competitor snapshot and a recommended actions section.


Prompt Template

/schedule Act as a competitive intelligence analyst for {{COMPANY_NAME}}, {{COMPANY_DESCRIPTION}}.

### Step 1 — Load the competitor list
Pull the competitor list from Google Drive. Check {{COMPETITORS_FOLDER}} and any file with
"competitor" or "landscape" in the name. If no list is found, note it and stop.

### Step 2 — Research each competitor
Use the Chrome MCP to visit each competitor's:
- Homepage — messaging, positioning, headline value prop
- Product / features page — new or changed capabilities
- Pricing page — tier names, price points, packaging changes
- Blog or changelog — recent posts, announcements, release notes

For each competitor, capture:
- Any messaging changes since the prior report (if available)
- New features or capabilities announced or shipped
- Pricing changes or new tiers
- Recent blog posts or announcements worth noting
- One "watch-out" — the single most important signal for us

### Step 3 — Write the report

## Executive Summary
2–3 sentences on the most important competitive development this week and what it means for us.

## Competitor Snapshots
One section per competitor:
**[Competitor Name]**
- Headline: One sentence on their current positioning
- New features: What they shipped or announced
- Pricing: Any changes, or "no change"
- Recent content: Blog posts or announcements worth reading
- Watch-out: The single thing we should pay attention to

## At-a-Glance Table
| Competitor | Biggest move this week | Pricing change | Watch-out |
|---|---|---|---|

## Recommended Actions
3–5 concrete things our team should do in response to this week's findings. Start each with a verb.

### Rules
- Save the report as Competitor-Report-YYYY-MM-DD.md to Google Drive at {{OUTPUT_FOLDER}}
- Return the Drive link when done
- If a competitor's site is unavailable, note it and skip — do not fabricate
- Keep the executive summary to 3 sentences maximum

Setup

FieldValue
MCPs requiredGoogle Drive, Chrome / Browser
InputCompetitor list in /Product/Competitors/ or any Drive file named with "competitor"
OutputCompetitor-Report-YYYY-MM-DD.md → /Product/Competitors
SchedulerWeekly, Monday 8am

Placeholders to fill in

  • {{COMPANY_NAME}} — Your company name
  • {{COMPANY_DESCRIPTION}} — One sentence on what you do and who you serve
  • {{COMPETITORS_FOLDER}} — Drive path to your competitors folder, e.g. /Product/Competitors/
  • {{OUTPUT_FOLDER}} — Where to save reports, e.g. /Product/Competitors/

Tips

  • Keep a competitors.md in your Competitors folder listing URLs for each competitor's key pages — the skill uses it as a checklist.
  • The "Watch-out" column in the at-a-glance table is the fastest way to scan for urgency in a busy week.
  • Pair with market-research-digest to weave competitor signals into broader market context.
  • If competitors have public changelogs (e.g. Linear, Notion), add the changelog URL to your competitor list for the most reliable feature tracking.

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

amplitude/builder-skills

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amplitude/builder-skills

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amplitude/builder-skills

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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

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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

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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

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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

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amplitude/builder-skills

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