amplitude

@amplitude source repo

130 skills
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6 hours ago last updated

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Instrument With Amplitude AI · amplitude
Auto-instrument a JS/TS AI app with @amplitude/ai. Detects framework, discovers agents and LLM call sites, applies instrumentation, and verifies with tests.

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Query Analytics · amplitude
Query Amplitude product analytics through the Amplitude MCP server — find and read charts, dashboards, and notebooks, run metric and dataset queries, and search session replays. Use when the user asks about user behavior, active users, conversion, funnels, retention, engagement, event volumes, a specific Amplitude chart or dashboard, or wants to find session recordings.

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Instrument Analytics · amplitude
Instrument applications with Amplitude Analytics SDKs — install and initialize the Browser, Node.js, or Python SDK, track events with a clean taxonomy, identify users, enable autocapture and Session Replay, and validate that events arrive. Use when the user wants to add Amplitude to an app, track an event, set user properties, set up session replay, fix events that aren't showing up, or audit existing tracking code.

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Amplitude Setup · amplitude bundle
Set up Amplitude analytics in this codebase using the Amplitude Wizard agent contract. Use whenever a user asks to install Amplitude, instrument analytics events, configure Amplitude SDK, connect this app to Amplitude, or wire up tracking with @amplitude/wizard.

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Integration Expo · amplitude bundle
Amplitude integration for Expo applications using @amplitude/analytics-react-native

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Integration Ruby · amplitude bundle
Amplitude integration for any Ruby application using the amplitude-api gem

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Integration Flask · amplitude bundle
Amplitude integration for Flask applications

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Integration Swift · amplitude bundle
Amplitude integration for Swift iOS and macOS applications using AmplitudeSwift

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Integration Vue 3 · amplitude bundle
Amplitude integration for Vue 3 applications

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Integration Django · amplitude bundle
Amplitude integration for Django applications

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Integration Nuxt 4 · amplitude bundle
Amplitude integration for Nuxt 4 applications

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Integration Python · amplitude bundle
Amplitude integration for any Python application using the amplitude-analytics package

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Integration Android · amplitude bundle
Amplitude integration for Android applications using the Kotlin SDK

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Integration Angular · amplitude bundle
Amplitude integration for Angular applications

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Integration Fastapi · amplitude bundle
Amplitude integration for FastAPI applications

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Integration Laravel · amplitude bundle
Amplitude integration for Laravel applications

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Wizard Prompt Supplement · amplitude bundle
Long-form wizard contracts moved out of the always-on system commandments to keep per-turn prompts small. Load when wiring API keys, before confirm_event_plan, when writing the post-instrumentation events manifest or setup report, or when generating browser SDK init. Pre-staged at .claude/skills/wizard-prompt-supplement/ — use Read on the reference files listed below; do not skip relevant sections for your current phase.

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Integration Nuxt 3 6 · amplitude bundle
Amplitude integration for Nuxt versions 3.0 to 3.6

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Integration Astro Ssr · amplitude bundle
Amplitude integration for server-rendered Astro applications with API routes

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Integration Sveltekit · amplitude bundle
Amplitude integration for SvelteKit applications

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Integration React Vite · amplitude bundle
Amplitude integration for React applications built with Vite (no router)

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Integration Astro Hybrid · amplitude bundle
Amplitude integration for Astro hybrid rendering with both static and server-rendered pages

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Integration Astro Static · amplitude bundle
Amplitude integration for static Astro sites using SSG

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Integration React Native · amplitude bundle
Amplitude integration for React Native applications using @amplitude/analytics-react-native

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Integration Ruby On Rails · amplitude bundle
Amplitude integration for Ruby on Rails applications

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Integration Javascript Web · amplitude bundle
Amplitude integration for client-side web JavaScript applications using @amplitude/unified (or @amplitude/analytics-browser for existing projects)

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Integration Tanstack Start · amplitude bundle
Amplitude integration for TanStack Start full-stack applications

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Integration Javascript Node · amplitude bundle
Amplitude integration for server-side Node.js applications using @amplitude/analytics-node

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Amplitude Chart Dashboard Plan · amplitude
Amplitude Chart & Dashboard Planning Skill — expert implementation strategist for translating an instrumented event taxonomy into a focused set of Amplitude charts and a single well-organized product dashboard. Use after event instrumentation is complete (SDK installed, events implemented, .amplitude/events.json written). Produces a concrete chart plan and drives chart + dashboard creation via the Amplitude MCP.

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Integration Nextjs App Router · amplitude bundle
Amplitude integration for Next.js App Router applications

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Integration Nextjs Pages Router · amplitude bundle
Amplitude integration for Next.js Pages Router applications

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Integration React React Router 6 · amplitude bundle
Amplitude integration for React Router v6 applications

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Amplitude Quickstart Taxonomy Agent · amplitude
Amplitude Quickstart Taxonomy Agent — expert implementation strategist for a "starter kit" tracking plan: 10–30 high-signal events and properties from URL(s), codebase, and user context. Use when naming events, scoping instrumentation, mapping funnels, or producing a JSON taxonomy aligned to Amplitude analysis (funnels, retention, journeys, group analytics). In the wizard, pair with instrumentation skills; there is no Langley web-crawl stack — gather context with Read/Grep/Glob, WebFetch when available, Amplitude MCP get_context, and the user's free-text goals.

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Integration Astro View Transitions · amplitude bundle
Amplitude integration for Astro with ClientRouter view transitions

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Integration React React Router 7 Data · amplitude bundle
Amplitude integration for React Router v7 - Data mode applications

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Integration React React Router 7 Framework · amplitude bundle
Amplitude integration for React Router v7 - Framework mode applications

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Integration React React Router 7 Declarative · amplitude bundle
Amplitude integration for React Router v7 - Declarative mode applications

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Integration React Tanstack Router Code Based · amplitude bundle
Amplitude integration for React applications using TanStack Router with code-based routing

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Integration React Tanstack Router File Based · amplitude bundle
Amplitude integration for React applications using TanStack Router with file-based routing

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Yes And · amplitude
Think bigger about your idea while solving the real risks. Inspired by how the best startup advisors give feedback — they find the kernel of something great, push you to see the larger version you're missing, then help you defuse the landmines between here and there.

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Craft Spec · amplitude
Turn messy ideas into a clear, structured PRD. Use when you have rough notes, Slack threads, or half-formed ideas that need to become a product requirements document.

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Draft Spec · amplitude
*Updated: @today's date in MM/DD/YY*

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Pre Mortem · amplitude
Identify what could go wrong before launch by imagining failure and working backward. Use after a spec is approved but before you ship — surfaces risks the team isn't talking about.

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Prioritize · amplitude
Take a list of ideas, features, or initiatives and quickly prioritize them using an effective framework. Use when you have too many things and need to decide what to do first.

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Launch Email · amplitude
Write launch announcement emails and changelog digests for product releases. Use this skill whenever someone asks to write a launch email, draft an announcement email, create a product update email, write a changelog digest, or compose an email to accompany a product launch. Also trigger for "write the email for this launch," "draft the announcement email," "help me email our users about this," or any request to craft email copy tied to a product ship. Covers subject lines, announcement structure, segment-specific emails, changelog digests, and timing relative to social.

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Launch Tweet · amplitude
Craft launch tweets, announcement threads, and social posts for product launches across X/Twitter, LinkedIn, BlueSky, and Threads. Use this skill whenever someone asks to write a launch tweet, draft an announcement thread, create social copy for a product release, or repurpose launch messaging for different platforms. Also trigger for "write the tweet for this launch," "help me announce this on Twitter/X," "draft a LinkedIn post for our new feature," or any request to write social media content tied to a product ship. Handles single tweets, multi-tweet threads, and cross-platform adaptation.

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Launch Video · amplitude
Plan and produce video and visual assets for product launches — demo videos, GIFs, screenshots, and programmatic video with Remotion. Use this skill whenever someone asks to create a demo video, record a product walkthrough, make a launch GIF, plan visual assets for a launch, or decide what media to create for an announcement. Also trigger for "what should our demo video show," "how do we record the product," "I need visuals for the launch," "make a video for this launch," or any request about creating non-text media tied to a product release. Covers video scripting, recording, programmatic video (Remotion), GIF creation, screenshot best practices, and per-platform format guidance.

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Launch Metrics · amplitude
Set up measurement and tracking for product launches, run post-launch retros with data, and build a launch analytics system. Use this skill whenever someone asks to track a launch, set up UTM parameters, measure launch performance, run a launch retro, analyze launch results, or build a dashboard for a product release. Also trigger for "how do we know if the launch worked," "what should we track for this launch," "set up UTMs for the announcement," or any request about measuring or evaluating a product launch. Covers pre-launch tracking setup, UTM conventions, per-tier KPIs, benchmark expectations, and retro frameworks.

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Launch Strategy · amplitude
Plan and execute product launches using a tiered framework — from major new products down to small improvements. Use this skill whenever someone asks to plan a launch, create a launch checklist, define launch tiers, write launch messaging, or coordinate a product release. Also trigger when someone says "we're launching X" or "how should we announce this feature" or "what's our launch plan" — even if they don't use the word "strategy." Covers messaging, naming, launch assets, timelines, and post-launch retros. This is the master launch skill; it references the companion skills (launch-tweet, launch-landing-page, launch-distribution, launch-email, launch-video, launch-metrics) for specific execution.

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Playing To Win · amplitude bundle
Develop a strategy using the Playing to Win cascade — Winning Aspiration, Where to Play, How to Win, Capabilities, and Management Systems. Use when you need to make strategic choices about markets, positioning, and competitive advantage.

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Map Growth Loops · amplitude
Identify, map, and measure the self-reinforcing growth loops in your product — viral, content, paid, and usage loops. Understand cycle time, throughput, and where loops are broken. Use when a PM needs to move beyond linear funnel thinking and understand the compounding systems that drive sustainable growth.

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Launch Blog Post · amplitude
Write technical launch blog posts optimized for both traditional SEO and AI engine citation (AEO). Use this skill whenever someone asks to write a launch announcement blog post, a technical blog post for a product release, a changelog-style post, or any written content tied to a product launch that lives on a blog or docs site. Also trigger for "write the blog post for this launch," "draft the announcement," "I need a technical write-up for this feature," or any request to create long-form launch content. Covers post structure, technical writing, benchmarks, tutorials, SEO, and answer engine optimization (AEO/GEO).

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Jobs To Be Done · amplitude
Uncover the functional, social, and emotional jobs driving customer behavior. Use when you need to understand why customers hire, switch, or abandon products — not just what they say they want.

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Build Metric Tree · amplitude
Decompose a top-line metric into a quantified metric tree with mathematical relationships, size each node, and identify where the real leverage is. Use when a PM needs to understand what drives a metric, where to focus, or where NOT to focus.

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North Star Metric · amplitude
Define a North Star Metric and its input metrics. Classify the game your product plays, evaluate candidates against quality criteria, and build a connected metric system. Use when choosing a North Star, evaluating an existing one, or setting up a metrics framework.

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Instrument Pr · amplitude
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".

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Pm Weekly Brief · amplitude
Read your Slack mentions, calendar events, and recently modified Drive documents from the last 7 days and synthesize them into a short personal PM summary. Use at the end of each week to capture what happened before it fades.

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Build Plg Strategy · amplitude
Design a product-led growth strategy for your product — classify your PLG motion, define activation and monetization architecture, choose distribution channels, plan the PLG-to-sales bridge, and build defensibility. Incorporates AI-era shifts in distribution, pricing, and user expectations. Use when building or overhauling a growth strategy.

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Diagnose Retention · amplitude
Diagnose where and why users churn, identify natural usage frequency, build cohort retention curves, and find the behaviors that drive long-term retention. Use when a PM needs to understand churn, improve retention curves, or identify what makes users stick.

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Diagnose Activation · amplitude
Diagnose where new users fail to activate, identify the aha moment, measure time-to-value, and build a sized plan to move activation rate. Use when a PM needs to understand why signups don't convert to active users, find the aha moment, reduce time-to-value, or improve onboarding.

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Launch Distribution · amplitude
Plan and execute multi-channel distribution for product launches across X/Twitter, Reddit, LinkedIn, Hacker News, and other platforms. Use this skill whenever someone asks to create a distribution plan, figure out where to post a launch, build a press list, set up internal amplification, or coordinate multi-channel promotion. Also trigger for "where should we post this," "how do we get the word out," or any request about promoting or distributing a product announcement. Covers channel strategy (with deep playbooks for Twitter, Reddit, and LinkedIn), post-launch retro, and building a repeatable distribution engine.

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Launch Landing Page · amplitude
Design and build launch landing pages that convert visitors into users. Use this skill whenever someone asks to create a landing page for a product launch, build a feature page, design a signup page, or structure a product marketing page. Also trigger for "make a page for this launch," "I need a landing page," "help me design the product page," or any request to create a web page tied to a product release or feature announcement. Covers page structure, hero design, SEO integration, developer-first patterns, urgency mechanics, waitlist flows, and conversion optimization.

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Meeting Synthesis · amplitude
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.

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Diagnose Acquisition · amplitude
Diagnose where users come from, measure channel efficiency, identify organic vs. paid mix health, calculate CAC by segment, and find the highest-leverage acquisition channels. Use when a PM needs to understand acquisition economics, optimize channel mix, or figure out why growth is stalling at the top of the funnel.

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Create User Stories · amplitude
Break a PRD or feature description into implementable user stories with acceptance criteria. Use when handing off to engineering or breaking down work for sprint planning.

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Analyze MCP Server · amplitude
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.

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Stakeholder Update · amplitude
Write a weekly stakeholder update on a core pillar or initiative — metrics, bets in progress, customer quotes, and highlights. Use when you need to keep leadership and cross-functional partners informed on what's shipping and what's moving.

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Diagnose Monetization · amplitude
Diagnose revenue leaks, analyze willingness-to-pay, evaluate packaging and pricing, and identify expansion revenue opportunities. Use when a PM needs to improve conversion to paid, optimize pricing, reduce revenue churn, or find upsell and expansion opportunities.

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Interview Scheduling · amplitude
Find the most active users in Amplitude, check your Google Calendar for open slots, and create personalised Gmail drafts inviting them to a research interview. Never sends — always saves as drafts for your review. Use when planning a user research sprint.

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Create Custom Agent · amplitude bundle
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.

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Product Diagnosis · amplitude
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".

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Competitor Monitoring · amplitude
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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High Output Management · amplitude bundle
Apply Andy Grove's High Output Management principles to diagnose team productivity, design processes, and make management decisions. Use for team structure, meeting design, decision-making, performance management, and operational leverage.

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Market Research Digest · amplitude
Synthesize Drive files, Granola meeting notes, and web signals into a weekly Markdown research summary with Trends, Competitors, Ideas, and Risks sections. Use when a PM wants to consolidate scattered research into a single weekly digest.

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Update Knowledge Base · amplitude
Cross-reference recently shipped tickets against your help center and changelog to detect outdated articles, missing documentation, and undocumented features. Suggests updates and writes draft copy where possible. Use after each release or on a weekly cadence.

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Craft Experiment Design · amplitude
Write a hypothesis, define success metrics, and plan a holdout strategy. Use when designing A/B tests or experiment plans.

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Amazon Working Backwards · amplitude
Write a PR/FAQ for a product idea using Amazon's Working Backwards process. Start from the customer press release and work backward to what needs to be built. Use when validating whether an idea is worth building before committing to a spec.

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Craft Experiment Readout · amplitude
Summarize experiment results, call a winner, and draft a stakeholder-ready recommendation. Use when an A/B test is complete and you need to communicate results.

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Instrument MCP Server · amplitude
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.

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Release Notes Generator · amplitude
Read completed tickets from Linear, Jira, or GitHub Issues, filter to user-visible changes, group by product area, and write polished user-facing release notes saved as a .docx to Google Drive. Use before each release or on a weekly cadence.

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Craft Discovery Synthesis · amplitude
Take raw user interview notes or feedback and extract themes and insights. Use when synthesizing qualitative data from interviews, surveys, support tickets, or feedback.

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Churn Lost Deal Analysis · amplitude
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.

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Source Outranker · amplitude
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".

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Good Strategy Bad Strategy · amplitude bundle
Evaluate or develop strategy using Richard Rumelt's kernel of good strategy — Diagnosis, Guiding Policy, and Coherent Actions. Use when you need to cut through vague strategic plans and get to the hard choices, or when you suspect your "strategy" is actually just a list of goals.

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Know Before You Go Perla Lobera · amplitude
Pre-call intelligence skill that auto-assembles a role-specific brief from multiple data sources so no one walks into a customer call cold. Generates a polished HTML document with company context, stakeholder profiles, pain points, competitive intel, and gap analysis. ALWAYS use this skill when the user mentions: preparing for a call, pre-call prep, call brief, know before you go, customer brief, meeting prep for a prospect or customer, "what do we know about [company]", "brief me on [account]", "get me ready for my call with [company]", deal intel, account intelligence, or show up already knowing. Also trigger when the user asks to generate a demo script and wants account context pulled in first, or when prepping for a QBR, executive briefing, or renewal conversation. Works for both SEs and AEs with role-specific output.

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Prompt Gap To Publish · amplitude
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.

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Support Feedback Prioritization · amplitude
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.

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Competitor Prompt Hijacker · amplitude
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".

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Citation Recovery Optimizer · amplitude
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".

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Simulation Backed Publisher · amplitude
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".

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7 Powers Analysis · amplitude bundle
Analyze a business, product, or feature using Hamilton Helmer's 7 Powers framework to assess competitive advantage and strategic durability. Use when the user asks about competitive moats, strategic positioning, power analysis, defensibility, competitive advantage, or "7 Powers".

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Mom Test · amplitude
Plan and evaluate customer conversations using The Mom Test — ask questions that even your mom can't lie to you about. Use when preparing for user interviews, evaluating research quality, or designing questions that extract real signal instead of polite lies.

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Taxonomy · amplitude
Source of truth for event taxonomy generation, data auditing, and governance best practices in Amplitude. Use when an agent needs to create, validate, audit, score, or recommend improvements to event tracking plans, naming conventions, property standards, data quality, or deprecation workflows. Covers naming rules, property standards, scoring frameworks, safe metadata operations, deprecation procedures, and AI readiness guidance.

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Daily Brief · amplitude
Delivers a daily briefing of the most important changes across your Amplitude instance. Use when the user asks for a "daily download", "morning briefing", "what's happening", "anything I should know", or wants a summary of recent metric changes, experiments, and user feedback.

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Diff Intake · amplitude
Reads a PR or branch diff and produces a structured YAML change brief for downstream analytics instrumentation skills. Use this as the first step whenever a user shares a PR link, branch comparison, or raw diff and wants to understand what changed, what needs tracking, or how to instrument a feature. Trigger on phrases like "review this PR", "what changed in this branch", "help me instrument this diff", "check analytics coverage for this change", or any request to start the analytics review workflow.

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Create Chart · amplitude
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.

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Debug Replay · amplitude
Turns bug reports into reproducible steps by finding error sessions in Amplitude Session Replay, extracting interaction timelines, and identifying the common action sequence that precedes the failure. Use when a user reports a bug, an error event spikes, someone says "how do I reproduce this", "what happened to user X", "repro steps", or you need to understand what a user did before an error occurred.

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Weekly Brief · amplitude
Delivers a weekly briefing summarizing the most important trends, wins, and risks across your Amplitude instance. Use when the user asks for a "weekly review", "weekly summary", "week in review", "what happened this week", or wants a recap of the past 7 days to share with their team or leadership.

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Analyze Chart · amplitude
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.

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Diagnose Errors · amplitude
Investigates errors across network failures, JavaScript errors, and error clicks to identify what's broken, where, and why. Use when the user says "what's broken", "errors are up", "why are users seeing errors", "JS errors", "network failures", "5xx spike", "something is broken", or wants to triage product reliability issues.

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130 published skills · page 1 of 2