Help us improve
Share bugs, ideas, or general feedback.
Share bugs, ideas, or general feedback.
Share bugs, ideas, or general feedback.
By amplitude
AI-analyze Amplitude analytics to uncover trends, anomalies, and drivers in dashboards/charts, interpret experiment results statistically, synthesize feedback into themes, assess account health/churn risks, and automate daily standups/weekly product reviews with actionable insights.
npx claudepluginhub amplitude/builder-skills --plugin analytics-skillsSummarizes 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.
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.
Deeply analyze Amplitude dashboards by analyzing key charts, surfacing top areas for concern and takeaways, identify anomalies, then explain changes using customer feedback trends.
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.
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.
External network access
Connects to servers outside your machine
Share bugs, ideas, or general feedback.
Own this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge.
Sign in to claimOwn this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge.
Sign in to claimBased on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
Use Amplitude like an expert - instrument analytics, discover product opportunities, analyze charts, create dashboards, manage experiments, and understand users and accounts
Data & metrics skills: Data Analysis Standard, Retention Analysis, Product Health Analysis. Structure metric deep-dives, funnel analysis, cohort studies and churn investigations.
Growth skills — activation analysis, retention strategies, funnel optimization, and go-to-market planning.
Metrics, experimentation, and data-informed product decisions.
Data analytics skills for PMs: SQL query generation and cohort analysis. Analyze user data, generate queries, and identify retention patterns.
Access PostHog analytics, feature flags, experiments, error tracking, and insights directly from Claude Code. Optionally capture Claude Code sessions to PostHog LLM Analytics.
Growth skills — activation analysis, retention strategies, funnel optimization, and go-to-market planning.
Execution skills — briefings, meeting processing, stakeholder comms, and idea stress-testing to keep you sharp.
Launch skills — plan, message, and execute product launches at any scale, from major products to incremental improvements.
Product management skills — turn messy ideas into specs, design experiments, synthesize research, and draft readouts.
Use Amplitude like an expert - instrument analytics, discover product opportunities, analyze charts, create dashboards, manage experiments, and understand users and accounts
Open-source agent skills for "builders" — battle-tested for PMs, analysts, engineers, and marketers by the Amplitude team
The best agent skills for product managers, analysts, engineers, marketers, and other AI-enabled "builders" as built or curated by the Amplitude team. Use this as your agent operating system when supercharging your workflows in Claude Code, Claude Cowork, Cursor, OpenAI Codex, and other agent harnesses.
Each folder is an independently installable plugin, organized by discipline. Install the whole repo or pick the ones you need.
Discovery, specs, experiments, readouts, and competitive strategy.
| Type | Name | What it does |
|---|---|---|
| Skill | 7-powers | Analyze competitive advantage using Hamilton Helmer's 7 Powers framework |
| Skill | amazon-working-backwards | Write a PR/FAQ to pressure-test a product idea before committing to build |
| Skill | craft-spec | Turn messy ideas into a clear, structured PRD |
| Skill | craft-experiment-design | Write a hypothesis, define success metrics, and plan a holdout strategy |
| Skill | craft-experiment-readout | Summarize results, call a winner, and draft a stakeholder-ready recommendation |
| Skill | craft-discovery-synthesis | Extract themes and insights from raw user interviews and feedback |
| Skill | create-user-stories | Break a PRD into implementable user stories with acceptance criteria |
| Skill | discover-opportunities | Discover product opportunities via Amplitude analytics, experiments, and feedback |
| Skill | draft-spec | Draft a detailed spec with problem context, solution design, and strategic framing |
| Skill | good-strategy-bad-strategy | Evaluate or develop strategy using Rumelt's kernel — Diagnosis, Guiding Policy, Coherent Actions |
| Skill | high-output-management | Diagnose team leverage, design processes, and make management decisions using Grove's framework |
| Skill | jobs-to-be-done | Uncover functional, social, and emotional jobs driving customer behavior |
| Skill | mom-test | Design customer conversations that extract real signal, not polite lies |
| Skill | playing-to-win | Develop strategy using the Lafley/Martin cascade — Where to Play, How to Win |
| Skill | pre-mortem | Imagine launch failure and work backward to identify risks before you ship |
| Skill | prioritize | Take a list of ideas or initiatives and quickly rank them using RICE |
| Skill | competitor-monitoring | Visit competitor sites weekly and write a structured competitive intelligence report |
| Skill | interview-scheduling | Find top Amplitude users, check calendar availability, and draft personalised Gmail outreach |
| Skill | market-research-digest | Synthesize Drive files, meeting notes, and web signals into a weekly research summary |
| Skill | what-would-lenny-do | Answer product strategy and growth questions using Lenny Rachitsky's archive |
| Command | write-prd | Guided PRD writing with conversational context gathering |
| Command | run-discovery | Full discovery workflow from research through experiment design |
Dashboards, charts, experiments, feedback, and account health — powered by the Amplitude MCP server.