Amplitude

7-powers-analysis

Analyze a business, product, or feature using Hamilton Helmer's 7 Powers framework to assess competitive advantage and strategic durability. Use when the use...

amazon-working-backwards

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...

analyze-account-health

Summarizes B2B account health by analyzing usage patterns, engagement trends, risk signals, and expansion opportunities. Use for customer success reviews, re...

analyze-chart

Performs deep analysis of a specific Amplitude chart to explain trends, anomalies, and likely drivers. Use when a metric looks unusual, investigating a spike...

analyze-dashboard

Deeply analyze Amplitude dashboards by analyzing key charts, surfacing top areas for concern and takeaways, identify anomalies, then explain changes using cu...

analyze-experiments

Designs A/B tests with proper metrics and variants, analyzes running or completed experiments, and interprets results with statistical rigor. Use when settin...

analyze-feedback

Synthesizes customer feedback into actionable themes including feature requests, bugs, pain points, and praise. Use when planning product roadmap, understand...

build-metric-tree

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 ...

build-plg-strategy

Design a product-led growth strategy for your product — classify your PLG motion, define activation and monetization architecture, choose distribution channe...

churn-lost-deal-analysis

Read lost deals and churned accounts from your CRM, extract reasons clustered by theme (missing features, pricing, competitors, UX), and write a prioritized ...

citation-recovery-optimizer

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 c...

competitor-monitoring

Visit each competitor's homepage, features page, pricing page, and blog using Chrome MCP, then write a structured competitive intelligence report saved to Go...

competitor-prompt-hijacker

Use this skill whenever a user wants to win AI citations on prompts that competitors currently dominate — whether they say "competitors are getting cited ins...

craft-discovery-synthesis

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

craft-experiment-design

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

craft-experiment-readout

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.

craft-spec

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 ...

create-chart

Creates Amplitude charts from natural language descriptions, handling event selection, filters, groupings, and visualization choices. Use when you know what ...

create-dashboard

Builds comprehensive Amplitude dashboards from requirements or goals, organizing charts into logical sections with appropriate layouts. Use when creating a c...

create-user-stories

Break a PRD or feature description into implementable user stories with acceptance criteria. Use when handing off to engineering or breaking down work for sp...

diagnose-acquisition

Diagnose where users come from, measure channel efficiency, identify organic vs. paid mix health, calculate CAC by segment, and find the highest-leverage acq...

diagnose-activation

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 need...

diagnose-monetization

Diagnose revenue leaks, analyze willingness-to-pay, evaluate packaging and pricing, and identify expansion revenue opportunities. Use when a PM needs to impr...

diagnose-retention

Diagnose where and why users churn, identify natural usage frequency, build cohort retention curves, and find the behaviors that drive long-term retention. U...

discover-opportunities

Discovers product opportunities by analyzing Amplitude analytics, experiments, session replays, and customer feedback. Synthesizes evidence into prioritized,...

good-strategy-bad-strategy

Evaluate or develop strategy using Richard Rumelt's kernel of good strategy — Diagnosis, Guiding Policy, and Coherent Actions. Use when you need to cut throu...

high-output-management

Apply Andy Grove's High Output Management principles to diagnose team productivity, design processes, and make management decisions. Use for team structure, ...

interview-scheduling

Find the most active users in Amplitude, check your Google Calendar for open slots, and create personalised Gmail drafts inviting them to a research intervie...

jobs-to-be-done

Uncover the functional, social, and emotional jobs driving customer behavior. Use when you need to understand why customers hire, switch, or abandon products...

know-before-you-go-perla-lobera

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 polis...

launch-blog-post

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 ann...

launch-distribution

Plan and execute multi-channel distribution for product launches across X/Twitter, Reddit, LinkedIn, Hacker News, and other platforms. Use this skill wheneve...

launch-email

Write launch announcement emails and changelog digests for product releases. Use this skill whenever someone asks to write a launch email, draft an announcem...

launch-landing-page

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, b...

launch-metrics

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 ...

launch-strategy

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...

launch-tweet

Craft launch tweets, announcement threads, and social posts for product launches across X/Twitter, LinkedIn, BlueSky, and Threads. Use this skill whenever so...

launch-video

Plan and produce video and visual assets for product launches — demo videos, GIFs, screenshots, and programmatic video with Remotion. Use this skill whenever...

map-growth-loops

Identify, map, and measure the self-reinforcing growth loops in your product — viral, content, paid, and usage loops. Understand cycle time, throughput, and ...

market-research-digest

Synthesize Drive files, Granola meeting notes, and web signals into a weekly Markdown research summary with Trends, Competitors, Ideas, and Risks sections. U...

meeting-synthesis

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...

mom-test

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...

north-star-metric

Define a North Star Metric and its input metrics. Classify the game your product plays, evaluate candidates against quality criteria, and build a connected m...

playing-to-win

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 ...

pm-weekly-brief

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. U...

pre-mortem

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 t...

prioritize

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...

product-diagnosis

Diagnoses product health by cross-referencing Amplitude analytics (dashboards, charts, funnels, feedback, AI agent analytics), optionally Datadog (errors, la...

prompt-gap-to-publish

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", ...

release-notes-generator

Read completed tickets from Linear, Jira, or GitHub Issues, filter to user-visible changes, group by product area, and write polished user-facing release not...

simulation-backed-publisher

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 ...

source-outranker

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...

stakeholder-update

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 lead...

support-feedback-prioritization

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 val...

update-knowledge-base

Cross-reference recently shipped tickets against your help center and changelog to detect outdated articles, missing documentation, and undocumented features...

what-would-lenny-do

Answers product strategy, growth, pricing, hiring, and leadership questions using Lenny Rachitsky's archive. ONLY use this skill if the `lennysdata` MCP serv...

yes-and

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,...