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By amplitude
Automate product execution workflows: generate daily/weekly Amplitude briefs on metrics/anomalies, synthesize meetings into action items/DRIs, draft release notes from Jira/GitHub issues, stakeholder updates, knowledge base fixes, and stress-test ideas into design docs via skills and commands.
npx claudepluginhub amplitude/builder-skills --plugin execution-skillsDelivers 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.
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.
Stress-test a product idea before committing to build it. Two modes — diagnostic mode uses forcing questions to challenge demand and assumptions, builder mode is collaborative brainstorming focused on shipping fast.
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.
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.
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.
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.
Cross-reference recently shipped tickets against your help center and changelog to detect outdated articles, missing documentation, and undocumented features.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.
External network access
Connects to servers outside your machine
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Core PM skills: PRD Template, Meeting Notes, Stakeholder Update, User Research Synthesis, and Competitive Analysis. The 5 skills every PM needs first.
Write feature specs, plan roadmaps, and synthesize user research faster. Keep stakeholders updated and stay ahead of the competitive landscape.
Product management skills — turn messy ideas into specs, design experiments, synthesize research, and draft readouts.
Execution and product management skills: PRDs, OKRs, roadmaps, sprints, pre-mortems, stakeholder maps, user stories, prioritization frameworks, and more.
12 PM-specific agent skills, 6 workflow commands, 3 automation hooks for Product Managers
Knowledge work superpowers that compound over time. Research, execute, review, and capture learnings to make each task easier than the last.
Growth skills — activation analysis, retention strategies, funnel optimization, and go-to-market planning.
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.
Amplitude-powered analytics skills — analyze dashboards, charts, experiments, feedback, and account health with AI.
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.