AI Skills for Product Managers
68 skills to supercharge your product manager workflow
Product managers spend too much time on artifacts and not enough time talking to customers. AI skills for PMs automate the parts of the job that slow you down — writing PRDs, synthesizing user feedback, building roadmap presentations, running competitive analysis, and drafting launch plans. Every hour saved on documentation is an hour you can spend discovering what to build next.
These skills understand product management frameworks and output formats. They generate structured PRDs with user stories, acceptance criteria, and success metrics. They turn raw customer interview notes into patterns and insights. They draft release notes that actually communicate value to users.
The best PMs are already using AI as a force multiplier. These skills help you do the same — without spending weeks learning prompt engineering or building custom workflows from scratch.
All Product Manager skills
Sorted by popularity. Click any skill to see details and install.
GitHub MCP
Manage GitHub issues, PRs, and repos without leaving your editor
MCP server for GitHub - issues, PRs, repos, actions, and code search without leaving your editor.
npx @anthropic/mcp-server-githubMeeting Notes
Turn meeting transcripts into structured notes with action items
Generate structured meeting notes with action items, decisions, and follow-ups from transcripts.
claude install community/meeting-notesResearch Agent
Get structured research reports with citations from autonomous web research
Multi-step research agent that searches, synthesizes, and generates structured reports from web sources.
claude install anthropics/claude-agent-sdk-demos/research-agentSlack MCP
Send and read Slack messages directly from your AI assistant
MCP server for Slack - send messages, read channels, manage threads, and search conversations.
npx @anthropic/mcp-server-slackEmail Drafter
Draft professional emails with the right tone and structure
Draft professional emails with appropriate tone, structure, and follow-up scheduling.
claude install community/email-drafterGoogle Drive MCP
Search, read, and create Google Drive files from your AI assistant
MCP server for Google Drive - search, read, create, and organize files in Drive and Shared Drives.
npx @anthropic/mcp-server-google-driveChangelog Generator
Auto-generate changelogs from your git history with semantic versioning
Generate changelogs from conventional commits. Supports Keep a Changelog format and semantic versioning.
claude install community/changelog-genPrompt Engineer
Design and optimize prompts with evaluation frameworks and A/B testing
Design, test, and optimize prompts for AI applications with evaluation frameworks and versioning.
claude install community/prompt-engineerNotion MCP
Query Notion databases and create pages from your AI editor
MCP server for Notion - read databases, create pages, update properties, and search across workspaces.
npx @anthropic/mcp-server-notionProject Planner
Create project plans with milestones, dependencies, and risk assessment
Create project plans with milestones, dependencies, resource allocation, and risk assessment.
claude install community/project-plannerPRD Writer
Write complete PRDs with user stories and acceptance criteria
Write product requirements documents with user stories, acceptance criteria, and technical constraints.
claude install community/prd-writerLinear MCP
Create and manage Linear issues without context-switching
MCP server for Linear - create issues, manage projects, track cycles, and query team workloads.
npx @anthropic/mcp-server-linearMarket Researcher
Get structured market research with sizing, trends, and competitor maps
Conduct market research - industry analysis, market sizing, trend identification, and competitor mapping.
claude install community/market-researcherEmail Manager
Triage your inbox and draft replies without API integrations
Triage, categorize, and draft replies to emails by navigating your webmail interface directly.
cu install email-managerCompetitive Analysis
Analyze competitors with feature comparison and market positioning
Analyze competitors - features, pricing, positioning, reviews, and market share estimation.
claude install community/competitive-analysisPresentation Builder
Build slide decks with talking points and speaker notes
Build slide decks from content - structure, talking points, visual suggestions, and speaker notes.
claude install community/presentation-builderResearch Browser
Research topics across multiple sources with structured note-taking
Conduct multi-tab browser research - open sources, compare information, take notes, and compile findings.
cu install research-browserJira MCP
Create and manage Jira issues without leaving your editor
MCP server for Jira - create issues, manage sprints, query backlogs, and track velocity.
npx @anthropic/mcp-server-jiraPitch Deck Writer
Create investor pitch decks with narrative structure and data
Create investor pitch decks - problem, solution, market, traction, team, and financial projections.
claude install community/pitch-deck-writerFeature Prioritizer
Score and rank features using RICE, ICE, or custom frameworks
Prioritize features using RICE, ICE, MoSCoW, or weighted scoring with customizable criteria.
claude install community/feature-prioritizerPrice Tracker
Track prices across sites and get alerted on drops or changes
Monitor product prices across e-commerce sites and alert on drops, restocks, or competitor changes.
cu install price-trackerStandup Formatter
Auto-generate standup updates from git activity and calendar
Generate daily standup updates from git activity, calendar, and task boards.
claude install community/standup-formatterCustomer Feedback Analyzer
Extract themes and sentiment from customer feedback at scale
Analyze customer feedback at scale - sentiment analysis, theme extraction, and priority scoring.
claude install community/customer-feedback-analyzerSprint Planner
Plan balanced sprints with capacity, estimates, and dependency maps
Plan sprints with story point estimation, capacity calculation, and dependency mapping.
claude install community/sprint-plannerRoadmap Generator
Generate product roadmaps with timeline estimates and dependencies
Generate visual product roadmaps from feature lists with timeline estimation and dependency chains.
claude install community/roadmap-generatorA/B Test Designer
Design A/B tests with proper sample sizes and statistical power
Design statistically valid A/B tests - sample size calculation, duration estimation, and metric selection.
claude install community/ab-test-designerStakeholder Update
Write clear stakeholder updates with progress, blockers, and asks
Write concise stakeholder updates with progress, blockers, decisions needed, and next steps.
claude install community/stakeholder-updateCompetitor Monitor
Track competitor pricing, features, and content changes automatically
Monitor competitor websites for changes - pricing, features, content updates, and new product launches.
cu install competitor-monitorChangelog Writer
Write user-facing release notes that non-technical users understand
Write user-facing changelogs and release announcements that non-technical users can understand.
claude install community/changelog-writerCompetitor Feature Matrix
Map features against competitors and find gaps worth filling
Build feature comparison matrices across competitors with gap analysis and positioning insights.
claude install community/competitor-feature-matrixFeature Flag Manager
Set up feature flags with gradual rollouts and emergency kill switches
Set up feature flag systems with gradual rollouts, A/B testing integration, and kill switches.
claude install community/feature-flag-managerUser Persona Builder
Create detailed user personas from research with journey maps
Create detailed user personas from research data - demographics, goals, pain points, and journey maps.
claude install community/user-persona-builderUser Interview Synthesizer
Extract structured insights and themes from user interview transcripts
Turn user interview transcripts into structured insights - themes, quotes, pain points, and opportunity areas.
claude install community/user-interview-synthesizerProcess Automator
Design automation workflows that eliminate repetitive manual work
Design automation workflows that connect tools and eliminate repetitive manual steps.
claude install community/process-automatorTechnical Debt Tracker
Catalog and prioritize technical debt with business impact scoring
Identify, catalog, and prioritize technical debt with effort estimates and business impact scoring.
claude install community/technical-debt-trackerSaaS Metrics Dashboard
Track MRR, ARR, churn, and NRR with monthly metric snapshots
Calculate and display SaaS metrics - MRR, ARR, churn, expansion revenue, and NRR.
claude install community/saas-metrics-dashboardBattlecard Generator
Generate competitive battlecards from public product data
Generate competitive battlecards from product comparisons, reviews, and market data.
claude install community/battlecard-generatorSurvey Designer
Design statistically valid surveys with proper methodology
Design research surveys with proper methodology - question types, skip logic, and statistical validity.
claude install community/survey-designerPerformance Review Writer
Draft structured performance reviews with development plans
Draft performance reviews with structured feedback, goal tracking, and development plans.
claude install community/performance-review-writerPricing Analyzer
Optimize your pricing with competitor analysis and willingness-to-pay data
Analyze and optimize pricing strategies - competitor pricing, willingness to pay, and pricing page design.
claude install community/pricing-analyzerRelease Notes Writer
Turn technical changes into release notes customers care about
Write customer-facing release notes that highlight value, not implementation details.
claude install community/release-notes-writerKnowledge Base Builder
Build structured knowledge bases with taxonomy and search optimization
Build internal knowledge bases with article templates, taxonomy, and search-optimized structure.
claude install community/knowledge-base-builderCustomer Journey Mapper
Map customer journeys with drop-off analysis and optimization points
Map customer journeys across touchpoints with emotion curves, drop-off points, and optimization opportunities.
claude install community/customer-journey-mapperBusiness Plan Writer
Write comprehensive business plans with market analysis and financials
Write business plans with market analysis, financial projections, and competitive positioning.
claude install community/business-plan-writerSOP Generator
Convert process descriptions into structured operating procedures
Generate standard operating procedures from process descriptions - steps, roles, checklists, and flowcharts.
claude install community/sop-generatorA/B Test Analyzer
Analyze experiment results with significance tests and segment breakdowns
Analyze A/B test results with significance testing, confidence intervals, and segment breakdowns.
claude install community/ab-test-analyzerConfluence MCP
Search and manage Confluence documentation from your AI assistant
MCP server for Confluence - search pages, create documentation, update content, and manage spaces.
npx @anthropic/mcp-server-confluenceDecision Log
Record decisions with context and alternatives for future reference
Record and track architectural and business decisions with context, alternatives, and consequences.
claude install community/decision-logCustomer Segmentation
Segment customers with data-driven clustering and targeting profiles
Segment customers by behavior, value, needs, or demographics with data-driven clustering.
claude install community/customer-segmentationCohort Analyzer
Run cohort analyses with retention curves and activation funnels
Run cohort analyses on user behavior - retention curves, revenue cohorts, and activation funnels.
claude install community/cohort-analyzerOKR Tracker
Set and track OKRs with progress updates and quarterly reviews
Set and track OKRs - objective creation, key result definition, progress tracking, and quarterly reviews.
claude install community/okr-trackerMetrics Dashboard Designer
Design product dashboards with the right KPIs for your stage
Design product metrics dashboards with KPI selection, visualization types, and alerting thresholds.
claude install community/metrics-dashboard-designerUnit Economics Calculator
Calculate LTV, CAC, and payback period with sensitivity tables
Calculate LTV, CAC, payback period, and contribution margin with sensitivity analysis.
claude install community/unit-economics-calculatorFunnel Analyzer
Find conversion bottlenecks with step-by-step funnel analysis
Analyze conversion funnels with step-by-step drop-off rates, segment breakdowns, and bottleneck detection.
claude install community/funnel-analyzerReview Monitor
Track reviews across platforms and catch sentiment shifts early
Monitor customer reviews across G2, Capterra, Trustpilot, and app stores for sentiment shifts.
cu install review-monitorSWOT Analyzer
Run structured SWOT analyses with actionable strategic implications
Conduct SWOT analyses with structured data gathering and strategic implication mapping.
claude install community/swot-analyzerCompetitive Teardown
Tear down competitor products to extract UX patterns and growth mechanics
Systematically tear down competitor products - UX patterns, pricing psychology, and growth mechanics.
claude install community/competitive-teardownProduct Hunt Launch Planner
Plan Product Hunt launches with optimized copy and outreach strategy
Plan Product Hunt launches - timing, listing copy, maker comments, and outreach strategy.
claude install community/product-hunt-launchOnboarding Builder
Create complete onboarding programs with checklists and 30/60/90 goals
Create employee onboarding programs - checklists, training plans, mentor matching, and 30/60/90 day goals.
claude install community/onboarding-builderCompetitive Positioning
Develop positioning that clearly differentiates against competitors
Develop positioning statements and messaging frameworks that differentiate against specific competitors.
claude install community/competitive-positioningBoard Report Writer
Compile KPIs, financials, and strategy into board-ready reports
Generate board meeting reports with KPIs, financials, strategic updates, and risk assessments.
claude install community/board-report-writerBoard Deck Generator
Compile financials, KPIs, and strategy into board-ready decks
Generate board meeting decks with financials, KPIs, strategic initiatives, and risk register.
claude install community/board-deck-generatorRetro Facilitator
Run structured retros that turn feedback into tracked action items
Run team retrospectives - collect feedback, identify patterns, prioritize actions, and track follow-through.
claude install community/retro-facilitatorOnboarding Flow Optimizer
Optimize onboarding flows to improve activation and reduce drop-off
Analyze and optimize product onboarding flows for activation, retention, and time-to-value.
claude install community/onboarding-flow-optimizerCompetitor Signup Flow
Document competitor signup flows with annotated screenshots
Walk through competitor signup and onboarding flows, documenting each step with screenshots.
cu install competitor-signupInterview Debrief
Consolidate interviewer feedback into structured hiring recommendations
Structure interview debriefs - consolidate feedback, flag concerns, and produce hiring recommendations.
claude install community/interview-debriefRisk Register
Maintain risk registers with scoring, owners, and mitigation plans
Build and maintain risk registers with probability, impact scoring, and mitigation planning.
claude install community/risk-registerInvestor Update Writer
Write investor updates with metrics, wins, challenges, and asks
Write monthly investor updates with key metrics, wins, challenges, and asks.
claude install community/investor-update-writerRelated careers
Explore skills for careers that often overlap with Product Managers.
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