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PM Skills Marketplace: Structured AI Workflows for Better Product Decisions

A structured operating system for product managers using AI.
65 domain-specific skills and 36 chained workflows across 8 PM plugins — from discovery to strategy, execution, launch, and growth.

Plugin overview

Start Here

New idea? → /discover
Need strategic clarity? → /strategy
Writing a PRD? → /write-prd
Planning a launch? → /plan-launch
Defining metrics? → /north-star

If this project helps you, the repo.

Why PM Skills Marketplace?

Most AI tools make PMs faster at writing.

PM Skills Marketplace makes you better at deciding.

  • Discovery before solutioning
  • Assumption mapping before roadmap commitments
  • Prioritization tied to impact and risk
  • North Star clarity before metric theater
  • Pre-mortems before launch disasters

This isnt about generating text. Its about product judgment.

Table of Contents

Installation

  1. Open Customize (bottom-left)
  2. Go to Browse pluginsPersonal+
  3. Select Add marketplace from GitHub
  4. Enter: phuryn/pm-skills

All 8 plugins install automatically. You get both commands (/discover, /strategy, etc.) and skills.

For a full walkthrough, see Claude Cowork: The Ultimate Guide for PMs.

Claude Code (CLI)

claude plugin add --marketplace phuryn/pm-skills

Other AI assistants (skills only)

The skills/*/SKILL.md files follow the universal skill format and work with any tool that reads it. Commands (/slash-commands) are Claude-specific.

Tool How to use What works
Gemini CLI Copy skill folders to .gemini/skills/ Skills only
Cursor Copy skill folders to .cursor/skills/ Skills only
Codex CLI Copy skill folders to .codex/skills/ Skills only
Kiro Copy skill folders to .kiro/skills/ Skills only
# Example: copy all skills for Gemini CLI
for plugin in pm-*/; do
  cp -r "$plugin/skills/"* ~/.gemini/skills/ 2>/dev/null
done

Skills, Commands, and Plugins

Skills are the building blocks of the marketplace. Each skill gives Claude domain knowledge, analytical frameworks, or a guided workflow for a specific PM task. Skills are loaded automatically when relevant to the conversation — no explicit invocation needed. Some skills also work as reusable foundations that multiple commands share.

Commands are user-triggered workflows invoked with /command-name. They chain one or more skills into an end-to-end process. For example, /discover chains four skills together: brainstorm-ideas → identify-assumptions → prioritize-assumptions → brainstorm-experiments.

Plugins group related skills and commands into installable packages. Each plugin covers a PM domain — discovery, strategy, execution, and so on. Installing the marketplace gives you all 8 plugins at once.

Commands use skills. Some skills serve multiple commands. Some skills (like prioritization-frameworks or opportunity-solution-tree) are standalone references that Claude draws on whenever relevant — no command needed.

Commands are designed to flow into each other, matching the PM workflow:

/strategy → /business-model → /pricing
     ↓
/discover → /brainstorm → /write-prd → /write-stories → /sprint plan
     ↓              ↓           ↓
/interview    /triage-requests  /pre-mortem
     ↓
/research-users → /analyze-feedback
                       ↓
/plan-launch → /growth-strategy → /battlecard
     ↓
/market-product → /north-star → /setup-metrics

After any command completes, it suggests relevant next commands — just follow the prompts.

How skills work


Available Plugins

1. pm-product-discovery

Continuous product discovery: ideation, experiments, assumption testing, feature prioritization, Opportunity Solution Trees, and customer interviews. Based on the work of Teresa Torres (Continuous Discovery Habits) and Dan Olsen (The Lean Product Playbook).

Skills (13):

  • brainstorm-ideas-existing — Multi-perspective ideation for existing products (PM, Designer, Engineer)
  • brainstorm-ideas-new — Ideation for new products in initial discovery
  • brainstorm-experiments-existing — Design experiments to test assumptions for existing products
  • brainstorm-experiments-new — Design lean startup pretotypes for new products (Alberto Savoia)
  • identify-assumptions-existing — Identify risky assumptions across Value, Usability, Viability, and Feasibility
  • identify-assumptions-new — Identify risky assumptions across 8 risk categories including Go-to-Market, Strategy, and Team
  • prioritize-assumptions — Prioritize assumptions using an Impact × Risk matrix with experiment suggestions
  • prioritize-features — Prioritize a feature backlog based on impact, effort, risk, and strategic alignment
  • analyze-feature-requests — Analyze and categorize customer feature requests by theme and strategic fit
  • opportunity-solution-tree — Build an Opportunity Solution Tree (Teresa Torres) — outcome → opportunities → solutions → experiments
  • interview-script — Create a structured customer interview script with JTBD probing questions
  • summarize-interview — Summarize an interview transcript into JTBD, satisfaction signals, and action items
  • metrics-dashboard — Design a product metrics dashboard with North Star, input metrics, and alert thresholds

Commands (5):

  • /discover — Full discovery cycle: ideation → assumption mapping → prioritization → experiment design
  • /brainstorm — Multi-perspective ideation (ideas|experiments × existing|new)
  • /triage-requests — Analyze and prioritize a batch of feature requests
  • /interview — Prepare an interview script or summarize a transcript (prep|summarize)
  • /setup-metrics — Design a product metrics dashboard

Examples:

Skills:

  • What are the riskiest assumptions for our AI writing assistant idea?
  • Help me build an Opportunity Solution Tree for improving user activation
  • Prioritize these 12 feature requests from our enterprise customers [attach CSV]

Commands:

  • /discover AI-powered meeting summarizer for remote teams
  • /brainstorm experiments existing — We need to reduce churn in our onboarding flow
  • /interview prep — We're interviewing enterprise buyers about their procurement workflow

2. pm-product-strategy

Product strategy, vision, business models, pricing, and macro environment analysis. Covers the full strategic toolkit from vision crafting through competitive landscape scanning.

Skills (12):

  • product-strategy — Comprehensive 9-section Product Strategy Canvas (vision → defensibility)
  • startup-canvas — Startup Canvas combining Product Strategy (9 sections) + Business Model — an alternative to BMC and Lean Canvas for new products
  • product-vision — Craft an inspiring, achievable, and emotional product vision
  • value-proposition — 6-part JTBD value proposition (Who, Why, What before, How, What after, Alternatives)
  • lean-canvas — Lean Canvas business model for startups and new products
  • business-model — Business Model Canvas with all 9 building blocks
  • monetization-strategy — Brainstorm 35 monetization strategies with validation experiments
  • pricing-strategy — Pricing models, competitive analysis, willingness-to-pay, and price elasticity
  • swot-analysis — SWOT analysis with actionable recommendations
  • pestle-analysis — Macro environment: Political, Economic, Social, Technological, Legal, Environmental
  • porters-five-forces — Competitive forces analysis (rivalry, suppliers, buyers, substitutes, new entrants)
  • ansoff-matrix — Growth strategy mapping across markets and products

Commands (5):

  • /strategy — Create a complete 9-section Product Strategy Canvas
  • /business-model — Explore business models (lean|full|startup|value-prop|all)
  • /value-proposition — Design a value proposition using the 6-part JTBD template
  • /market-scan — Macro environment analysis combining SWOT + PESTLE + Porter's + Ansoff
  • /pricing — Design a pricing strategy with competitive analysis and experiments

Examples:

Skills:

  • Compare Lean Canvas vs Business Model Canvas vs Startup Canvas for my marketplace startup
  • Design a value proposition for our AI writing assistant targeting non-native English speakers
  • Run a Porter's Five Forces analysis for the project management SaaS market

Commands:

  • /strategy B2B project management tool for agencies
  • /business-model startup — AI writing tool for non-native English speakers
  • /value-proposition SaaS onboarding tool for enterprise customers

3. pm-execution

Day-to-day product management: PRDs, OKRs, roadmaps, sprints, retrospectives, release notes, pre-mortems, stakeholder management, user stories, and prioritization frameworks.

Skills (15):

  • create-prd — Comprehensive 8-section PRD template
  • brainstorm-okrs — Team-level OKRs aligned with company objectives
  • outcome-roadmap — Transform a feature list into an outcome-focused roadmap
  • sprint-plan — Sprint planning with capacity estimation, story selection, and risk identification
  • retro — Structured sprint retrospective facilitation
  • release-notes — User-facing release notes from tickets, PRDs, or changelogs
  • pre-mortem — Risk analysis with Tigers/Paper Tigers/Elephants classification
  • stakeholder-map — Power × Interest grid with tailored communication plan
  • summarize-meeting — Meeting transcript → decisions + action items
  • user-stories — User stories following the 3 C's and INVEST criteria
  • job-stories — Job stories: When [situation], I want to [motivation], so I can [outcome]
  • wwas — Product backlog items in Why-What-Acceptance format
  • test-scenarios — Test scenarios: happy paths, edge cases, error handling
  • dummy-dataset — Realistic dummy datasets as CSV, JSON, SQL, or Python
  • prioritization-frameworks — Reference guide to 9 prioritization frameworks (Opportunity Score, ICE, RICE, MoSCoW, Kano, etc.)

Commands (10):

  • /write-prd — Create a PRD from a feature idea or problem statement
  • /plan-okrs — Brainstorm team-level OKRs
  • /transform-roadmap — Convert a feature-based roadmap into outcome-focused
  • /sprint — Sprint lifecycle (plan|retro|release)
  • /pre-mortem — Pre-mortem risk analysis on a PRD or launch plan
  • /meeting-notes — Summarize a meeting transcript into structured notes
  • /stakeholder-map — Map stakeholders and create a communication plan
  • /write-stories — Break features into backlog items (user|job|wwa)
  • /test-scenarios — Generate test scenarios from user stories
  • /generate-data — Create realistic dummy datasets

Examples:

Skills:

  • Which prioritization framework should I use for a 50-item backlog?
  • Map our stakeholders for the platform migration project
  • What's the difference between Opportunity Score, ICE, and RICE?

Commands:

  • /write-prd Smart notification system that reduces alert fatigue
  • /sprint retro — Here are the notes from our last sprint
  • /write-stories job — Break down the "team dashboard" feature into job stories

4. pm-market-research

User research and competitive analysis: personas, segmentation, journey maps, market sizing, competitor analysis, and feedback analysis.

Skills (7):

  • user-personas — Create refined user personas from research data
  • market-segments — Identify 35 customer segments with demographics, JTBD, and product fit
  • user-segmentation — Segment users from feedback data based on behavior, JTBD, and needs
  • customer-journey-map — End-to-end journey map with stages, touchpoints, emotions, and pain points
  • market-sizing — TAM, SAM, SOM with top-down and bottom-up approaches
  • competitor-analysis — Competitor strengths, weaknesses, and differentiation opportunities
  • sentiment-analysis — Sentiment analysis and theme extraction from user feedback

Commands (3):

  • /research-users — Build personas, segment users, and map the customer journey
  • /competitive-analysis — Analyze the competitive landscape
  • /analyze-feedback — Sentiment analysis and segment insights from user feedback

Examples:

Skills:

  • Estimate TAM/SAM/SOM for an AI code review tool in the US market
  • Create a customer journey map for our e-commerce checkout flow
  • Segment these survey respondents by behavior and needs [attach CSV]

Commands:

  • /research-users We have interview data from 12 users of our fitness app
  • /competitive-analysis Figma competitors in the design tool space
  • /analyze-feedback Here's 200 NPS responses from Q4 [attach file]

5. pm-data-analytics

Data analytics for PMs: SQL query generation, cohort analysis, and A/B test analysis.

Skills (3):

  • sql-queries — Generate SQL from natural language (BigQuery, PostgreSQL, MySQL)
  • cohort-analysis — Retention curves, feature adoption, and engagement trends by cohort
  • ab-test-analysis — Statistical significance, sample size validation, and ship/extend/stop recommendations

Commands (3):

  • /write-query — Generate SQL queries from natural language
  • /analyze-cohorts — Cohort analysis on user engagement data
  • /analyze-test — Analyze A/B test results

Examples:

Skills:

  • How large a sample do I need for 95% confidence with a 2% MDE?
  • What retention metrics should I track for a subscription app?

Commands:

  • /write-query Show me monthly active users by country for Q4 2025 (BigQuery)
  • /analyze-test Here are the results from our checkout flow A/B test [attach CSV]
  • /analyze-cohorts Weekly retention for users who signed up in January vs February

6. pm-go-to-market

Go-to-market strategy: beachhead segments, ideal customer profiles, messaging, growth loops, GTM motions, and competitive battlecards.

Skills (6):

  • gtm-strategy — Full GTM strategy: channels, messaging, success metrics, and launch plan
  • beachhead-segment — Identify the first beachhead market segment
  • ideal-customer-profile — ICP with demographics, behaviors, JTBD, and needs
  • growth-loops — Design sustainable growth loops (flywheels)
  • gtm-motions — Evaluate GTM motions and tools (product-led, sales-led, etc.)
  • competitive-battlecard — Sales-ready battlecard with objection handling and win strategies

Commands (3):

  • /plan-launch — Full GTM strategy from beachhead to launch plan
  • /growth-strategy — Design growth loops and evaluate GTM motions
  • /battlecard — Create a competitive battlecard

Examples:

Skills:

  • What's the best beachhead segment for a developer productivity tool?
  • Design a growth loop for a B2B SaaS with a freemium tier
  • Define our ICP for an AI-powered HR screening platform

Commands:

  • /plan-launch AI code review tool targeting mid-size engineering teams
  • /battlecard Our CRM vs Salesforce for the SMB market
  • /growth-strategy Two-sided marketplace for connecting freelancers with startups

7. pm-marketing-growth

Product marketing and growth: marketing ideas, positioning, value proposition statements, product naming, and North Star metrics.

Skills (5):

  • marketing-ideas — Creative, cost-effective marketing ideas with channels and messaging
  • positioning-ideas — Product positioning differentiated from competitors
  • value-prop-statements — Value proposition statements for marketing, sales, and onboarding
  • product-name — Product name brainstorming aligned to brand values and audience
  • north-star-metric — North Star Metric + input metrics with business game classification

Commands (2):

  • /market-product — Brainstorm marketing ideas, positioning, value props, and product names
  • /north-star — Define your North Star Metric and supporting input metrics

Examples:

Skills:

  • Brainstorm 5 positioning angles that differentiate us from Notion
  • What's a good North Star Metric for a two-sided marketplace?
  • Generate value prop statements for our sales team's pitch deck

Commands:

  • /market-product B2B analytics dashboard for e-commerce managers
  • /north-star Two-sided marketplace connecting freelancers with clients

8. pm-toolkit

PM utilities beyond core product work: resume review, legal documents, and proofreading.

Skills (4):

  • review-resume — PM resume review and tailoring against 10 best practices (XYZ+S formula, keywords, structure)
  • draft-nda — Non-Disclosure Agreement with jurisdiction-appropriate clauses
  • privacy-policy — Privacy policy covering GDPR/CCPA compliance
  • grammar-check — Grammar, logic, and flow checking with targeted fixes

Commands (5):

  • /review-resume — Comprehensive PM resume review
  • /tailor-resume — Tailor a resume to a specific job description
  • /draft-nda — Draft an NDA
  • /privacy-policy — Draft a privacy policy
  • /proofread — Check grammar, logic, and flow

Examples:

Skills:

  • Review my PM resume against best practices [attach PDF]
  • Check this product announcement for grammar and clarity

Commands:

  • /review-resume [attach your PM resume]
  • /tailor-resume [attach resume + paste job description]
  • /proofread Here's the draft of our Q1 investor update

About

Curated by The Product Compass Newsletter by Paweł Huryn.

License

MIT — see LICENSE.

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