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

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 3–5 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

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

Skills (16):

• 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.)
• strategy-red-team — Adversarial stress-test of a plan: surface load-bearing assumptions, name what would make each one fail, and rank by cheapest test

Commands (11):

• /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
• /red-team-prd — Adversarially stress-test a PRD, roadmap, or strategy and rank the riskiest assumptions by cheapest test
• /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

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 3–5 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]

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

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

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

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

For PMs and founders accountable for AI-built code. AI agents write code fast but leave no record of intent — what the system should do, who may do what, where the secrets live, which rules are actually verified. This kit restores reviewability: it documents the system, then audits the gap between what the docs say and what the code actually does — the class of bug generic scanners miss.

Skills (2):

• shipping-artifacts — The durable documentation set that makes an AI-built app reviewable: a core every app needs (architecture, user/permission flows, permissions, variables/secrets, test-coverage map) plus conditional docs added only when they apply (emails, cron, SEO, embedded agents/automation). Defines what each doc must capture and how a reviewer uses it
• intended-vs-implemented — The method for finding the gap between what a system is documented to do and what the code actually does, with cited evidence on both sides

Commands (5):

• /ship-check — Turn a vibe-coded repo into a reviewer-ready shipping packet: document, wire agent context, run security and performance audits, map test coverage, and compile the results
• /document-app — Reverse-engineer a codebase into the system documents reviewers and auditors need — a core set (architecture, flows, permissions, variables) plus conditional docs (emails, cron, SEO, automation) when they apply
• /derive-tests — Turn documented intent into a test-coverage map: inventory the tests that exist today, separate them from proposed tests and unverified gaps, and recommend a green-before-merge CI gate
• /security-audit-static — Static security audit: map trust boundaries, cross-reference documented intent, self-refute every finding, and report only evidence-backed risks
• /performance-audit-static — Static performance audit: find over-fetching, missing indexes, and caching opportunities, ranked by effort and impact

Examples:

Skills:

• What documentation does my Supabase app need before someone can review it?
• Where does what this code does diverge from what the docs say it should do?

Commands:

• /ship-check the payments service
• /document-app — Reverse-engineer the system docs for this repo
• /derive-tests — Which documented rules have no test yet?
• /security-audit-static src/api