AI PM Coach, ex-CPO, Builder | 400K+ Follow
Pawel Huryn's skills help AI agents with product management and startup work, including writing release notes from tickets and changelogs, analyzing A/B test results for statistical significance, building competitor analyses and go-to-market strategies, and mapping risky assumptions for new ventures. He also offers Shipping Artifacts, a documentation set for reviewing AI-built apps before release, and a Startup Canvas that separates product strategy from business model.
Pm Skills
69 skills · 27,743 stars · MIT
Ab Test Analysis Analyze A/B test results with statistical significance, sample size validation, confidence interv…
Analyze Feature Requests Analyze and prioritize a list of feature requests by theme, strategic alignment, impact, effort,…
Ansoff Matrix Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market de…
Beachhead Segment Identify the first beachhead market segment for a product launch.
Brainstorm Experiments Existing Design experiments to test assumptions for an existing product — prototypes, A/B tests, spikes, a…
Brainstorm Experiments New Design lean startup experiments (pretotypes) for a new product.
Brainstorm Ideas Existing Brainstorm product ideas for an existing product using multi-perspective ideation from PM, Design…
Brainstorm Ideas New Brainstorm feature ideas for a new product in initial discovery from PM, Designer, and Engineer p…
Brainstorm Okrs Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurab…
Business Model Generate a Business Model Canvas with all 9 building blocks.
Code Review Review code for actionable defects.
Cohort Analysis Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and…
Competitive Battlecard Create sales-ready competitive battlecards comparing your product against a specific competitor —…
Competitor Analysis Analyze competitors with strengths, weaknesses, and differentiation opportunities.
Create Prd Create a lean, decision-ready Product Requirements Document with an 8-section template: summary,…
Customer Journey Map Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and op…
Draft Nda Draft a detailed Non-Disclosure Agreement between two parties covering information types, jurisdi…
Dummy Dataset Generate realistic dummy datasets for testing with customizable columns, constraints, and output…
Grammar Check Identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting t…
Growth Loops Identify growth loops (flywheels) for sustainable traction.
Gtm Motions Identify the best GTM motions and tools across 7 motion types: Inbound, Outbound, Paid Digital, C…
Gtm Strategy Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launc…
Ideal Customer Profile Identify the Ideal Customer Profile (ICP) from research data with demographics, behaviors, JTBD,…
Identify Assumptions Existing Identify risky assumptions for a feature idea in an existing product across Value, Usability, Via…
Identify Assumptions New Identify risky assumptions for a new product idea across 8 risk categories including Go-to-Market…
Intended Vs Implemented The method for finding the gap between what a system is supposed to do and what the code actually…
Interview Script Create a structured customer interview script with JTBD probing questions, warm-up, core explorat…
Job Stories Create job stories using the 'When [situation], I want to [motivation], so I can [outcome]' forma…
Lean Canvas Generate a Lean Canvas with problem, solution, metrics, cost structure, UVP, unfair advantage, ch…
Market Segments Identify 3-5 potential customer segments with demographics, JTBD, and product fit analysis.
Market Sizing Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches.
Marketing Ideas Generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rati…
Metrics Dashboard Define and design a product metrics dashboard with key metrics, data sources, visualization types…
Monetization Strategy Brainstorm 3-5 monetization strategies with audience fit, risks, and validation experiments.
North Star Metric Define a North Star Metric and 3-5 supporting input metrics that form a metrics constellation.
Opportunity Solution Tree Build an Opportunity Solution Tree (OST) to structure product discovery — map a desired outcome t…
Outcome Roadmap Transform an output-focused roadmap into an outcome-focused one that communicates strategic intent.
Pestle Analysis Perform a PESTLE analysis covering Political, Economic, Social, Technological, Legal, and Environ…
Porters Five Forces Perform Porter's Five Forces analysis — competitive rivalry, supplier power, buyer power, threat…
Positioning Ideas Brainstorm product positioning ideas differentiated from competitors.
Pre Mortem Run a pre-mortem risk analysis on a PRD or launch plan.
Pricing Strategy Analyze and design pricing strategies including pricing models, competitive pricing analysis, wil…
Prioritization Frameworks Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates…
Prioritize Assumptions Prioritize assumptions using an Impact × Risk matrix and suggest experiments for each.
Prioritize Features Prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with…
Privacy Policy Draft a detailed privacy policy covering data types, jurisdiction, GDPR and compliance considerat…
Product Name Brainstorm 5 unique, memorable product names with rationale aligned to brand values and target au…
Product Strategy Create a comprehensive product strategy using the 9-section Product Strategy Canvas — vision, seg…