ab-test-analysis — Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations.
analyze-feature-requests — Analyze and prioritize a list of feature requests by theme, strategic alignment, impact, effort, and risk.
ansoff-matrix — Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development, product development, and diversification.
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, and other low-effort validation methods.
brainstorm-ideas-existing — Brainstorm product ideas for an existing product using multi-perspective ideation from PM, Designer, and Engineer viewpoints.
brainstorm-ideas-new — Brainstorm feature ideas for a new product in initial discovery from PM, Designer, and Engineer perspectives.
brainstorm-okrs — Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results.
business-model — Generate a Business Model Canvas with all 9 building blocks.
code-review — Review code for actionable defects. Correctness is the core; performance and security are optional sub-cases of the same engine.
cohort-analysis — Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights.
competitive-battlecard — Create sales-ready competitive battlecards comparing your product against a specific competitor — positioning, feature comparison, objection handling.
competitor-analysis — Analyze competitors with strengths, weaknesses, and differentiation opportunities. Identifies direct competitors and maps the competitive landscape.
create-prd — Create a Product Requirements Document using a comprehensive 8-section template covering problem, objectives, segments, value propositions, solution.
customer-journey-map — Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities.
draft-nda — Draft a detailed Non-Disclosure Agreement between two parties covering information types, jurisdiction, and clauses needing legal review.
dummy-dataset — Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script).
grammar-check — Identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting the entire text.
growth-loops — Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral.
gtm-motions — Identify the best GTM motions and tools across 7 motion types: Inbound, Outbound, Paid Digital, Community, Partners, ABM, and PLG.
gtm-strategy — Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline.
ideal-customer-profile — Identify the Ideal Customer Profile (ICP) from research data with demographics, behaviors, JTBD, and needs.
identify-assumptions-existing — Identify risky assumptions for a feature idea in an existing product across Value, Usability, Viability, and Feasibility.
identify-assumptions-new — Identify risky assumptions for a new product idea across 8 risk categories including Go-to-Market, Strategy, and Team.
intended-vs-implemented — The method for finding the gap between what a system is supposed to do and what the code actually does — the class of bug generic scanners miss because they.
interview-script — Create a structured customer interview script with JTBD probing questions, warm-up, core exploration, and wrap-up sections.
job-stories — Create job stories using the 'When [situation], I want to [motivation], so I can [outcome]' format with detailed acceptance criteria.
lean-canvas — Generate a Lean Canvas with problem, solution, metrics, cost structure, UVP, unfair advantage, channels, segments, and revenue.
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 rationale.
metrics-dashboard — Define and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds.
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 to opportunities, solutions, and experiments.
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 Environmental factors.
porters-five-forces — Perform Porter's Five Forces analysis — competitive rivalry, supplier power, buyer power, threat of substitutes, and threat of new entrants.
positioning-ideas — Brainstorm product positioning ideas differentiated from competitors. Identifies top competitors and generates positioning statements with rationale.
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, willingness-to-pay estimation, and price elasticity.
prioritization-frameworks — Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more.
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 top 5 recommendations.
privacy-policy — Draft a detailed privacy policy covering data types, jurisdiction, GDPR and compliance considerations, and clauses needing legal review.
product-name — Brainstorm 5 unique, memorable product names with rationale aligned to brand values and target audience.
product-strategy — Create a comprehensive product strategy using the 9-section Product Strategy Canvas — vision, segments, costs, value propositions, trade-offs, metrics, growth.
product-vision — Brainstorm an inspiring, achievable, and emotional product vision that motivates teams and aligns stakeholders.
release-notes — Generate user-facing release notes from tickets, PRDs, or changelogs.
retro — Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines.
review-resume — Comprehensive PM resume review and tailoring against 10 best practices including XYZ+S formula, keyword optimization, job-specific tailoring, and structure.
sentiment-analysis — Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights.
shipping-artifacts — The durable documentation set that makes an AI-built (vibe-coded) app reviewable before shipping.
sprint-plan — Plan a sprint with capacity estimation, story selection, dependency mapping, and risk identification.
sql-queries — Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects.
stakeholder-map — Build a stakeholder map using a power/interest grid, identify communication strategies per quadrant, and generate a communication plan.
startup-canvas — Generate a Startup Canvas combining Product Strategy (9 sections) and Business Model (costs + revenue) for a new product.
strategy-red-team — Red-team a PRD, roadmap, or strategy by attacking its load-bearing assumptions before reality does.
summarize-interview — Summarize a customer interview transcript into a structured template with JTBD, satisfaction signals, and action items.
summarize-meeting — Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items.
swot-analysis — Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations.
test-scenarios — Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes.
user-personas — Create refined user personas from research data — 3 personas with JTBD, pains, gains, and unexpected insights.
user-segmentation — Segment users from feedback data based on behavior, JTBD, and needs. Identifies at least 3 distinct user segments.
user-stories — Create user stories following the 3 C's (Card, Conversation, Confirmation) and INVEST criteria with descriptions, design links, and acceptance criteria.
value-prop-statements — Generate value proposition statements for marketing, sales, and onboarding from existing value propositions.
value-proposition — Design a detailed value proposition using a 6-part JTBD template — Who, Why, What before, How, What after, Alternatives.
wwas — Create product backlog items in Why-What-Acceptance format — independent, valuable, testable items with strategic context.