Latest Agent Skills

Design lean startup experiments (pretotypes) for a new product by creating XYZ hypotheses and suggesting low-effort validation methods like landing pages, explainer videos, and pre-orders.

Build an Opportunity Solution Tree (OST) to structure product discovery — map a desired outcome to opportunities, solutions, and experiments.

Generate new feature ideas for an existing product using multi-perspective ideation from PM, Designer, and Engineer viewpoints, then prioritize the best five.

Identify risky assumptions for a new product idea across 8 risk categories including go-to-market, strategy, and team.

Categorize, evaluate, and prioritize customer feature requests against product goals using strategic alignment, impact, effort, and risk analysis.

Prioritize assumptions using an Impact × Risk matrix and suggest targeted experiments for each.

Brainstorm 3-5 monetization strategies with audience fit, risks, and validation experiments for a product or feature.

Generates feature ideas from PM, Designer, and Engineer perspectives for initial product discovery of a new product.

Generate targeted value proposition statements for marketing, sales, and customer onboarding from existing value propositions.

Transform a customer interview transcript into a structured summary with Jobs to Be Done, satisfaction signals, and action items.

Rank a backlog of feature ideas by impact, effort, risk, and strategic alignment to identify the top 5 to pursue.

Evaluate industry dynamics and market attractiveness by analyzing competitive rivalry, supplier power, buyer power, threat of substitutes, and threat of new entrants.

Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities to identify friction points and improve user experience.

Design a comprehensive product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds.

Conduct comprehensive competitive analysis to understand the landscape, identify direct competitors, and uncover differentiation opportunities.

Synthesize customer research data to define the Ideal Customer Profile (ICP) including demographics, behaviors, Jobs to Be Done, and pain points.

Create sales-ready competitive battlecards comparing your product against a specific competitor, including positioning, feature comparison, objection handling, and win/loss patterns.

Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more.

Finds gaps between documented intent and actual implementation in codebases, catching bugs that generic scanners miss because they lack a model of intent.

Design a detailed value proposition using a 6-part Jobs-to-be-Done template covering who, why, current situation, solution, improved outcome, and alternatives.

Generate a structured customer interview script with Jobs-to-be-Done probing questions, warm-up, core exploration, and wrap-up sections, following The Mom Test principles.

Brainstorm product positioning ideas differentiated from competitors, generating positioning statements with strategic rationale.

Identify a North Star Metric and 3-5 supporting input metrics, classify the business game (Attention, Transaction, Productivity), and validate against seven criteria for an effective North Star.

Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights.

Generate a comprehensive product strategy using the 9-section Product Strategy Canvas, covering vision, market segments, costs, value propositions, trade-offs, metrics, growth, capabilities, and defensibility.

Design pricing strategies grounded in value delivery, competitive positioning, and willingness to pay. Recommends pricing models, tiers, and experiments.

Analyze diverse user feedback to identify at least 3 distinct behavioral and needs-based user segments based on jobs-to-be-done, behaviors, and motivations.

Evaluate macro-environmental factors across Political, Economic, Social, Technological, Legal, and Environmental dimensions for strategic planning and market entry assessment.

Generates 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale for brainstorming campaigns or planning product promotion.

Generates a Startup Canvas combining a 9-section Product Strategy with a Business Model for new products, offering an alternative to the Business Model Canvas and Lean Canvas.

Brainstorm an inspiring, achievable, and emotional product vision that motivates teams and aligns stakeholders.

Generate a Business Model Canvas with all 9 building blocks for creating, documenting, or analyzing a business model.

Identify and analyze 3-5 distinct customer segments with demographics, jobs-to-be-done, pain points, and product fit analysis for market opportunity evaluation.

Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations.

Conduct a structured SWOT analysis for a product, identifying strengths, weaknesses, opportunities, and threats with actionable strategic recommendations.

Map growth strategies across market penetration, market development, product development, and diversification to evaluate expansion opportunities.

Identify the first beachhead market segment for a product launch by evaluating segments against burning pain, willingness to pay, winnable market share, and referral potential.

Analyze user engagement and retention patterns by cohort to identify trends in user behavior, feature adoption, and long-term engagement.

Documents AI-built apps with architecture, permissions, secrets, and test coverage maps to make them reviewable before shipping.

Brainstorm five unique, memorable product names with rationale aligned to brand values and target audience.

Create detailed, actionable user personas from research data, capturing jobs-to-be-done, pain points, desired gains, and unexpected behavioral insights to guide product decisions.

Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches for market opportunity assessment, investor pitches, or market entry evaluation.

Generate a Lean Canvas with sections for problem, solution, metrics, cost structure, UVP, unfair advantage, channels, segments, and revenue for testing business hypotheses.

Transform meeting transcripts into structured summaries with date, participants, topic, key decisions, action items, and open questions.

Red-team a PRD, roadmap, or strategy by attacking its load-bearing assumptions before reality does, ranking failure modes by impact, likelihood, and cheapness to test.

Generate optimized SQL queries from natural language descriptions across multiple database platforms including BigQuery, PostgreSQL, MySQL, and Snowflake. Reads database schemas from uploaded files or diagrams to produce accurate, production-ready queries.

Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline for product launches or new market entry.

Identify and design growth loops (flywheels) for sustainable traction, evaluating five proven mechanisms: viral, usage, collaboration, user-generated, and referral.

Map stakeholders on a power/interest grid and generate a tailored communication plan for each group.

Transform output-focused roadmaps into outcome-focused ones that communicate strategic intent, rewriting initiatives as outcome statements reflecting user and business impacts.

Generate three alternative OKR sets for a team, aligned with company strategy, to spark strategic discussion and planning.

Identify and evaluate the best go-to-market motions for your product across seven proven approaches, with tools and tactics to build a balanced acquisition strategy.

Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes.

Transform technical tickets, PRDs, or changelogs into polished, user-facing release notes organized by category.

Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script).

Draft a detailed privacy policy covering data types, jurisdiction, GDPR and compliance considerations, and clauses needing legal review.

Generate user stories following the 3 C's (Card, Conversation, Confirmation) and INVEST criteria, with descriptions, design links, and acceptance criteria.

Reviews and tailors Product Manager resumes against 10 best practices including the XYZ+S formula, keyword optimization, and job-specific customization.

Identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting the entire document.

Plan a sprint by estimating team capacity, selecting and sequencing stories, and identifying risks.