Analytics skills

This skill guides you through tree-based research cycles as an AI co-scientist, ensuring hypothesis-driven, reproducible experiments across domains.

This skill queries and manages the unified project knowledge graph to surface relevant knowledge and memories across tasks, SOPs, and concepts.

This skill helps design onboarding flows that accelerate activation, defining the aha moment and tailoring paths for individuals and teams.

This skill helps prioritize features, define an MVP, and build a ruthless roadmap using RICE, hypothesis testing, and expert prioritization.

This skill helps you design and automate high-ROI lifecycle email programs, including onboarding drips, welcome emails, triggers, and performance optimization.

This skill helps bootstrapped SaaS teams optimize Google Ads with focused budgets, high-intent keywords, compelling ad copy, and rigorous CAC/LTV tracking.

This skill helps you design pricing and monetization for SaaS by selecting value metrics, building tier structures, and optimizing with psychology insights.

This skill helps solo founders build a clear SaaS financial model by calculating unit economics, churn, CAC, LTV and runway on a single editable spreadsheet.

This skill helps you design a product-led growth strategy with viral loops and retention tactics to boost activation and reduce churn.

This skill performs comprehensive technical SEO and GEO audits to boost rankings and AI-cited authority for your SaaS site.

This skill helps you uncover customer needs and build actionable JTBD driven personas to inform product decisions and prioritization.

This skill guides a PEST analysis to identify political, economic, social, and technological factors and translate them into actionable strategies.

This skill helps you visualize complex dependencies and architectures using graph-thinking to map relationships and non-linear problem solving for clearer

This skill guides you through root cause analysis using the Five Whys technique to uncover underlying issues and drive effective fixes.

This skill helps you structure and document product decisions using a framework that improves alignment, traceability, and learning across teams.

This skill visualizes workflow with Kanban boards, limits WIP, and optimizes flow to improve delivery and continuous improvement.

This skill generates clean, data-focused HTML dashboards from compact JSON or markdown specs using mviz and ECharts.

This skill helps you apply the Fogg Behavior Model to diagnose why users fail to act and design targeted prompts.

This skill helps you structure complex questions into testable hypotheses for MECE coverage, enabling faster validation of ideas and experiments.

This skill helps you apply loss aversion principles to retention, pricing, and onboarding to nudge users toward desired actions.

This skill helps you apply Jobs-to-be-Done insights to shape product strategy, conduct research interviews, write user stories, and identify true competition.