Business Analytics

startup-metrics-framework helps founders, analysts, and operators calculate startup KPIs like CAC, LTV, burn multiple, runway, and growth metrics for SaaS, marketplace, consumer, and B2B startups.

team-composition-analysis helps founders, operators, and recruiting leads plan early-stage startup hiring by stage, ARR, and budget. Use it to sequence roles, shape team structure, and estimate compensation and equity from pre-seed through Series A.

Use the data-storytelling skill to turn analysis into decision-ready narratives for reports, executive updates, and stakeholder communication with clear structure and action.

The kpi-dashboard-design skill helps teams plan decision-focused KPI dashboards with metric selection, dashboard hierarchy, chart patterns, and governance guidance for executive, tactical, and operational views.

The porters-five-forces skill helps you assess competitive rivalry, supplier power, buyer power, substitutes, and new entrants. Use it for porters-five-forces for Competitive Analysis when you need a structured view of market attractiveness, pricing pressure, and barriers to profit.

lean-canvas is a practical lean-canvas skill for turning product ideas into a structured business hypothesis. It covers problem, solution, UVP, unfair advantage, channels, customer segments, metrics, cost structure, and revenue. Use it for early product discovery, new ventures, or lean-canvas for Product Management when you need a concise guide to what to test next.

The business-model skill helps you create a complete Business Model Canvas with all 9 building blocks. Use it to document how a business creates, delivers, and captures value, or to analyze an existing business model for strategic planning and decision-making.

feature-investment-advisor helps evaluate feature investments using revenue impact, cost structure, ROI, and strategic value. Use it for Strategic Planning when you need a build/don't build recommendation backed by financial logic, and when a feature-investment-advisor guide should pressure-test roadmap requests before engineering time is committed.

recommendation-canvas is a structured AI product recommendation skill for Product Management teams. It helps you evaluate business outcomes, customer outcomes, problem framing, solution hypotheses, positioning, assumptions, and risks before you commit to building an AI feature or product. Use the recommendation-canvas guide to turn a rough idea into a defensible recommendation.

The tam-sam-som-calculator skill helps Product Management teams build defensible TAM, SAM, and SOM estimates with explicit assumptions, citations, and caveats. Use it to size a market for a product idea, business case, investor deck, or strategy memo, and to turn broad market questions into a clear calculation path.

business-health-diagnostic helps Finance, founders, and operators assess SaaS health across growth, retention, unit economics, and capital efficiency for board-ready decisions. Use it to spot red flags, prioritize fixes, and turn raw metrics into an actionable diagnostic.

The data-analytics skill creates PlantUML diagrams for data analysis workflows, including ETL, ELT, data lakes, warehouses, streaming pipelines, log analytics, and BI dashboards. It is optimized for clear source-to-destination flow, AWS analytics/database stencils, and practical data-analytics guide output—not generic software or cloud architecture diagrams.

charlie is an AI CFO skill for bootstrapped and profitable startups that need sharper financial decisions. It helps with runway, unit economics, hiring ROI, capital allocation, burn rate, working capital, and forecasting. Use charlie for Finance questions when you need a disciplined, decision-ready framework instead of generic startup advice.