data-viz-architect

To decide which chart type to use for your dashboard data, you need a data visualization blueprint that maps your business questions to specific charts. This Skill evaluates your dataset and provides a defensible rationale explaining exactly why each chart was selected for your stakeholders.

A KPI hierarchy organizes metrics into a north star, primary KPIs, and diagnostics. This Skill defines this hierarchy for your dataset by translating business questions into a structured layout plan, ensuring your dashboard communicates the right level of detail.

You create a dashboard blueprint for frontend implementation by providing your dataset and business questions. The Skill outputs a ready-to-implement Markdown spec containing layout plans, data fetching guidance, and chart selection rationale without requiring any code.

Yes, you can generate a data visualization plan without writing code. The Skill enforces a strict no-code rule, delivering a deterministic Markdown blueprint that specifies data fetching strategies and library guidance for developers to implement directly.

The best way to translate business questions into dashboard layout decisions is through a structured blueprint. This Skill maps each question to a chart decision and KPI hierarchy, producing a practical layout plan that non-technical stakeholders can defend.