Does it follow specific design standards?

It adheres to the SMART KPI framework and follows industry best practices for dashboard hierarchy, information density, and data visualization.

Is this suitable for real-time monitoring?

Yes, it includes specific patterns for real-time operations centers, focusing on system health, throughput, and error rate monitoring.

Can this skill help with technical implementation?

Yes, it provides optimized SQL snippets for complex calculations and Python code templates for building dashboards with Streamlit and Plotly.

What departments does this KPI skill cover?

It includes specialized metrics and dashboard patterns for Sales, Marketing, Product, Finance, and IT Operations.

KPI Dashboard Design

Name: KPI Dashboard Design
Author: simplysmartai

bysimplysmartai

0•

Analytics & Monitoring

Designs data-driven business dashboards using visualization best practices, metric selection frameworks, and real-time monitoring patterns.

This skill empowers developers and analysts to build professional-grade business intelligence interfaces by providing structured patterns for KPI selection, dashboard hierarchy, and data visualization. It includes comprehensive frameworks for various departments—such as Sales, Marketing, and Finance—alongside practical implementation templates in SQL and Python (Streamlit). By guiding the user through strategic, tactical, and operational views, the skill ensures that dashboards are not just visually appealing but also actionable and aligned with specific business goals.

Key Features

01Visual layout templates for executive summaries, SaaS metrics, and real-time operations

020 GitHub stars

03Standardized SMART KPI definitions and metric governance patterns

04Department-specific KPI frameworks for Sales, Marketing, Product, and Finance

05Streamlit-based Python code patterns for interactive data visualization

06Ready-to-use SQL snippets for complex calculations like MRR, Churn, and Cohort Retention

Use Cases

01Building high-level executive dashboards for monthly or quarterly business reviews

02Developing real-time operational monitoring systems for system health and error rates

03Implementing SaaS-specific metrics like LTV, CAC, and cohort retention analysis

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add simplysmartai/5cypressautomation kpi-dashboard-design

For use in Claude.ai and ChatGPT

Download Skill