Does this skill provide code implementation examples?

Yes, it includes standardized implementation patterns for SQL metric calculations and interactive Python dashboards using Streamlit and Plotly.

What departments does this skill cover?

The skill provides specialized KPI frameworks and metrics libraries for Sales, Marketing, Product, Finance, and IT Operations.

How does it help with metric selection?

It utilizes the SMART framework to ensure KPIs are Specific, Measurable, Achievable, Relevant, and Time-bound, preventing metric bloat and focusing on actionable data.

Can I use this for real-time monitoring systems?

Absolutely. It includes specific layout patterns for real-time operations centers, featuring system health indicators, request throughput, and alert management.

KPI Dashboard Design

Name: KPI Dashboard Design
Author: GaitanS

byGaitanS

分析与监控

Designs data-driven business dashboards using industry-standard KPI frameworks, visualization patterns, and automated monitoring logic.

关于

This skill equips Claude with specialized knowledge for architecting comprehensive performance dashboards across various business functions, including Sales, Marketing, Product, and Finance. It provides structured guidance on selecting SMART metrics, establishing hierarchical dashboard views from executive summaries to operational drill-downs, and implementing technical components via SQL and Python. Whether you are building real-time monitoring systems or refining department-specific analytics, this skill ensures your dashboards are actionable, well-organized, and aligned with strategic business objectives.

主要功能

Visual hierarchy design patterns for Executive, Tactical, and Operational views
SQL implementation patterns for MRR, retention, and CAC calculations
0 GitHub stars
Interactive Python (Streamlit) templates for rapid dashboard prototyping
Metrics governance frameworks based on SMART KPI principles
Department-specific KPI libraries for Sales, Marketing, Product, and Finance

使用场景

Designing an executive-level SaaS metrics dashboard to track MRR and churn
Restructuring department-specific analytics to improve decision-making speed and data clarity
Developing real-time operational monitoring displays for system health and service status

关于

主要功能

Visual hierarchy design patterns for Executive, Tactical, and Operational views
SQL implementation patterns for MRR, retention, and CAC calculations
0 GitHub stars
Interactive Python (Streamlit) templates for rapid dashboard prototyping
Metrics governance frameworks based on SMART KPI principles
Department-specific KPI libraries for Sales, Marketing, Product, and Finance

使用场景

Designing an executive-level SaaS metrics dashboard to track MRR and churn
Restructuring department-specific analytics to improve decision-making speed and data clarity
Developing real-time operational monitoring displays for system health and service status