Does it support real-time monitoring use cases?

Yes, it includes specific layout patterns and system health visualization strategies for high-frequency operational dashboards and alerting centers.

Can it help with the technical implementation of metrics?

Yes, it provides optimized SQL queries for complex calculations like cohort retention and MRR, as well as Python code snippets for building dashboards with Streamlit.

What is the SMART framework used in this skill?

The skill applies the SMART criteria—Specific, Measurable, Achievable, Relevant, and Time-bound—to help you select and define metrics that actually drive business action.

Is this skill suitable for SaaS businesses?

Absolutely. It features dedicated patterns for SaaS unit economics, including LTV/CAC ratios, churn analysis, and monthly recurring revenue growth.

What departments does this dashboard skill cover?

The skill includes specific KPI patterns and metrics for Sales (MRR, Pipeline), Marketing (CAC, ROI), Product (DAU/MAU, Retention), Finance (EBITDA, Cash Flow), and Operations.

KPI Dashboard Design

Name: KPI Dashboard Design
Author: nguyendinhquocx

bynguyendinhquocx

分析与监控

Designs high-impact business dashboards with optimized metrics selection, visualization patterns, and real-time monitoring layouts.

关于

This skill provides comprehensive patterns for building professional Key Performance Indicator (KPI) dashboards that drive informed business decisions. It guides users through the entire design lifecycle—from selecting SMART metrics across departments like Sales, Marketing, and Finance to implementing high-performance SQL queries and responsive visualization layouts using frameworks like Streamlit. Whether you are building a strategic executive summary or a real-time operational monitor, this skill ensures data clarity, metric governance, and actionable insights.

主要功能

Proven dashboard layout templates for Executive Summary and SaaS use cases.
Pre-defined metric libraries for Sales, Marketing, Product, and Finance departments.
Optimized SQL patterns for calculating MRR, Churn, and Cohort Retention.
Standardized KPI frameworks for strategic, tactical, and operational decision-making.
Implementation guides for real-time monitoring displays and system health alerts.
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使用场景

Developing a SaaS metrics dashboard to track unit economics like LTV/CAC and MRR growth.
Building an automated executive summary for monthly and quarterly business reviews.
Creating real-time operational displays for monitoring system health and service status.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nguyendinhquocx/code-ai dashboard

For use in Claude.ai and ChatGPT

Download Skill

GitHub

关于