ahmad-ubaidillah/kpi-dashboard-design
aizen-gate/skills-reference/.agent/skills/kpi-dashboard-design/SKILL.md
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data visualization layouts.
development
Updated Mar 27, 2026
$ install --global
skillsauthnpx skillsauth add ahmad-ubaidillah/aizen-gate kpi-dashboard-designInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Mar 30, 2026, 9:42 AM59.4s15 files scanned
SKILL.md
- version:
- 4.1.0-fractal
- name:
- kpi-dashboard-design
- description:
- Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data visualization layouts.
KPI Dashboard Design
Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions.
Do not use this skill when
- The task is unrelated to kpi dashboard design
- You need a different domain or tool outside this scope
Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.
- If detailed examples are required, open
resources/implementation-playbook.md.
Use this skill when
- Designing executive dashboards
- Selecting meaningful KPIs
- Building real-time monitoring displays
- Creating department-specific metrics views
- Improving existing dashboard layouts
- Establishing metric governance
Core Concepts
🧠 Knowledge Modules (Fractal Skills)
1. 1. KPI Framework
2. 2. SMART KPIs
3. 3. Dashboard Hierarchy
4. Sales KPIs
5. Marketing KPIs
6. Product KPIs
7. Finance KPIs
8. Pattern 1: Executive Summary
9. Pattern 2: SaaS Metrics Dashboard
10. Pattern 3: Real-time Operations
11. SQL for KPI Calculations
12. Python Dashboard Code (Streamlit)
13. Do's
14. Don'ts
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