Agent skill

kpi-dashboard-design

Design and build dashboards that track key performance indicators. Select relevant metrics, visualize data effectively, and communicate insights to stakeholders.

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Install this agent skill to your Project

npx add-skill https://github.com/aj-geddes/useful-ai-prompts/tree/main/skills/kpi-dashboard-design

SKILL.md

KPI Dashboard Design

Table of Contents

Overview

Effective KPI dashboards make performance visible, enable data-driven decisions, and help teams align around shared goals.

When to Use

  • Creating performance measurement systems
  • Leadership reporting and visibility
  • Operational monitoring
  • Project progress tracking
  • Team performance management
  • Customer health monitoring
  • Financial reporting

Quick Start

Minimal working example:

python
# Select relevant, measurable KPIs

class KPISelection:
    KPI_CRITERIA = {
        'Relevant': 'Directly aligned with business strategy',
        'Measurable': 'Can be quantified and tracked',
        'Actionable': 'Team can influence the metric',
        'Timely': 'Measured frequently (daily/weekly)',
        'Bounded': 'Has clear target/threshold',
        'Simple': 'Easy to understand'
    }

    def identify_business_goals(self):
        """Map goals to KPIs"""
        return {
            'Revenue Growth': [
                'Monthly Recurring Revenue (MRR)',
                'Annual Recurring Revenue (ARR)',
                'Customer Lifetime Value (CLV)',
                'Average Revenue Per User (ARPU)'
            ],
            'Customer Acquisition': [
                'Customer Acquisition Cost (CAC)',
                'Conversion Rate',
                'Traffic to Lead Rate',
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
KPI Selection Framework KPI Selection Framework
Dashboard Design Dashboard Design
Dashboard Implementation Dashboard Implementation
KPI Monitoring & Governance KPI Monitoring & Governance

Best Practices

✅ DO

  • Start with business goals, not data
  • Limit dashboards to 5-7 core metrics
  • Include both leading and lagging indicators
  • Assign clear metric ownership
  • Update dashboards regularly
  • Make drill-down available
  • Use visual hierarchy effectively
  • Test with actual users
  • Include context and benchmarks
  • Document metric definitions

❌ DON'T

  • Create dashboards without clear purpose
  • Include too many metrics (analysis paralysis)
  • Forget about data quality
  • Build without stakeholder input
  • Use confusing visualizations
  • Leave dashboards stale
  • Ignore mobile viewing experience
  • Skip training on dashboard usage
  • Create metrics no one can influence
  • Change metrics frequently

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