Design and build dashboards that track key performance indicators. Select relevant metrics, visualize data effectively, and communicate insights to stakeholders.
Effective KPI dashboards make performance visible, enable data-driven decisions, and help teams align around shared goals.
Minimal working example:
# 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)
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 |
Copy a source-pinned command for your client. You run it yourself.
Destination: .claude/skills/kpi-dashboard-design · pinned to the source commit
git clone https://github.com/aj-geddes/useful-ai-prompts.git
cd useful-ai-prompts
git checkout 3f5182cfd739fc113f4af5244a1cf342ad7f7911
mkdir -p ".claude/skills/kpi-dashboard-design"
cp -r "skills/kpi-dashboard-design" ".claude/skills/kpi-dashboard-design"Review the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.
Scanner static-checks@0.1.0 · commit 3f5182cfd739. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.
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