Design KPI dashboards and tracking mechanisms for performance measurement and reporting
Designs KPI dashboards and tracking mechanisms for performance measurement and reporting.
npx claudepluginhub a5c-ai/babysitterThis skill is limited to using the following tools:
The Metrics Dashboard Designer skill provides specialized capabilities for designing comprehensive KPI dashboards and tracking mechanisms. This skill enables definition of meaningful metrics, creation of effective visualizations, and establishment of data collection and reporting processes for performance management.
Define KPIs for measuring:
[Business objective or initiative]
Include specifications, formulas, targets, and data sources.
Design a dashboard for:
Audience: [Who will use it]
Purpose: [What decisions it supports]
KPIs: [List of metrics to display]
Create layout with visualization recommendations.
Create a reporting process for these metrics:
[Metric list]
Define collection, calculation, and distribution.
Establish targets and thresholds for:
[KPI list]
Include RAG status rules and escalation triggers.
This skill integrates with the following business analysis processes:
KPI Name: [Metric name]
ID: KPI-XXX
Owner: [Accountable person]
DEFINITION:
Description: [What this metric measures]
Formula: [Calculation method]
Unit: [Unit of measure]
DATA SOURCE:
Source system: [Where data comes from]
Collection frequency: [How often]
Data owner: [Who provides data]
PERFORMANCE:
Baseline: [Starting value]
Target: [Goal value]
Threshold - Red: [Below X]
Threshold - Amber: [Between X and Y]
Threshold - Green: [Above Y]
REPORTING:
Report frequency: [How often reported]
Report audience: [Who receives]
Visualization: [Chart type]
| Principle | Description |
|---|---|
| Focus | One dashboard, one purpose |
| Hierarchy | Most important metrics prominent |
| Context | Include comparisons and targets |
| Actionable | Enable decision-making |
| Real-time | Refresh frequency matches need |
| Clean | Minimize clutter and decoration |
| Data Type | Best Visualizations |
|---|---|
| Single value | Big number, gauge |
| Comparison | Bar chart, bullet chart |
| Trend over time | Line chart, sparkline |
| Part of whole | Pie chart, stacked bar |
| Distribution | Histogram, box plot |
| Relationship | Scatter plot |
| Geographic | Map |
| Status | Color | Meaning | Action |
|---|---|---|---|
| On Track | Green | Meeting/exceeding target | Continue current approach |
| At Risk | Amber | Below target but recoverable | Investigate and adjust |
| Off Track | Red | Significantly below target | Escalate and intervene |
| Category | Example KPIs |
|---|---|
| Financial | Revenue, Cost, Margin, ROI |
| Customer | Satisfaction, NPS, Retention |
| Process | Cycle time, Error rate, Throughput |
| Quality | Defect rate, First-pass yield |
| Employee | Engagement, Turnover, Training |
| Project | On-time, On-budget, Scope changes |
| Metric Type | Typical Frequency |
|---|---|
| Operational | Daily/Real-time |
| Tactical | Weekly/Bi-weekly |
| Strategic | Monthly/Quarterly |
| Program/Project | As per milestones |
┌─────────────────────────────────────────────┐
│ DASHBOARD TITLE │
│ [Filters] [Date Range] │
├──────────────┬──────────────┬──────────────┤
│ KPI 1 │ KPI 2 │ KPI 3 │
│ (Big #) │ (Big #) │ (Big #) │
├──────────────┴──────────────┴──────────────┤
│ Trend Chart │
│ (Line/Area Chart) │
├─────────────────────┬──────────────────────┤
│ Comparison Chart │ Status Table │
│ (Bar Chart) │ (Table with RAG) │
├─────────────────────┴──────────────────────┤
│ Detail Table / List │
└─────────────────────────────────────────────┘
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