Skills for Real Engineers. Straight from my .agents directory.
kpi-dashboard-design
Agent skill fromwshobson/agents
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict each other due to inconsistent calculation methodology.
How to install kpi-dashboard-design
npx skills add wshobson/agents# or add only this skill to Claude Code: copy the folder
plugins/business-analytics/skills/kpi-dashboard-design/
# into
~/.claude/skills/kpi-dashboard-design/ (all projects)
.claude/skills/kpi-dashboard-design/ (one project)
1# KPI Dashboard Design23Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions.45## When to Use This Skill67- Designing executive dashboards8- Selecting meaningful KPIs9- Building real-time monitoring displays10- Creating department-specific metrics views11- Improving existing dashboard layouts12- Establishing metric governance1314## Core Concepts1516### 1. KPI Framework1718| Level | Focus | Update Frequency | Audience |19| --------------- | ---------------- | ----------------- | ---------- |20| **Strategic** | Long-term goals | Monthly/Quarterly | Executives |21| **Tactical** | Department goals | Weekly/Monthly | Managers |22| **Operational** | Day-to-day | Real-time/Daily | Teams |2324### 2. SMART KPIs2526```27Specific: Clear definition28Measurable: Quantifiable29Achievable: Realistic targets30Relevant: Aligned to goals31Time-bound: Defined period32```3334### 3. Dashboard Hierarchy3536```37├── Executive Summary (1 page)38│ ├── 4-6 headline KPIs39│ ├── Trend indicators40│ └── Key alerts41├── Department Views42│ ├── Sales Dashboard43│ ├── Marketing Dashboard44│ ├── Operations Dashboard45│ └── Finance Dashboard46└── Detailed Drilldowns47 ├── Individual metrics48 └── Root cause analysis49```5051## Detailed worked examples and patterns52…
Excerpt shown under the repository's MIT license.
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