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SKILL.md

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

install kpi-dashboard-design
# install the agents pack with the skills CLI
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)

plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md

MITFull file
1# KPI Dashboard Design
2
3Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions.
4
5## When to Use This Skill
6
7- Designing executive dashboards
8- Selecting meaningful KPIs
9- Building real-time monitoring displays
10- Creating department-specific metrics views
11- Improving existing dashboard layouts
12- Establishing metric governance
13
14## Core Concepts
15
16### 1. KPI Framework
17
18| 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 |
23
24### 2. SMART KPIs
25
26```
27Specific: Clear definition
28Measurable: Quantifiable
29Achievable: Realistic targets
30Relevant: Aligned to goals
31Time-bound: Defined period
32```
33
34### 3. Dashboard Hierarchy
35
36```
37├── Executive Summary (1 page)
38│ ├── 4-6 headline KPIs
39│ ├── Trend indicators
40│ └── Key alerts
41├── Department Views
42│ ├── Sales Dashboard
43│ ├── Marketing Dashboard
44│ ├── Operations Dashboard
45│ └── Finance Dashboard
46└── Detailed Drilldowns
47 ├── Individual metrics
48 └── Root cause analysis
49```
50
51## Detailed worked examples and patterns
52…

Excerpt shown under the repository's MIT license.

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