kpi-dashboard-design

kpi-dashboard-design is a skill for Claude Code from EngineerWithAI/engineerwith-agents. It costs 38 tokens per session (3,909 once invoked), scanned A, a copy of kpi-dashboard-design, MIT.

A guide to choosing business metrics and arranging them in KPI dashboards. KPIs are measurable indicators used to track progress toward a goal.

In plain words
What is it for?
Use it to select strategic, departmental, or operational metrics; design dashboard layouts; add real-time monitoring; and organize drill-down views.
Why use it?
It helps teams avoid crowded dashboards and focus each audience on the numbers, trends, alerts, and details needed for decisions.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: positional $N argument.

Part of the business-analytics plugin — 2 skills shipped together

Good fit Use it to select strategic, departmental, or operational metrics; design dashboard layouts; add real-time monitoring; and organize drill-down views.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/engineerwithai/engineerwith-agents/kpi-dashboard-design
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add EngineerWithAI/engineerwith-agents --skill kpi-dashboard-design
Clone the repo
git clone --depth 1 https://github.com/EngineerWithAI/engineerwith-agents

Made for: Claude Code.

Or install business-analytics, the plugin that ships this one along with the rest of its 2 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for kpi-dashboard-design

README.md
[![agentmods](https://agentmods.dev/badge/skills/engineerwithai/engineerwith-agents/kpi-dashboard-design.svg)](https://agentmods.dev/skills/engineerwithai/engineerwith-agents/kpi-dashboard-design)
Your own site
<a href="https://agentmods.dev/skills/engineerwithai/engineerwith-agents/kpi-dashboard-design"><img src="https://agentmods.dev/badge/skills/engineerwithai/engineerwith-agents/kpi-dashboard-design.svg" alt="Measured on agentmods" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,909 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 86% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00038 $0.03909
Opus 5 $0.00019 $0.01954
Sonnet 5 $0.00008 $0.00782
Haiku 4.5 $0.00004 $0.00391

Measured 8d ago against content hash b0bd7fb3297c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

kpi-dashboard-design scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

86% identical to kpi-dashboard-design — 25 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md · 427 lines

How it starts

The opening of the file, as written. The whole thing — 427 lines — stays where its author put it; the contents beside it link to each section on GitHub.

KPI Dashboard Design

Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions.

When to Use This Skill

  • Designing executive dashboards
  • Selecting meaningful KPIs
  • Building real-time monitoring displays
  • Creating department-specific metrics views
  • Improving existing dashboard layouts
  • Establishing metric governance

Core Concepts

1. KPI Framework

Level Focus Update Frequency Audience
Strategic Long-term goals Monthly/Quarterly Executives
Tactical Department goals Weekly/Monthly Managers
Operational Day-to-day Real-time/Daily Teams

2. SMART KPIs

Specific: Clear definition
Measurable: Quantifiable
Achievable: Realistic targets
Relevant: Aligned to goals
Time-bound: Defined period

3. Dashboard Hierarchy

├── Executive Summary (1 page)
│   ├── 4-6 headline KPIs
│   ├── Trend indicators
│   └── Key alerts
├── Department Views
│   ├── Sales Dashboard
│   ├── Marketing Dashboard
│   ├── Operations Dashboard
│   └── Finance Dashboard
└── Detailed Drilldowns
    ├── Individual metrics
    └── Root cause analysis

Common KPIs by Department

Sales KPIs

Revenue Metrics:
  - Monthly Recurring Revenue (MRR)
  - Annual Recurring Revenue (ARR)
  - Average Revenue Per User (ARPU)
  - Revenue Growth Rate

Pipeline Metrics:
  - Sales Pipeline Value
  - Win Rate
  - Average Deal Size
  - Sales Cycle Length

Activity Metrics:
  - Calls/Emails per Rep
  - Demos Scheduled
  - Proposals Sent
  - Close Rate

Marketing KPIs

Acquisition:
  - Cost Per Acquisition (CPA)
  - Customer Acquisition Cost (CAC)
  - Lead Volume
  - Marketing Qualified Leads (MQL)

Engagement:
  - Website Traffic
  - Conversion Rate
  - Email Open/Click Rate
  - Social Engagement

ROI:
  - Marketing ROI
  - Campaign Performance
  - Channel Attribution
  - CAC Payback Period

Read the full file on GitHub · 427 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 427 lines · 38 tokens per session scan A b0bd7fb3297c

Subscribe to this mod's changes

kpi-dashboard-design is a skill published in the GitHub repository EngineerWithAI/engineerwith-agents (4 stars, last pushed 8mo ago), licensed MIT. It adds 38 tokens to every session and 3,909 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 86% identical to kpi-dashboard-design, differing in 25 lines, and is treated as a copy.

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