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.
npx skills add is-bo/fullstack-forge-skill --skill kpi-dashboard-designgit clone --depth 1 https://github.com/is-bo/fullstack-forge-skillWrote 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.
[](https://agentmods.dev/skills/is-bo/fullstack-forge-skill/kpi-dashboard-design)<a href="https://agentmods.dev/skills/is-bo/fullstack-forge-skill/kpi-dashboard-design"><img src="https://agentmods.dev/badge/skills/is-bo/fullstack-forge-skill/kpi-dashboard-design.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00085 | $0.01208 |
| Opus 5 | $0.00043 | $0.00604 |
| Sonnet 5 | $0.00017 | $0.00242 |
| Haiku 4.5 | $0.00009 | $0.00121 |
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 3d 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.
This is a copy
100% identical to kpi-dashboard-design — 0 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.
How it starts
The opening of the file, as written. The whole thing — 148 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
Detailed worked examples and patterns
Detailed sections (starting with ## Common KPIs by Department) live in references/details.md. Read that file when the navigation summary above is insufficient.
Best Practices
Do's
- Limit to 5-7 KPIs - Focus on what matters
- Show context - Comparisons, trends, targets
- Use consistent colors - Red=bad, green=good
- Enable drilldown - From summary to detail
- Update appropriately - Match metric frequency
Don'ts
- Don't show vanity metrics - Focus on actionable data
- Don't overcrowd - White space aids comprehension
- Don't use 3D charts - They distort perception
- Don't hide methodology - Document calculations
- Don't ignore mobile - Ensure responsive design
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 3d ago First seen · 148 lines · 85 tokens per session scan A cf913b10f556
kpi-dashboard-design is a skill published in the GitHub repository is-bo/fullstack-forge-skill (2 stars, last pushed yesterday), licensed Apache-2.0. It adds 85 tokens to every session and 1,208 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to kpi-dashboard-design, differing in 0 lines, and is treated as a copy.
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