Skills kpi-dashboard-design

📦

kpi-dashboard-design

Name: kpi-dashboard-design
Author: wshobson

Content revision r1 Safe ⚙️ External commands🌐 Network access

Design KPI Dashboards That Guide Decisions

Teams often choose too many metrics or unclear layouts. This skill helps Claude, Codex, and Claude Code create focused KPI dashboards with metric guidance and layout patterns.

Supports: Claude Codex Code(CC)

🥉 79 Bronze

Install with my Agent

Copy this request to your Agent. It includes the canonical Skill page and manifest.

Agent request

Review the Skillstore skill "kpi-dashboard-design" from https://skillstore.io/skills/wshobson-kpi-dashboard-design.md and its manifest at https://skillstore.io/api/skills/wshobson-kpi-dashboard-design/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

Your Agent should still show its plan and request any confirmation required by the security policy.

Agent-readable resources

Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.

Markdown detail GET /skills/wshobson-kpi-dashboard-design.md Signed manifest GET /api/skills/wshobson-kpi-dashboard-design/manifest Signed lockfile GET /api/skills/wshobson-kpi-dashboard-design/lockfile

Test it

Using "kpi-dashboard-design". Design a sales dashboard for a regional revenue team.

Expected outcome:

A dashboard outline with revenue, pipeline value, win rate, average deal size, and sales cycle length.
A layout that places headline KPIs first, followed by trend charts, pipeline views, and alerts.
Guidance for weekly manager review and monthly executive reporting.

Using "kpi-dashboard-design". Improve a product analytics dashboard that has too many charts.

Expected outcome:

A reduced KPI set focused on active users, feature adoption, retention, satisfaction, and issue resolution.
Recommendations to remove vanity metrics and add trend context, targets, and drilldown paths.
A revised structure for product leadership and team-level investigation.

Using "kpi-dashboard-design". Plan a Streamlit prototype for an executive KPI dashboard.

Expected outcome:

A prototype plan with date filters, KPI cards, trend charts, cohort retention, and alert sections.
Implementation notes for using Streamlit layout columns and Plotly charts.
Warnings to adapt sample data and calculations to real business definitions.

Security Audit

Safe

v8 • 7/7/2026 Open versioned report

The static command findings are false positives from Markdown code fences and illustrative SQL or Python examples in SKILL.md. The URL findings are resource links, and the blocker findings are SQL aliases or column references, with no prompt injection or malicious intent found.

Files scanned

427

Lines analyzed

Review items

False positives ignored

Risk Factors

No confirmed security findings were detected by the latest completed static and semantic audit. This does not prove the skill has no side effects.

Audited by: codex View Audit History →

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Open versioned report

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Academic citations (APA · BibTeX · CFF)

APA citation

wshobson. (2026). kpi-dashboard-design security audit report (audit version 8) [Author version unspecified]. Skillstore. https://skillstore.io/skills/wshobson-kpi-dashboard-design/audits/8

BibTeX citation

@techreport{wshobson-wshobson-kpi-dashboard-design-2026,
  author = {wshobson},
  title = {kpi-dashboard-design security audit report (audit version 8)},
  institution = {Skillstore},
  year = {2026},
  number = {8},
  url = {https://skillstore.io/skills/wshobson-kpi-dashboard-design/audits/8},
  note = {Author version unspecified}
}

CITATION.cff

cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "kpi-dashboard-design security audit report (audit version 8)"
version: "unspecified"
type: report
authors:
  - name: "wshobson"
date-released: "2026-07-07"
url: "https://skillstore.io/skills/wshobson-kpi-dashboard-design/audits/8"
identifiers:
  - type: other
    value: "skillstore:wshobson-kpi-dashboard-design:audit:8"
    description: "Skillstore immutable audit report identifier"

Compare variants

2 installable variants

Each author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.

Why this variant is first

Highest Skillstore Score

Author / source Skillstore Score Evidence Confidence Skillstore usage Updated

wshobson Recommended Current

wshobson-kpi-dashboard-design

Skillstore Score 79

Evidence Confidence High

Skillstore usage 17

Updated

2026-08-21

sickn33

sickn33-kpi-dashboard-design

Skillstore Score 78

Evidence Confidence High

Skillstore usage 14

Updated

2026-08-21

Skillstore Score

Why this score Evidence Confidence: High

Architecture

Maintainability

Content

Community

Spec Compliance

What You Can Build

Build an executive KPI dashboard

Create a one-page dashboard with headline metrics, trends, targets, and alerts.

Plan a department analytics view

Choose practical KPIs for sales, marketing, product, finance, or operations teams.

Prototype a dashboard implementation

Convert dashboard requirements into layout guidance and implementation notes for Streamlit or Plotly.

Try These Prompts

Create a first KPI dashboard

Design a KPI dashboard for a [team or department]. Include 5 to 7 KPIs, layout sections, update frequency, and alert rules.

Improve an existing dashboard

Review this dashboard outline: [paste outline]. Recommend better KPI grouping, clearer visualizations, and metrics to remove.

Define SaaS metrics and calculations

Design a SaaS metrics dashboard for [business model]. Include MRR, ARR, churn, retention, CAC, LTV, and calculation notes.

Design an operational monitoring view

Create a real-time operations dashboard for [service]. Include health signals, thresholds, alert severity, drilldowns, and incident review needs.

Best Practices

Limit each dashboard to the few KPIs that directly support decisions.
Show context with targets, trends, comparisons, and documented calculation methods.
Match update frequency to the decision cycle for each audience.

Avoid

Do not fill dashboards with vanity metrics that do not change decisions.
Do not overcrowd layouts with charts that compete for attention.
Do not publish KPI dashboards without agreed definitions and data owners.

Frequently Asked Questions

Can this skill choose KPIs for different departments?

Yes. It includes KPI examples for sales, marketing, product, finance, and operations.

Does it generate production-ready dashboard code?

No. It provides implementation patterns and examples that need adaptation before production use.

Can it help with executive dashboards?

Yes. It emphasizes headline KPIs, trends, alerts, and one-page executive summaries.

Does it support real-time monitoring design?

Yes. It includes guidance for service health, request throughput, error rates, and recent alerts.

Can it define metric calculations?

It can outline calculation patterns for common metrics, but final definitions need business validation.

Is this skill useful with Claude Code and Codex?

Yes. It can guide Claude, Codex, and Claude Code when planning dashboard layouts or prototypes.

Developer Details

Author

wshobson

License

MIT

Skillstore revision

Version notice

The author did not declare a version.

Repository

https://github.com/wshobson/agents/tree/main/plugins/business-analytics/skills/kpi-dashboard-design

Ref

36e07d5e13068e5be64447e8f20b427cf2cbd21a

Maintenance freshness

7/20/2026

Usage

12 downloads · 255 views

File structure

📄 SKILL.md