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dashboard-critic

Evaluate dashboard architecture for metric clarity, layout effectiveness, and data integrity.

Updated Mar 5, 2026
Search Tags:#architecture#data visualization#analytics#dashboard#kpi#ux review
One-click install
npx skills add https://github.com/zivtech/joyus-desktop --skill dashboard-critic
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: dashboard-critic
Source: https://github.com/zivtech/joyus-desktop/tree/main/.claude/skills/dashboard-critic
Command: npx skills add https://github.com/zivtech/joyus-desktop --skill dashboard-critic

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the common issue of poorly structured dashboards that fail to communicate insights effectively, suffer from information overload, or lack logical drill-down paths.

Core Features & Use Cases

  • Multi-Perspective Review: Evaluates dashboards from the viewpoints of executives, analysts, and ops managers to ensure clarity and utility.
  • Severity-Rated Findings: Provides actionable feedback categorized by impact, including critical architectural flaws and accessibility improvements.
  • Use Case: Use this skill when you have a draft dashboard layout and need to ensure the KPI hierarchy and filter architecture are optimized for decision-making before final implementation.

Quick Start

Use the dashboard-critic skill to review the current dashboard architecture and provide a severity-rated critique.

Frequently Asked Questions about dashboard-critic

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I review my dashboard architecture for metric clarity and layout effectiveness?▼

To review dashboard architecture, evaluate the KPI hierarchy, filter architecture, and drill-down paths to ensure metrics are clear and layouts effectively communicate insights without information overload.

What is the best way to test dashboard usability across different user roles?▼

The best way to test dashboard usability across user roles is to conduct a multi-perspective review from the viewpoints of executives, analysts, and operations managers to ensure clarity and utility for diverse audiences.

How do I optimize KPI hierarchies and filter architectures for business intelligence interfaces?▼

Optimize KPI hierarchies and filter architectures in business intelligence interfaces by evaluating drill-down paths and metric clarity, ensuring structures are optimized for decision-making before final implementation.

Can I get a severity-rated critique of my draft dashboard layout before implementation?▼

Yes, you can critique a draft dashboard layout to receive severity-rated findings that provide actionable feedback categorized by impact, identifying critical architectural flaws and necessary accessibility improvements.

Does dashboard accessibility compliance require evaluating drill-down paths and information overload?▼

Yes, dashboard accessibility compliance requires evaluating drill-down paths and information overload to ensure logical navigation and satisfy multi-perspective usability testing requirements across diverse user roles.

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