SKILL

kpi-dashboard-design

wshobsonListed

Primary machine endpoint

https://github.com/wshobson/agents/tree/a30778f8c4e6b0a87567941b7cca4f534bf642b6/plugins/business-analytics/skills/kpi-dashboard-design

Use with an agent

SUMMARY

What it does

This skill provides comprehensive patterns for designing effective KPI dashboards, covering metrics selection, visualization best practices, and real-time monitoring. It includes guidance on KPI frameworks (strategic, tactical, operational), SMART criteria, dashboard hierarchy, common KPIs by department, and troubleshooting common issues such as metric inconsistencies, misleading green indicators, flat retention cohorts, database performance, and alert fatigue. The skill is intended for use in building executive dashboards, operations centers, cohort retention views, and debugging dashboard discrepancies.

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

design.dashboardweight 100 · confidence 90analyze.metricsweight 80 · confidence 80generate.visualizationweight 70 · confidence 70troubleshoot.dashboardweight 60 · confidence 60

MACHINE-READABLE ENDPOINTS

How agents read it

REST JSONhttps://aiworkshub.io/api/v1/resources/RES_FA9D53468472Canonical source

https://raw.githubusercontent.com/wshobson/agents/a30778f8c4e6b0a87567941b7cca4f534bf642b6/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md

ACCESS

Access requirements

Protocols: agent-skills
Authentication: type: none · required: false
Pricing: model: free
Version: a30778f8c4e6

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.