Why does the skill limit dashboards to only 10 metrics?

To ensure operational focus and clarity. Following the principle that if everything is measured, nothing is managed, the skill prioritizes the most impactful data points for decision-making.

What is required for every metric defined by the skill?

Every metric must have a clear formula, a data source, a named individual owner, and defined 'red' thresholds that trigger specific business actions.

Does this skill help with risk assessment?

This skill focuses on measuring and reporting metrics. For building a full risk register, it is recommended to use the dedicated risk-assessment auto-skill.

Can I integrate this with my existing business systems?

Yes, the skill is designed to work with MCP integrations for ERP, ITSM, compliance systems, and document stores to pull relevant performance data.

What is the difference between leading and lagging indicators in this skill?

Lagging indicators report what has already happened (e.g., total incidents), while leading indicators predict future performance (e.g., open SLA warnings), allowing teams to act proactively.

Operations Intelligence Metrics

Name: Operations Intelligence Metrics
Author: panaversity

bypanaversity

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分析と監視

Designs high-impact operational metrics frameworks and dashboards to drive data-driven decision-making and accountability.

The Metrics skill transforms raw operational data into actionable intelligence by guiding the creation of structured KPI frameworks, monthly reports, and performance dashboards. It enforces rigorous business standards such as balancing leading and lagging indicators, defining mandatory Red-Amber-Green (RAG) thresholds, and assigning accountability to specific owners. Designed for operational excellence, this skill prevents measurement fatigue by limiting dashboards to the ten most critical indicators, ensuring that every metric reported is tied directly to a business action or escalation trigger.

主な機能

01Standardized Metric Definition templates with formulas and data sources

02Structured Monthly Operational Report generation with headline statuses

03Mandatory RAG threshold definition with automated escalation triggers

04Balanced framework design using both leading and lagging indicators

0511 GitHub stars

06Executive Dashboard optimization (limited to 10 high-impact KPIs)

ユースケース

01Building an operational dashboard for change management and process error rates

02Designing a vendor management framework to track SLA compliance and renewal pipelines

03Generating professional monthly reports for COOs to highlight key issues and watch items

主な機能

01Standardized Metric Definition templates with formulas and data sources

02Structured Monthly Operational Report generation with headline statuses

03Mandatory RAG threshold definition with automated escalation triggers

04Balanced framework design using both leading and lagging indicators

0511 GitHub stars

06Executive Dashboard optimization (limited to 10 high-impact KPIs)

ユースケース

01Building an operational dashboard for change management and process error rates

02Designing a vendor management framework to track SLA compliance and renewal pipelines

03Generating professional monthly reports for COOs to highlight key issues and watch items