analytics

Analyze dashboards, metrics, and BI artifacts for clarity and accuracy.

1|Updated Mar 6, 2026
One-click install
npx skills add https://github.com/davekim917/bootstrap --skill analytics-davekim917
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analytics
Source: https://github.com/davekim917/bootstrap/tree/main/plugins/domain/skills/analytics
Command: npx skills add https://github.com/davekim917/bootstrap --skill analytics-davekim917

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analytics practice patterns provide domain-specific guidance to standardize dashboards, reports, metrics definitions, and data visualizations, reducing ambiguity and enabling consistent decision-making across teams.

Core Features & Use Cases

  • Patterns and checklists for SQL queries, metric definitions, dashboards, and data visualizations
  • Templates and guidelines for analytics reviews, stakeholder communication, and self-service analytics
  • Use Case: define KPI definitions, perform ad-hoc analyses, and design dashboards across Looker, Tableau, Metabase, and SQL-based workflows

Quick Start

Create a starter analytics blueprint to define a quarterly product performance dashboard

Frequently Asked Questions about analytics

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

FAQPage Schema
How do I standardize KPI definitions and dashboard structures across BI tools?

To standardize KPI definitions and dashboard structures, apply analytics review patterns that enforce metric clarity and visualization guidelines across Looker, Tableau, Metabase, and SQL workflows, reducing ambiguity and enabling consistent decision-making.

What is the best way to review SQL queries and metric definitions for accurate reporting?

Reviewing SQL queries and metric definitions involves applying quality check templates and checklists to validate metric accuracy, ensuring reliable data visualization and stakeholder reporting.

Does this approach work with SQL-based workflows in Looker and Tableau?

Yes, this approach works with SQL-based workflows in Looker and Tableau by providing domain-specific guidance for dashboard design, metric definitions, and ad-hoc analysis within those environments.

How do I create a starter blueprint for a quarterly product performance dashboard?

Create a quarterly product performance dashboard blueprint by using provided templates to define KPIs, structure visualizations, and establish guidelines for stakeholder communication and self-service analytics.

When do I need to use analytics review templates for stakeholder communication?

You need analytics review templates for stakeholder communication when standardizing reports, defining KPIs, or conducting ad-hoc analyses to ensure clarity and eliminate data ambiguity across teams.