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.