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semantic-model-builder

Generate structured semantic documentation for analytics assets.

351|70|Updated Jan 11, 2026
Search Tags:#documentation#metrics#semantic#data-model#ai-assisted#data-dictionary
One-click install
npx skills add https://github.com/nimrodfisher/data-analytics-skills --skill semantic-model-builder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: semantic-model-builder
Source: https://github.com/nimrodfisher/data-analytics-skills/tree/main/02-documentation-knowledge/semantic-model-builder
Command: npx skills add https://github.com/nimrodfisher/data-analytics-skills --skill semantic-model-builder

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Create comprehensive semantic documentation for analytics assets, ensuring consistent definitions and relationships across metrics, models, and data dictionaries.

Core Features & Use Cases

  • Document data models, metrics, and business concepts with structured definitions
  • Capture calculations, data sources, and relationships to enable AI-assisted analysis
  • Use case: Build a central semantic model for a data warehouse to improve governance and onboarding

Quick Start

Provide the object to document (a metric, data model, or business concept) and I will generate structured semantic documentation including definitions, calculations, and data sources.

Frequently Asked Questions about semantic-model-builder

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

FAQPage Schema
How do I create semantic documentation for data warehouse metrics?▼

To create semantic documentation for data warehouse metrics, provide the metric object to this tool to generate structured definitions, calculations, and data source mappings.

What is the best way to document data models for AI-assisted analysis?▼

Documenting data models for AI-assisted analysis requires capturing definitions, calculations, and relationships in a structured format to ensure consistent semantic clarity across business concepts.

Can I use this to build a central data dictionary for business metrics?▼

Yes, you can build a central data dictionary for business metrics by supplying your analytics assets to generate comprehensive semantic definitions and relationship mappings.

Does this tool generate SQL calculations for documented metrics?▼

Yes, generating semantic documentation includes producing calculations using SQL or formulas alongside definitions and data source mappings for the provided analytics assets.

What do I need to provide to document a business concept?▼

To document a business concept, you need to provide the target object such as a metric or data model, and the tool will output structured definitions, calculations, and source mappings.

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