sql-to-business-logic

Translate SQL queries into plain-language business logic narratives.

351|70|Updated Jan 11, 2026

Search Tags:#documentation #communication #sql #data-analysis #business-logic #stakeholders #explainer

Ready to run

npx skills add https://github.com/nimrodfisher/data-analytics-skills --skill sql-to-business-logic

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: sql-to-business-logic
Source: https://github.com/nimrodfisher/data-analytics-skills/tree/main/02-documentation-knowledge/sql-to-business-logic
Command: npx skills add https://github.com/nimrodfisher/data-analytics-skills --skill sql-to-business-logic

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Translates SQL queries into plain-language business logic to help non-technical stakeholders understand data analyses, support documentation, and enable effective code reviews.

Core Features & Use Cases

Translate SELECT clauses, GROUP BY, and aggregations into clear, business-friendly explanations.
Generate narrative summaries and check for alignment with business questions and rules.
Use for analyst handoffs, executive dashboards, and review of analytic queries.

Quick Start

Provide a SQL query and ask for a plain-language explanation suitable for business audiences.

Frequently Asked Questions about sql-to-business-logic

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

FAQPage Schema

How do I explain SQL queries to non-technical stakeholders?▼

To explain SQL queries to non-technical stakeholders, you translate SELECT clauses, GROUP BY, and aggregations into a human-readable narrative. This plain-language business logic helps audiences validate data analyses and review results.

What is the best way to document SQL data analysis for business reviews?▼

Documenting SQL data analysis for business reviews involves generating a structured narrative and summary from the query. This preserves core query semantics while producing human-readable guidance suitable for inclusion in documentation and analyst handoffs.

Can I generate a plain-language summary from SQL without providing schema information?▼

Yes, you can generate a plain-language summary from SQL without schema information, though providing optional schema details improves translation accuracy. The output remains a human-readable narrative suitable for executive dashboards and code reviews.

Does translating complex SQL to business logic support edge-case notes?▼

Translating complex SQL to business logic does support edge-case notes alongside the structured guidance. It checks for alignment with business questions and rules while preserving core query semantics in the final human-readable narrative.

When do I need to translate SQL into plain business language?▼

You need to translate SQL into plain business language when documenting analyses, supporting code reviews, or explaining results to business audiences. It is particularly useful for analyst handoffs, executive dashboards, and validating analytic query logic.