query-writing

Write and execute SQL queries for relational database analysis.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/AP3X-Dev/AGENT --skill query-writing-ap3x-dev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: query-writing
Source: https://github.com/AP3X-Dev/AGENT/tree/main/vendor/deepagents/examples/text-to-sql-agent/skills/query-writing
Command: npx skills add https://github.com/AP3X-Dev/AGENT --skill query-writing-ap3x-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps users translate business questions into executable SQL queries to retrieve data from relational databases.

Core Features & Use Cases

  • Build and execute SQL queries to extract insights, perform joins, and generate reports.
  • Plan and validate queries against table schemas, identify join keys, and apply aggregations.
  • Use cases include revenue analysis, customer segmentation, and operational data reporting.

Quick Start

Example: Revenue by Country SELECT c.Country, ROUND(SUM(i.Total), 2) as TotalRevenue FROM Invoice i INNER JOIN Customer c ON i.CustomerId = c.CustomerId GROUP BY c.Country ORDER BY TotalRevenue DESC LIMIT 5;

Frequently Asked Questions about query-writing

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

FAQPage Schema
How do I write SQL queries to analyze data from a relational database?

You write SQL queries by inspecting table schemas, planning join keys, and constructing safe statements using SELECT, FROM, JOIN, WHERE, GROUP BY, ORDER BY, and LIMIT clauses to retrieve and aggregate data.

What is the best way to join multiple tables for SQL data analysis?

The best way to join tables for SQL data analysis is to inspect schemas first to identify join keys, then construct queries applying multi-table joins and aggregations to extract insights and generate operational reports.

Can I use SQL aggregations for revenue analysis and customer segmentation?

Yes, you can use SQL aggregations for revenue analysis and customer segmentation by applying GROUP BY clauses and aggregation functions to retrieve and summarize relational database records.

Does this SQL query generation support data-modifying statements like INSERT or UPDATE?

No, this SQL query generation does not support data-modifying statements. It focuses strictly on safe query construction for data retrieval, applying guidance for schema inspection, join planning, and reporting aggregations.

How do I validate SQL queries against table schemas before execution?

You validate SQL queries against table schemas by inspecting the relational database structure, identifying accurate join keys, and planning safe query construction to ensure SELECT, JOIN, and aggregation logic aligns with the schema.