query-writing

Translate natural language data questions into SQL queries and execute them.

Updated Mar 18, 2026
One-click install
npx skills add https://github.com/MrNeo01/deepagent --skill query-writing-mrneo01
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: query-writing
Source: https://github.com/MrNeo01/deepagent/tree/main/examples/text-to-sql-agent/skills/query-writing
Command: npx skills add https://github.com/MrNeo01/deepagent --skill query-writing-mrneo01

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Skill translates natural language data questions into correct SQL queries and executes them to retrieve results from databases, reducing manual SQL drafting and errors.

Core Features & Use Cases

  • Generate SQL for simple SELECTs, multi-table JOINs, and aggregations.
  • Validate syntax, JOIN conditions, and GROUP BY usage to ensure correct results.
  • Execute queries against a database connection and format results for reporting.

Quick Start

Translate a natural language request into a SQL query and run it against your database.

Frequently Asked Questions about query-writing

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

FAQPage Schema
How do I translate natural language questions into SQL queries?

To translate natural language into SQL, this Skill accepts plain text data questions and automatically generates SQL queries. It supports JOINs, filtering, sorting, and aggregations, then executes the query to return results.

Can I generate SQL for multi-table JOINs and aggregations from plain text?

Yes, you can generate SQL for multi-table JOINs and aggregations from plain text. The Skill converts your natural language request into SQL, validating JOIN conditions and GROUP BY usage to ensure correct results.

Does the natural language to SQL query generation process include safety validation?

Yes, the natural language to SQL query generation process includes safety validation. The Skill emphasizes safety and validation to prevent harmful queries, checking syntax and JOIN conditions before execution against your database.

What's the best way to run data analysis queries without writing SQL manually?

The best way to run data analysis queries without manual SQL is using a natural language interface. This Skill translates your data questions into SQL, executes them against a database, and formats the results for reporting.

Why does my generated SQL query fail validation during execution?

Generated SQL queries fail validation due to syntax errors, invalid JOIN conditions, or incorrect GROUP BY usage. The Skill validates these elements during query generation to ensure correct results and prevent harmful database operations.