How do I install the Data Transform Gen skill?

Run npx skillmds@latest add kbarbel640-del/data-transform-gen in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the Data Transform Gen skill do?

Generate ETL and data transformation scripts. Use when migrating data between systems. It is listed under Data & Analytics on SkillMD.

Is Data Transform Gen safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: executes scripts, makes network calls. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Data Transform Gen?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Data Transform Gen free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Data Transform Gen?

kbarbel640-del (@kbarbel640-del) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Data Transform Gen by kbarbel640-del

Name: Data Transform Gen
Rating: 4.5 (4 reviews)
Author: kbarbel640-del

File contents

Data Transform Generator

Moving data between databases or formats requires writing tedious transformation scripts. Describe your source and destination and get a complete ETL script.

One command. Zero config. Just works.

Quick Start

npx ai-data-transform "CSV to PostgreSQL"

What It Does

Generates complete data transformation scripts
Handles schema mapping between different formats
Supports databases, files, and APIs
Includes error handling and validation

Usage Examples

# File to database
npx ai-data-transform "CSV to PostgreSQL"

# API to database
npx ai-data-transform "JSON API to SQLite"

# Database to database
npx ai-data-transform "MongoDB to Elasticsearch"

# With transformations
npx ai-data-transform "Excel to MySQL, convert dates and normalize names"

Best Practices

Validate before loading - catch bad data early
Batch large datasets - don't load 1M rows at once
Log progress - know where you are if it fails
Test on sample data - verify transforms work before full run

When to Use This

Migrating to a new database
Loading data from external sources
Building ETL pipelines
One-time data imports

Part of the LXGIC Dev Toolkit

This is one of 110+ free developer tools built by LXGIC Studios. No paywalls, no sign-ups, no API keys on free tiers. Just tools that work.

Find more:

GitHub: https://github.com/LXGIC-Studios
Twitter: https://x.com/lxgicstudios
Substack: https://lxgicstudios.substack.com
Website: https://lxgicstudios.com

Requirements

No install needed. Just run with npx. Node.js 18+ recommended. Needs OPENAI_API_KEY environment variable.

npx ai-data-transform --help

How It Works

Takes your description of source and destination formats, then generates a Node.js script that handles reading, transforming, and writing data. The AI includes proper error handling and progress logging.

License

MIT. Free forever. Use it however you want.

---name: data-transform-gendescription: Generate ETL and data transformation scripts. Use when migrating data between systems.---# Data Transform GeneratorMoving data between databases or formats requires writing tedious transformation scripts. Describe your source and destination and get a complete ETL script.**One command. Zero config. Just works.**## Quick Start```bashnpx ai-data-transform "CSV to PostgreSQL"```## What It Does- Generates complete data transformation scripts- Handles schema mapping between different formats- Supports databases, files, and APIs- Includes error handling and validation## Usage Examples```bash# File to databasenpx ai-data-transform "CSV to PostgreSQL"# API to databasenpx ai-data-transform "JSON API to SQLite"# Database to databasenpx ai-data-transform "MongoDB to Elasticsearch"# With transformationsnpx ai-data-transform "Excel to MySQL, convert dates and normalize names"```## Best Practices- **Validate before loading** - catch bad data early- **Batch large datasets** - don't load 1M rows at once- **Log progress** - know where you are if it fails- **Test on sample data** - verify transforms work before full run## When to Use This- Migrating to a new database- Loading data from external sources- Building ETL pipelines- One-time data imports## Part of the LXGIC Dev ToolkitThis is one of 110+ free developer tools built by LXGIC Studios. No paywalls, no sign-ups, no API keys on free tiers. Just tools that work.**Find more:**- GitHub: https://github.com/LXGIC-Studios- Twitter: https://x.com/lxgicstudios- Substack: https://lxgicstudios.substack.com- Website: https://lxgicstudios.com## RequirementsNo install needed. Just run with npx. Node.js 18+ recommended. Needs OPENAI_API_KEY environment variable.```bashnpx ai-data-transform --help```## How It WorksTakes your description of source and destination formats, then generates a Node.js script that handles reading, transforming, and writing data. The AI includes proper error handling and progress logging.## LicenseMIT. Free forever. Use it however you want.

Frequently asked questions

Data Transform Gen