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Data transformer

Skill inbharatai/claude-skills/skills/data-transformer

Transform and reshape data — pivot, melt, aggregate, join, and apply complex business rules to datasets.From its SKILL.md

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npx -y skills add inbharatai/claude-skills --skill data-transformer

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SKILL.md

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Data Transformer

Overview

Transform and reshape data — pivot, melt, aggregate, join, and apply complex business rules to datasets.

When to Use This Skill

Use Data Transformer when you need to:

  • Work with data transformer tasks in your project or workflow
  • Automate data transformer operations at scale
  • Generate production-quality data transformer output quickly

Instructions

When this skill is active, Claude will:

  1. Understand the full context of your data transformer request
  2. Apply best practices and conventions for Data & Analytics
  3. Produce clean, well-structured, production-ready output
  4. Explain key decisions and offer alternatives where relevant

Examples

Example 1 — Basic Usage

User: Help me get started with data transformer.

Claude: I'll walk you through the essential steps for data transformer in your context...

Example 2 — Advanced Usage

User: I need a production-ready data transformer setup with full error handling.

Claude: Here's a complete, production-hardened data transformer implementation...

Guidelines

  • Always validate inputs before processing
  • Follow the conventions of the target platform or language
  • Prefer explicit over implicit — clarity beats cleverness
  • Include comments for non-obvious logic
  • Suggest tests or validation steps where appropriate

Dependencies

Required: python, pandas, spark

Platforms

Available on: claude.ai, claude-code, api


Part of the claude-skills collection — 183+ skills for Claude.

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