data-structure-checker

Name: data-structure-checker
Rating: 1.1 (1 reviews)
Author: aws-samples

22.8

This skill should be used when reading any tabular data file (Excel, CSV, Parquet, ODS). It automatically detects and fixes common data issues including multi-level headers, encoding problems, empty rows/columns, and data type mismatches. Returns a clean DataFrame ready for analysis with zero user intervention.

Also in: data analysis video

Third-Party Agent Skill: Review the code before installing. Agent skills execute in your AI assistant's environment and can access your files. Learn more about security

Installation for Agentic Skill

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Claude Code (CLI) Fast

skilz install aws-samples/sample-deep-insight/data-structure-checker

OpenCode (CLI) Fast

skilz install aws-samples/sample-deep-insight/data-structure-checker --agent opencode

OpenAI Codex (CLI) Native

skilz install aws-samples/sample-deep-insight/data-structure-checker --agent codex

Gemini CLI (Project) Project

skilz install aws-samples/sample-deep-insight/data-structure-checker --agent gemini

First time? Install Skilz: pip install skilz

Works with 22+ AI coding agents

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For Claude Desktop Easy

Download Agent Skill ZIP

Extract and copy to ~/.claude/skills/ then restart Claude Desktop

Manual Installation

1. Clone the repository:

git clone https://github.com/aws-samples/sample-deep-insight

2. Copy the agent skill directory:

cp -r sample-deep-insight/self-hosted/skills/data-structure-checker ~/.claude/skills/

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Need detailed installation help? Check our platform-specific guides:

Claude Desktop Guide Claude Code Guide Troubleshooting

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Marketplace

Agentic Skill Details

Owner: aws-samples (GitHub)
Repository: sample-deep-insight
Type: Non-Technical
Meta-Domain: productivity
Primary Domain: excel
Market Score: 22.8

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