data-structure-checker
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.
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
View all platforms →skilz install aws-samples/sample-deep-insight/data-structure-checkerskilz install aws-samples/sample-deep-insight/data-structure-checker --agent opencodeskilz install aws-samples/sample-deep-insight/data-structure-checker --agent codexskilz install aws-samples/sample-deep-insight/data-structure-checker --agent geminiFirst time? Install Skilz: pip install skilz
Works with 22+ AI coding assistants
Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...
Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/aws-samples/sample-deep-insightcp -r sample-deep-insight/self-hosted/skills/data-structure-checker ~/.claude/skills/Need detailed installation help? Check our platform-specific guides:
Related Agentic Skills
hypothesis-generation
by jimmc414
"Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechan...
excel-auditor
by leegonzales
Analyze unknown or inherited Excel files to understand what they do, document their purpose, audit formulas for errors, and assess maintainability ...
working-with-spreadsheets
by mjunaidca
Creates and edits Excel spreadsheets with formulas, formatting, and financial modeling standards.Use when working with .xlsx files, financial model...
julien-mcp-excel
by theflysurfer
Install Excel MCP server via uvx. Use when user needs Excel file manipulation capabilities.
Agentic Skill Details
- Owner
- aws-samples (GitHub)
- Repository
- sample-deep-insight
- Stars
- 16
- Forks
- 2
- Type
- Non-Technical
- Meta-Domain
- productivity
- Primary Domain
- excel
- Market Score
- 22
Browse Category
More productivity Agentic SkillsReport Security Issue
Found a security vulnerability in this agent skill?
Report Security Issue
Thank you for helping keep SkillzWave secure. We'll review your report and take appropriate action.
Note: For critical security issues that require immediate attention, please also email security@skillzwave.ai directly.