skills.rest
aws-samplesaws-samplesOfficial·2 Agent Skills Included

sample-deep-insight

Automated data analysis, verified reports, and SQL chat

Turns raw CSV and spreadsheet uploads into verified analysis reports with charts, citations, and editable Word documents. Cleans messy data files automatically by fixing broken headers, encoding issues, and wrong data types. Answers follow-up questions through natural-language SQL chat and validates every cited number to block hallucinated figures.
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npx skills add aws-samples/sample-deep-insight --all -g -y

All Skills in This Repository (2)

Pure Emerald Level Indicators
📦 In Repo
aws-samplesaws-samples

readme-generator

Generate README.md files with architecture diagrams and quick-start guidance.

Official
Intermediate
📦 In Repo
aws-samplesaws-samples

data-structure-checker

Detects and fixes common tabular file issues, returning a clean DataFrame for analysis.

Official
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install Deep Insight?▼

Run `npx skills add aws-samples/sample-deep-insight --all -g -y` in your terminal to install all skills in this suite globally.

How to generate reports from CSV data automatically?▼

Upload your CSV file and describe the analysis you want in plain language. The system plans the work, runs the calculations, and delivers an editable Word report with charts and verified citations.

How to fix messy Excel or CSV files automatically?▼

The data-structure-checker skill reads any Excel, CSV, or Parquet file and auto-fixes multi-level headers, encoding problems, empty rows, and wrong data types with zero manual cleanup.

Can I ask questions about my data in plain English?▼

Yes. The built-in Data Q&A feature converts your natural-language questions into SQL queries and runs them directly on your uploaded data, with an inline editor to inspect the generated SQL.

Does Deep Insight keep my data private?▼

Yes. All processing runs inside your own AWS environment, so your data never leaves your account or touches the public internet.

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