Data Analysis Skill

Analyze structured data files (CSV, JSON) and produce clear, actionable reports.

When to Use

• User asks to "summarize", "analyze", or "describe" a data file
• User wants statistics: row counts, column types, means, medians, distributions
• User needs to find anomalies or outliers in numeric data
• User requests a formatted report or table from raw data

When NOT to Use

• Unstructured text files (use a text-processing skill instead)
• Database queries (use a database skill)
• Image or binary file analysis
• Real-time or streaming data

Workflow