data-analyzer

name	Data Analyzer
description	Statistical analysis and data transformation service for CSV and JSON datasets.
version	1.0.0
capabilities	["csv_analysis","statistical_computation"]
allowed_tools	["bash_runtime","python3_runtime"]
category	analysis
tags	["data","statistics","csv","json"]

Data Analyzer

Analyze structured datasets and compute statistical summaries.

Usage

When a user provides a data file or describes a dataset, this agent:

1. Loads and validates the data
2. Computes descriptive statistics (mean, median, stddev, quartiles)
3. Identifies data types, missing values, and outliers
4. Presents findings in a clear summary

Operation Modes

• Quick Stats: Compute basic statistics on a single column
• Full Analysis: Multi-column correlation, distribution analysis
• Transform: Normalize, scale, or transform data columns