profile
Installation
SKILL.md
10x Analyst — Data Profiler
Profile any CSV, Excel, or JSON dataset to understand its structure, quality, and statistics before analysis.
Overview
Quickly assess data files without running the full pipeline. Reads from input/<dataset>/, produces a data-profile.md in output/<dataset>/ with row/column counts, data types, missing values, duplicates, basic statistics, and a quality score.
When to Use
- User wants to understand a dataset before committing to full analysis
- User asks "what's in this file", "how clean is this data", "describe this dataset"
- First step before running
:analyzeor:clean
Path Resolution
Parse $ARGUMENTS to get the dataset name (e.g., shopify-data).
- Input:
input/<dataset-name>/ - Output:
output/<dataset-name>/