skill-system-eda

What problem does it solve?

Profile and validate tabular datasets end-to-end by generating deterministic profiles and human-readable reports, with optional memory writeback to a dedicated memory store.

Core Features & Use Cases

• Deterministic profiling of CSV/Parquet datasets using Polars with lazy scanning for large files.
• Generation of machine-readable profile.yaml and human-readable report.md, plus optional memory writeback integration for traceability.
• Use cases include profiling new datasets, checking data quality, drift detection, anomaly analysis, and saving/validating data contracts.

Quick Start

Run profile-dataset on a CSV file to generate profile.yaml and report.md.