investigative-eda

What problem does it solve?

This Skill turns open-ended exploratory data analysis into a disciplined investigation. It helps you make sense of unfamiliar tabular data, identify the strongest patterns, and avoid superficial chart dumps.

Core Features & Use Cases

• Iterative observe → theorize → alternatives → probe → refine workflow.
• Working-theory logging and resumable state for multi-turn investigations.
• Leakage, artifact, outlier, and segment-size guardrails before findings are promoted.
• Final report structure with confirmed findings, killed theories, methodology notes, and caveats. Use it for dataset profiling, target exploration, anomaly hunting, and hypothesis-driven EDA on business or research tables.

Quick Start

Use the investigative-eda skill to analyze the provided dataset by orienting the data first, then iterating on the strongest hypothesis and saving each probe’s results to the eda_output folder.