Exploratory Data Analysis

You hand this a scientific data file and it figures out what you've got. It knows over 200 file formats across chemistry, bioinformatics, microscopy, spectroscopy, and proteomics. Point it at a PDB, FASTQ, CZI, or mzML file and it'll auto-detect the format, pull format-specific metadata, run quality checks, and generate a markdown report with statistical summaries and recommendations for what to do next. The skill includes reference docs for each format category that tell you how to read the files and what analyses make sense. It's practical when you inherit a dataset and need to understand what you're working with before diving into real analysis.

Install to Claude Code

npx -y skills add k-dense-ai/scientific-agent-skills --skill exploratory-data-analysis --agent claude-code