Explore scientific data without exposing raw rows.
Produces bounded, redacted exploratory reports on authorized local scientific data before modeling or confirmatory analysis.
When to use it
Use to inspect authorized local data before modeling or confirmatory inference.
Give it authorized local scientific files; it produces bounded aggregate analysis and a completed local report.
What you provide
Requires Python 3.11+ for the bundled core CLIs; the complete pinned optional snapshot requires Python 3.12+.
Enables optional NPY/NPZ inspection; the documented pin is 2.5.3 and requires Python 3.12+.
This skill
arXiv
Looks up the citation on arXiv
numpy
Installs NumPy for array inspection