exploratory-data-analysis
Perform bounded, local exploratory analysis of explicitly supported scientific files. Use for redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, FASTA/FASTQ, and basic image metadata inspection; missingness/leakage audits; outlier and transformation sensitivity; and rigorous EDA report scaffolds. Other domain formats are reference-only and unknown formats fail closed.
- Version
- 1.2
- License
- MIT
- Compatibility
- Bundled core CLIs require Python 3.11+ and are local/network-free; the complete pinned optional snapshot requires Python 3.12+, uv, and format-specific libraries listed below.
Pinned to revision 70a605012eee, so it is the text this page describes rather than whatever the author pushed since.
Pre-approved tools experimental
Experimental field. Support varies between clients, so this list is what the author declared, not what your client will enforce.
- Read
- Write
- Edit
- Bash
- Glob
Files
- skills/exploratory-data-analysis/SKILL.md
- skills/exploratory-data-analysis/assets/report_template.md
- skills/exploratory-data-analysis/references/bioinformatics_genomics_formats.md
- skills/exploratory-data-analysis/references/chemistry_molecular_formats.md
- skills/exploratory-data-analysis/references/general_scientific_formats.md
- skills/exploratory-data-analysis/references/microscopy_imaging_formats.md
- skills/exploratory-data-analysis/references/proteomics_metabolomics_formats.md
- skills/exploratory-data-analysis/references/spectroscopy_analytical_formats.md
- skills/exploratory-data-analysis/scripts/__init__.py
- skills/exploratory-data-analysis/scripts/_capabilities.py
- skills/exploratory-data-analysis/scripts/_common.py
- skills/exploratory-data-analysis/scripts/_structured.py
- skills/exploratory-data-analysis/scripts/_tabular.py
- skills/exploratory-data-analysis/scripts/capability_manifest.py
- skills/exploratory-data-analysis/scripts/distribution_sensitivity.py
- skills/exploratory-data-analysis/scripts/eda_analyzer.py
- skills/exploratory-data-analysis/scripts/image_inspector.py
- skills/exploratory-data-analysis/scripts/missingness_leakage_audit.py
- skills/exploratory-data-analysis/scripts/report_scaffold.py
- skills/exploratory-data-analysis/scripts/sequence_inspector.py
- skills/exploratory-data-analysis/scripts/tabular_profile.py
Every link opens the file at its source, pinned to the revision this page describes.