← All skills

exploratory-data-analysis

82 / 100 · Low risk

Fine to try.

By K-Dense-AI/claude-scientific-skills (GitHub) · data · 56,698 stars · scanned at commit 2d2065f

Performs bounded, local exploratory analysis of explicitly supported scientific files. Supports 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.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'exploratory-data-analysis' ] || [ -L ~/.agents/skills/'exploratory-data-analysis' ]; then echo 'A skill folder named exploratory-data-analysis already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/K-Dense-AI/claude-scientific-skills' "$d" && git -C "$d" checkout --quiet '2d2065fb4520fa3f3f2bcf61cff26ec8b7eba4b5' -- 'skills/exploratory-data-analysis' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/exploratory-data-analysis' ~/.agents/skills/'exploratory-data-analysis' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'exploratory-data-analysis' ~/.claude/skills/'exploratory-data-analysis' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for K-Dense-AI/claude-scientific-skills shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/K-Dense-AI/claude-scientific-skills.svg)](https://zalavijaysinh.github.io/skilltrust/repos/K-Dense-AI/claude-scientific-skills/)

Score history

Also found in

Identical copies of this skill exist at:

• K-Dense-AI/scientific-agent-skills/skills/exploratory-data-analysis