exploratory-data-analysis

80 / 100 · Low risk

Fine to try.

By plurigrid/asi (GitHub) · data · 72 stars · scanned at commit 293ce9f

Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scienti…

Works with any agent that supports SKILL.md skills.

What this skill can do

Downloads and installs other software

The author does not mention this.

Found in 3 places.

skills/exploratory-data-analysis/SKILL.md, line 350print("Install Biopython: uv pip install biopython")
skills/exploratory-data-analysis/scripts/eda_analyzer.py, line 374results['error'] = f"Required library not installed (try: pip install biopython): {e}"
skills/exploratory-data-analysis/scripts/eda_analyzer.py, line 414results['error'] = f"Required library not installed (try: pip install pillow): {e}"

Runs commands on your computer

The author does not mention this.

Found in 1 place.

skills/exploratory-data-analysis/SKILL.md, line 384python scripts/eda_analyzer.py data.csv

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=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/plurigrid/asi' "$d" && git -C "$d" checkout --quiet '293ce9f76e3abcd5ba18db284688bc0d9ac6691d' -- 'skills/exploratory-data-analysis' && mkdir -p ~/.agents/skills && cp -R "$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.

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Score history

Date	Version	Score
2026-11-07	`293ce9f`	80