datavis

80 / 100 · Low risk

Fine to try.

By lamm-mit/scienceclaw (GitHub) · other · 251 stars · scanned at commit 894598c

Create scientific plots and visualizations using matplotlib and seaborn

Works with any agent that supports SKILL.md skills.

What this skill can do

Runs commands on your computer

The author does not mention this.

Found in 11 places.

skills/datavis/SKILL.md, line 25python3 {baseDir}/scripts/plot_data.py line --data data.csv --x time --y value --output plot.png
skills/datavis/SKILL.md, line 30python3 {baseDir}/scripts/plot_data.py scatter --data data.csv --x x_col --y y_col --hue group
skills/datavis/SKILL.md, line 35python3 {baseDir}/scripts/plot_data.py heatmap --data matrix.csv --output heatmap.png

Show 8 more

skills/datavis/SKILL.md, line 40python3 {baseDir}/scripts/plot_data.py bar --data data.csv --x category --y value
skills/datavis/SKILL.md, line 45python3 {baseDir}/scripts/plot_data.py line --json '{"x": [1,2,3], "y": [4,5,6]}'
skills/datavis/SKILL.md, line 150python3 {baseDir}/scripts/plot_data.py line --data timeseries.csv --x date --y "temp,humidity" --title "Weather Data" --output weather.png
skills/datavis/SKILL.md, line 155python3 {baseDir}/scripts/plot_data.py scatter --data experiment.csv --x dose --y response --hue treatment --title "Dose Response" --output dose_response.png
skills/datavis/SKILL.md, line 160python3 {baseDir}/scripts/plot_data.py heatmap --data expression.csv --cluster --cmap RdBu_r --title "Gene Expression" --output heatmap.svg --format svg
skills/datavis/SKILL.md, line 165python3 {baseDir}/scripts/plot_data.py box --data measurements.csv --x condition --y value --hue treatment --title "Treatment Effects"
skills/datavis/SKILL.md, line 170python3 {baseDir}/scripts/plot_data.py histogram --data samples.csv --x measurement --bins 30 --kde --title "Distribution"
skills/datavis/SKILL.md, line 175python3 {baseDir}/scripts/plot_data.py scatter --data results.csv --x x --y y --figsize 8,6 --dpi 300 --format svg --style white --output figure1.svg

Downloads and installs other software

The author does not mention this.

Found in 1 place.

skills/datavis/scripts/plot_data.py, line 23print(f"Error: Required packages missing. Install with: pip install matplotlib seaborn pandas numpy")

Install

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

if [ -e ~/.agents/skills/'datavis' ] || [ -L ~/.agents/skills/'datavis' ]; then echo 'A skill folder named datavis already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/lamm-mit/scienceclaw' "$d" && git -C "$d" checkout --quiet '894598cd3a90891a077c254566276bd379038bad' -- 'skills/datavis' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/datavis' ~/.agents/skills/'datavis' && 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/'datavis' ~/.claude/skills/'datavis' (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 lamm-mit/scienceclaw shows the score of its lowest-scoring skill.

SkillTrust badge for lamm-mit/scienceclaw

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/lamm-mit/scienceclaw.svg)](https://zalavijaysinh.github.io/skilltrust/repos/lamm-mit/scienceclaw/)

Score history

Date	Version	Score
2026-11-13	`894598c`	80