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scientific-visualization

95 / 100 · Low risk

Fine to try.

By aipoch/openscience-specialist-marketplace (GitHub) · data · 10 stars · scanned at commit 88ca6e1

Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use for figure design, multi-panel layouts, uncertainty and missing-data displays, color/contrast review, image metadata validation, and journal export planning.

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/'scientific-visualization' ] || [ -L ~/.agents/skills/'scientific-visualization' ]; then echo 'A skill folder named scientific-visualization already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/aipoch/openscience-specialist-marketplace' "$d" && git -C "$d" checkout --quiet '88ca6e1772cb97189d56ad68346cc86268116f6b' -- 'specialists/cryoem-structure-validator/versions/1.0.0/package/skills/scientific-visualization' && mkdir -p ~/.agents/skills && cp -R "$d"/'specialists/cryoem-structure-validator/versions/1.0.0/package/skills/scientific-visualization' ~/.agents/skills/'scientific-visualization' && 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/'scientific-visualization' ~/.claude/skills/'scientific-visualization' (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

Also found in

Identical copies of this skill exist at:

• aipoch/openscience-specialist-marketplace/specialists/neuroimaging-connectomics-architect/versions/1.0.0/package/skills/scientific-visualization