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scientific-schematics

72 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a data skill usually connects to databases or online services with your credentials.

By K-Dense-AI/claude-scientific-skills (GitHub) · data · 57,146 stars · scanned at commit 2d2065f

Generates scientific diagram drafts using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.7 Flash for quality review. Refines when the review requests improvement, with at most two generations. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.

Works with any agent that supports SKILL.md skills.

What this skill can do

Safer alternatives

Low-risk skills in the same category (data) that look related. Check that one does what you need.

• 100 Low riskscientific-figuregaasher/Agent-Loop-Skills · 181 stars
• 97 Low riskscientific-visualizationboisenoise/skills-collections · 12 stars

Install

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

if [ -e ~/.agents/skills/'scientific-schematics' ] || [ -L ~/.agents/skills/'scientific-schematics' ]; then echo 'A skill folder named scientific-schematics 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 "$d" checkout --quiet '2d2065fb4520fa3f3f2bcf61cff26ec8b7eba4b5' -- 'skills/scientific-schematics' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/scientific-schematics' ~/.agents/skills/'scientific-schematics' && 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-schematics' ~/.claude/skills/'scientific-schematics' (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:

• K-Dense-AI/scientific-agent-skills/skills/scientific-schematics