Generated scientific figures

Scientific Visualization

Official pinned figure_export.py exported PNG/SVG from all 60 synthetic observations; palette and image-metadata CLIs executed. Opaque alpha removed for RGB delivery; nominal 300 DPI with PNG metadata quantization. Recording shows actual color/grayscale outputs. Grayscale palette screening flagged a close pair; labels and spatial/marker encodings are retained. Not journal or accessibility certification.

A recorded isolated example, not a hosted execution service or general compatibility/security certification.

Pinned original source ↗MIT · K-Dense Inc.593377bb048752abb0152deab9fbb1083a6087df

Before you install

Python 3.11+, uv and the libraries needed by the selected plotting backend.
Source data, variable meanings and the intended publication format.
Chrome/Chromium for Plotly static export through Kaleido v1.

Python 3.11+ and uv are required for pinned examples. Some Plotly exports need Chrome/Chromium. Source data and statistical validity remain the author’s responsibility.

Codex

npx skills add https://github.com/K-Dense-AI/scientific-agent-skills/tree/593377bb048752abb0152deab9fbb1083a6087df/skills/scientific-visualization --skill scientific-visualization -a codex

Claude Code

npx skills add https://github.com/K-Dense-AI/scientific-agent-skills/tree/593377bb048752abb0152deab9fbb1083a6087df/skills/scientific-visualization --skill scientific-visualization -a claude-code