Individual skill

copyplot

Analyze a supplied scientific-figure image (PNG, JPEG, TIFF, or a rasterized figure), identify its chart type and visual grammar, infer axes and styling, and deliver a close Python/Matplotlib or Seaborn reproduction with synthetic or digitized example data stored in an Excel workbook whenever practical. Use for requests to imitate, reverse-engineer, redraw, reproduce, or learn from a paper figure such as line, scatter, bar, histogram, box, violin, heatmap, contour, error-bar, multi-panel, or mixed scientific plots.

visualization/copyplot/SKILL.md

Source commit 9a4b2db21fc4b217136ae4a0e6faad42d179ca03

What was checked

Matches the observed repository HEAD

Yes

Scanner rules are current

Yes

Repository scan complete

No

Skill scan complete

No

Observed behavior

Network or broad shell

Last checked

Nov 11, 2026

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