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This repository contains the complete, reproducible examples for the
ultraplot-figures Codex
skill. Starting with skill v1.1.0, the examples are maintained separately so
installing the skill does not download example data or rendered outputs.
Each comparison retains the input data, editable scripts, and final PDF and PNG
outputs for both the skill-enabled and skill-disabled conditions. The current
comparisons were retested with
ultraplot-figures v1.2.1.
The examples were last verified with Python 3.13.7, UltraPlot 2.6.0,
Matplotlib 3.10.6, and NumPy 2.4.5. The earthquake example also requires
Cartopy 0.25.0. The correlation example also requires pandas 2.3.3 and
openpyxl 3.1.5. Each script resolves its input and output paths relative to its
own example directory. The comparison runs used GPT-5.6 Sol with ultra
reasoning on a Windows computer.
The repository license applies to the original code and documentation. Third-party data remains subject to its source terms. The earthquake GeoJSON records its USGS query URL in its metadata.