# Upstream helpers for matplotlib

The files listed below were recovered from [K-Dense-AI/scientific-agent-skills](https://github.com/K-Dense-AI/scientific-agent-skills) at commit `0936740e52033a6256085be5fc81e5e56d606110`. The repository ID is `1079456184`.

They retain the upstream **MIT** license reproduced in [UPSTREAM-LICENSE.txt](UPSTREAM-LICENSE.txt). This notice applies to the listed support files; it does not replace the license metadata of other catalog files. Preserve the upstream license and this attribution when redistributing them.

License wording is unchanged; text-only trailing whitespace and EOF blank lines are normalized. Original license: https://github.com/K-Dense-AI/scientific-agent-skills/blob/0936740e52033a6256085be5fc81e5e56d606110/LICENSE.md

| Local file | Original upstream path | Original Git blob SHA | Import changes |
| --- | --- | --- | --- |
| `references/plot_types.md` | `skills/matplotlib/references/plot_types.md` | `2aad9aa40366a9ff5ac231fc68851068655876ac` | text-only trailing whitespace and EOF blank lines normalized |
| `references/styling_guide.md` | `skills/matplotlib/references/styling_guide.md` | `8f9fbaf05c4bc57fa26dd4e4b495426d075cfe6d` | text-only trailing whitespace and EOF blank lines normalized |
| `scripts/plot_template.py` | `skills/matplotlib/scripts/plot_template.py` | `88721c1a919b5c2691ddb75c4a0d31fd9dd4c2a9` | content unchanged |
| `scripts/style_configurator.py` | `skills/matplotlib/scripts/style_configurator.py` | `1a0aca236605e633b50267599c917d4cbd60cf7a` | content unchanged |
| `references/api_reference.md` | `skills/matplotlib/references/api_reference.md` | `9ca3c61971556697c625036aebba702165c18e55` | text-only trailing whitespace and EOF blank lines normalized |
| `references/common_issues.md` | `skills/matplotlib/references/common_issues.md` | `e1304c7b718262bee42d855a3ea73f0a26711479` | text-only trailing whitespace and EOF blank lines normalized |

2026-10-23 adaptations: corrected Figure/Axes return contract, exclusive plot output, current boxplot APIs, rcParam/PNG/font-cache errors, hex-color style serialization and illustrative uncertainty labels; preserved MIT attribution. Both scripts AST-parsed, not executed or rendered during review.