scienceplot-pylisted

# scienceplot-py — Matplotlib Script Generator (scienceplots / science+nature) Generate a Python plotting script that **always** follows the user's lab template shape. The skill writes a `.py` file and returns its path; it does not run the script. The user executes it themselves (the user prefers `uv run <path>` per their global preferences). The canonical template lives at `~/Socialst/Templates/PyPlot_Template/pq_plot.py`. Every variant in this skill is a structural extension of that file. ## Mandatory style invariants Every generated script MUST keep these load-bearing patterns intact. Do not "clean up" any of them, even if they look redundant or unused. 1. **`import scienceplots`** — required. It registers the `science` and `nature` styles by import side-effect; the symbol is never referenced directly. Linters will flag it as unused — keep it anyway. 2. **Style context block** — all plotting code lives inside `with plt.style.context(["science", "nature"]):`. Never substitute `plt.style.use(...)` or call any plotting outside this block. 3. **`pparam` dict** — axis configuration is a dict, applied with `ax.set(**pparam)`. Do not inline `ax.set_xlabel(...)`, `set_ylabel(...)`, `set_title(...)` calls when `pparam` would do. 4. **`ax.autoscale(tight=True)`** — called on every axis, before `ax.set(**pparam)`. For subplots, loop over all axes. 5. **Raw-string LaTeX** — every label, title, legend entry uses `r'...'`. Non-raw `'$x$'` works for the liter