Conventions

Code Style¶

• Ruff for linting and formatting (configured in pyproject.toml)

• All functions require type annotations

• Google-style docstrings in imperative mood (“Return”, not “Returns”)

• Use # ty: ignore[error-code] for type suppression (never # type: ignore)

• Never use from __future__ import annotations

Testing¶

• Plain pytest functions — no test classes

• Use @pytest.mark.parametrize for test variations

Naming¶

• func for callable abbreviations (never fn)

• state_names / action_names (not states_names)

• arg_names (not argument_names)

Plotting¶

• Always use plotly (plotly.graph_objects, plotly.subplots.make_subplots), never matplotlib

Docstrings¶

• MyST syntax (single backticks for code, $...$ for math), not reStructuredText

• Inline field docstrings (PEP 257) for dataclass attributes

• Docstring types must match annotations (Mapping not “Dict” when annotation is Mapping)