My opinionated python boilerplate.

• make commands: Self-documenting targets (make help) for initializing, testing, linting, formatting, and building docs.
• PyO3 & setuptools_rust: A Rust extension module built into the wheel, with the toolchain pinned in rust-toolchain.toml and dependencies locked in crates/Cargo.lock. CI runs rustfmt, clippy (strict lint set in crates/Cargo.toml), and cargo test. Delete crates/, rust-toolchain.toml, and the Rust sections in pyproject.toml if you don't need it.
• Dev container / artifact image: One multi-stage .devcontainer/Dockerfile serves contributors (toolchain image + make init, usable from VS Code, Codespaces, Docker/Podman, or Windows' native wslc) and artifact-evaluation reviewers (a frozen code+environment image whose build runs the test suite).
• GitHub Actions: CI (lint + test), tag-triggered releases (abi3 wheels and an sdist, each tested after the build, plus a frozen-dependency list attached to a draft GitHub release with an auto-generated changelog), and dormant-until-enabled deployments: a Sphinx docs site on GitHub Pages (DEPLOY_DOCS repository variable), PyPI via trusted publishing (PYPI_PUBLISH), a GHCR artifact image (PUBLISH_IMAGE), and Zenodo DOI archiving (external webhook). See CONTRIBUTING for the full feature reference.
• Artifact evaluation ready: template-ARTIFACT.md mirrors the cTuning/ACM artifact-appendix structure used by HPCA/ISCA/MICRO/ASPLOS; CITATION.cff powers GitHub's cite button and Zenodo metadata.

Configuration Choices

• Ruff: A high-performance Python linter built in Rust. Ruff is utilized in this project for its speed and extensive rule set. It consolidates the functionality of various tools like Flake8, isort, pydocstyle, and more, into a single, fast, and efficient package.
• pre-commit: A set of pre-commit hooks automatically check and enforce code quality standards, including a commit-msg hook that rejects non-conventional commit messages.
• pytest: Tests are written and executed using the pytest framework.
• Sphinx: A docs/ skeleton (furo theme, autosummary API reference, jupyter-execute examples run on every build) that builds warning-free from day one. CI builds it on every PR and push, even before the Pages deploy is turned on.

Some references:

• Python Project Template by Rocha Bruno
• Opinionated Python Boilerplate by Duarte O. Carmo
• Dynamic GitHub Repository Templates by Simon Willison
• Quantum Prototype Template by Qiskit Community
• nbQA: A Tool for Running Linters on Jupyter Notebooks