Skip to main content

Gruff

Gruff is an opinionated, deterministic maintainability linter for Python. It complements Ruff with project policies that make agent-assisted code easier to understand and review; it does not infer who or what wrote the code.

Installation

Requires Python 3.10 or later.

pip install gruff

Or with uv:

uv tool install gruff

Verify it works:

gruff --version

Quick start

Enable the baseline rules in pyproject.toml:

[tool.gruff.lint]
select = ["GR:baseline"]

Then check the current directory:

gruff check .

All rules are opt-in. Each rule belongs to a tier that states what adopting it costs. Start with the baseline rules, then add opinionated rules one code at a time. GR:baseline, GR:opinionated, and GR:api-shaping select a whole tier. GR enables every Gruff rule, including the API-shaping tier. A check with no enabled rules succeeds but warns that it performed no policy analysis.

Rules at a glance

The first release tests eleven theses: inputs are easier to trace when definitions declare how callers pass them, non-public behavior is easier to review when callers supply every value, package initializer manifests are easier to review when every public import path defines __all__, constants are easier to review when uppercase names and Final annotations always appear together, non-public definitions are easier to understand when their names carry their purpose, comments are worth reading when they state more than the code beneath them, tests are worth running when an exception can still fail them, a body is easier to follow when its trailing condition inverts into a guard, a branch is easier to verify when its condition states the positive form, a non-public module binding is easier to find when it lives in the one definition that reads it, and public instance data is easier to review when properties declare its interface.

Baseline

Few projects disagree with these rules. A fix usually stays inside one module, but GR004 can rename a constant that other code imports, and a GR014 fix renames a name across modules.

Code Rule Policy
GR002 no-uniform-non-public-defaults Some calls in its module pass a module-private default and others omit it.
GR003 package-dunder-all Every public package import path defines __all__.
GR004 final-constants Uppercase names and Final annotations appear together.
GR007 no-subsumed-comments One-line comments state something beyond the statements they annotate.
GR008 no-exception-swallowing-tests Tests let exceptions propagate instead of swallowing them.
GR014 no-non-public-imports Non-public names stay inside the module that defines them.

Opinionated

These rules take a style position that some projects reject. A fix usually stays inside the project, but GR012's getter-only property fix stops outside code from assigning the attribute.

Code Rule Policy
GR001 explicit-non-public-input-conventions Every fixed input to a non-public callable has an explicit calling convention.
GR006 no-non-public-docstrings Non-public definitions carry their purpose in their names instead of docstrings.
GR009 no-guarded-tails Trailing conditions invert into guards instead of nesting the rest of the body.
GR010 positive-branch-conditions Branch conditions state the positive form instead of negating around an else.
GR011 no-single-consumer-module-bindings Non-public module bindings live in the one definition that reads them.
GR012 explicit-instance-data Public instance data is explicit through class-body annotations or properties.
GR013 keyword-only-non-public-inputs Every fixed input to a non-public callable is keyword-only.

API-shaping

Fixing a finding changes a public signature, which can break callers outside the project. On a published library, adopt these rules with a major release.

Code Rule Policy
GR005 explicit-public-input-conventions Every fixed input to a public callable has an explicit calling convention.

Each rule links to its rule doc, which states what the rule flags, why, an example, and when to suppress. gruff rule GR004 prints the same document in the terminal, and gruff rule --all --output-format json emits every rule and its tier for tooling.

Documentation

The documentation site carries the rule docs, and its configuration page covers pyproject.toml, the command-line reference, suppressing findings, and the recommended Ruff pairing.

Distribution

Gruff releases use PyPI wheels for Linux x86_64 and aarch64, macOS x86_64 and arm64, and Windows x86_64. Gruff is not published to crates.io.

Metadata

Release files for gruff 0.2.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Built distributions (wheels)

Table of built distributions (wheels) for gruff 0.2.2
File Actions
gruff-0.2.2-py3-none-win_amd64.whl Python 3 none Windows x86-64 Details for gruff-0.2.2-py3-none-win_amd64.whl
gruff-0.2.2-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl Python 3 none Linux glibc 2.17+ x86-64 Details for gruff-0.2.2-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
gruff-0.2.2-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl Python 3 none Linux glibc 2.17+ ARM64 Details for gruff-0.2.2-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
gruff-0.2.2-py3-none-macosx_11_0_arm64.whl Python 3 none macOS 11.0+ ARM64 Details for gruff-0.2.2-py3-none-macosx_11_0_arm64.whl
gruff-0.2.2-py3-none-macosx_10_12_x86_64.whl Python 3 none macOS 10.12+ x86-64 Details for gruff-0.2.2-py3-none-macosx_10_12_x86_64.whl

Total release size: 10.3 MB

Release files / gruff-0.2.2-py3-none-win_amd64.whl

Download URL gruff-0.2.2-py3-none-win_amd64.whl
Size 2.1 MB
Tags Python 3 Windows x86-64
SHA-256 checksum
How to use checksums
ca02e6b394dd65f5c0d22717a274c7a20c5da2bbb4dd95e891f10823a87434b7
BLAKE2b-256 checksum
How to use checksums
d47a76a56f5c3d0616d9ea580c72d3b2c85e8b3487f604d467429189dab59fb8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Nov 2, 2026.

Transparency log

Release files / gruff-0.2.2-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL gruff-0.2.2-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 2.1 MB
Tags Linux glibc 2.17+ x86-64 Python 3
SHA-256 checksum
How to use checksums
22aa0a9c07212e7a8924276e837aeb24f794c94a7e5cb95cef1d491abff228f0
BLAKE2b-256 checksum
How to use checksums
83931c579897f80676d314b28be934878581384a894e251ee83609dc7e8b2202
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Nov 2, 2026.

Transparency log

Release files / gruff-0.2.2-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL gruff-0.2.2-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size 2.0 MB
Tags Linux glibc 2.17+ ARM64 Python 3
SHA-256 checksum
How to use checksums
1daaee2381a7d00486cc97b12faa141ce0ba8e139aed1e41a8d00cb75c3a7103
BLAKE2b-256 checksum
How to use checksums
198bb0371bb89987eb9e5a76103842fedfbaeb841889e964f0f678285d53b617
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Nov 2, 2026.

Transparency log

Release files / gruff-0.2.2-py3-none-macosx_11_0_arm64.whl

Download URL gruff-0.2.2-py3-none-macosx_11_0_arm64.whl
Size 2.0 MB
Tags Python 3 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
6ebfdaf798d75a58e09d9ab087029f2fb522e6a31a3019e860f4c99a2b295f73
BLAKE2b-256 checksum
How to use checksums
cc62b00794ed4fadc0d6d72d802f8b59cfe7382023387a974d5fbcba27849ca7
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Nov 2, 2026.

Transparency log

Release files / gruff-0.2.2-py3-none-macosx_10_12_x86_64.whl

Download URL gruff-0.2.2-py3-none-macosx_10_12_x86_64.whl
Size 2.1 MB
Tags Python 3 macOS 10.12+ x86-64
SHA-256 checksum
How to use checksums
09f9e197cf38811b4fbc7e332ea415289f0e44cd77a43a3c5a2f3c95f8c5dda0
BLAKE2b-256 checksum
How to use checksums
649f1a483918d10979169a48292d43124a652cd1f3454cf043e5fc81a6f1a425
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Nov 2, 2026.

Transparency log

Security for gruff 0.2.2

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Full provenance

All 5 files in this release have been uploaded with provenance metadata.

Select from 5 files

Attestation for gruff-0.2.2-py3-none-win_amd64.whl

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Nov 2, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page