---
id: jiatastic/open-python-skills/ruff-linter
version: "a91a8721"
license: MIT
install: manual
updated: 2026-01-25
---

# linting — Ruff is a high-performance Python linter written in Rust that consolidates multiple tools into one. It delivers 10-100x speed improvements over traditional linters while supporting 800+ rules and auto-fix capabilities, making it ideal for enforcing consistent code standards across teams and CI pipelines.

Publisher: jiatastic · Stars: 7 · Updated: 2026-01-25

Install (manual): `git clone https://github.com/jiatastic/open-python-skills`

## SKILL.md

# Ruff Linting

Ruff is an extremely fast Python linter designed as a drop-in replacement for Flake8 (plus dozens of plugins), isort, pydocstyle, pyupgrade, autoflake, and more. Written in Rust, it offers 10-100x performance improvements over traditional Python linters.

## Overview

Ruff provides a single CLI for linting with optional auto-fix. It supports an extensive rule set with 800+ built-in rules and integrates cleanly with pre-commit, CI systems, and modern editors.

### Key Features

- **Extremely Fast**: 10-100x faster than Flake8, Black, isort
- **Drop-in Replacement**: Compatible with existing Flake8 plugins and configurations
- **Auto-fix Support**: Automatically fix many common issues
- **Comprehensive Rules**: 800+ built-in rules from popular linters
- **Single Tool**: Replaces flake8, isort, pyupgrade, autoflake, pydocstyle, and more

## When to Use

- Standardizing code quality across a project or team
- Enforcing consistent coding rules in CI/CD pipelines
- Replacing multiple linting tools with a single fast solution
- Auto-fixing common code style issues
- Migrating from Flake8, isort, or other legacy linters

## Quick Start

```bash
# Install Ruff
uv pip install ruff
# or
pip install ruff

# Run linting on current directory
ruff check .

# Run linting with auto-fix
ruff check . --fix

# Watch mode for development
ruff check --watch
```

## Core Patterns

1. **Start minimal**: Enable `E` and `F` rules first, then gradually expand
2. **Auto-fix safely**: Use `ruff check --fix` for safe fixes only
3. **Per-file ignores**: Use sparingly for generated code or special cases
4. **CI integration**: Use `ruff check --output-format github` for GitHub Actions
5. **Single source of truth**: Configure via `pyproject.toml` or `ruff.toml`

## Rule Selection

Ruff uses a code system where each rule consists of a 1-3 letter prefix followed by digits (e.g., `F401`). Rules are controlled via `lint.select`, `lint.extend-select`, and `lint.ignore`.

### Recommended Rule Sets

**Minimal (Start Here)**:
```toml
[tool.ruff.lint]
select = ["E", "F"]  # pycodestyle errors + Pyflakes
```

**Balanced (Recommended)**:
```toml
[tool.ruff.lint]
select = [
    "E",    # pycodestyle errors
    "F",    # Pyflakes
    "UP",   # pyupgrade
    "B",    # flake8-bugbear
    "SIM",  # flake8-simplify
    "I",    # isort
]
```

**Comprehensive**:
```toml
[tool.ruff.lint]
select = [
    "E",    # pycodestyle errors
    "W",    # pycodestyle warnings
    "F",    # Pyflakes
    "UP",   # pyupgrade
    "B",    # flake8-bugbear
    "SIM",  # flake8-simplify
    "I",    # isort
    "N",    # pep8-naming
    "S",    # flake8-bandit (security)
    "C4",   # flake8-comprehensions
    "DTZ",  # flake8-datetimez
    "T20",  # flake8-print
    "RUF",  # Ruff-specific rules
]
ignore = ["E501"]  # Line too long (handled by formatter)
```

### Rule Priority

CLI options override `pyproject.toml`, which overrides inherited configs:
1. CLI (`--select`, `--ignore`) - highest priority
2. Current `pyproject.toml`
3. Inherited `pyproject.toml` files

For detailed rule configuration, see [references/rule_selection.md](references/rule_selection.md).

## Configuration

### pyproject.toml (Recommended)

```toml
[tool.ruff]
line-length = 88
target-version = "py311"
exclude = [".venv", "dist", "build", "*.pyi"]

[tool.ruff.lint]
select = ["E", "F", "UP", "B", "SIM", "I"]
ignore = ["E501"]
fixable = ["ALL"]
unfixable = []

[tool.ruff.lint.per-file-ignores]
"tests/**/*.py" = ["S101"]      # Allow assert in tests
"__init__.py" = ["F401"]         # Allow unused imports
"**/{tests,docs,tools}/*" = ["E402"]  # Allow late imports

[tool.ruff.lint.isort]
known-first-party = ["myproject"]

[tool.ruff.lint.pydocstyle]
convention = "google"
```

### ruff.toml Alternative

```toml
line-length = 88
target-version = "py311"

[lint]
select = ["E", "F", "UP", "B", "SIM", "I"]
ignore = ["E501"]

[lint.per-file-ignores]
"tests/**/*.py" = ["S101"]
```

## Fix Safety

Ruff categorizes fixes as **safe** or **unsafe**:

| Type | Behavior | Default |
|------|----------|---------|
| **Safe** | Preserves code semantics | Enabled |
| **Unsafe** | May change runtime behavior | Disabled |

```bash
# Apply only safe fixes (default)
ruff check --fix

# Apply all fixes including unsafe
ruff check --fix --unsafe-fixes

# Show what unsafe fixes are available
ruff check --unsafe-fixes
```

### Adjusting Fix Safety

```toml
[tool.ruff.lint]
# Promote unsafe fixes to safe
extend-safe-fixes = ["F601"]

# Demote safe fixes to unsafe
extend-unsafe-fixes = ["UP034"]

# Control which rules can be fixed
fixable = ["ALL"]
unfixable = ["F401"]  # Never auto-fix unused imports
```

For detailed fix safety documentation, see [references/fix_safety.md](references/fix_safety.md).

## Error Suppression

### Line-Level (noqa)

```python
x = 1  # noqa: F841           # Ignore specific rule
i = 1  # noqa: E741, F841     # Ignore multiple rules
x = 1  # noqa                  # Ignore all rules (avoid this)
```

### File-Level

```python
# ruff: noqa                   # Ignore all rules in file
# ruff: noqa: F841             # Ignore specific rule in file
```

### Block-Level (Preview Mode)

```python
# ruff: disable[E501]
VALUE_1 = "Very long string..."
VALUE_2 = "Another long string..."
# ruff: enable[E501]
```

For detailed suppression patterns, see [references/error_suppression.md](references/error_suppression.md).

## CLI Commands

```bash
# Basic linting
ruff check .                           # Lint current directory
ruff check path/to/file.py             # Lint specific file
ruff check . --fix                     # Lint and auto-fix
ruff check . --fix --unsafe-fixes      # Include unsafe fixes

# Output formats
ruff check . --output-format text      # Default human-readable
ruff check . --output-format github    # GitHub Actions annotations
ruff check . --output-format json      # JSON output
ruff check . --output-format sarif     # SARIF format

# Inspection
ruff check . --diff                    # Show what would change
ruff check . --show-fixes              # Show available fixes
ruff check . --statistics              # Show rule statistics
ruff rule F401                         # Explain a specific rule

# Development
ruff check --watch                     # Watch mode
ruff check . --add-noqa                # Add noqa comments
ruff check . --extend-select RUF100    # Find unused noqa comments
```

## Exit Codes

| Code | Meaning |
|------|---------|
| 0 | No violations found, or all fixed |
| 1 | Violations found |
| 2 | Configuration error or internal error |

Modify exit behavior:
```bash
ruff check . --exit-zero               # Always exit 0
ruff check . --exit-non-zero-on-fix    # Exit 1 if any violations (even if fixed)
```

## CI Integration

### GitHub Actions

```yaml
name: Lint
on: [push, pull_request]

jobs:
  lint:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: astral-sh/ruff-action@v3
        with:
          args: "check --output-format github"
```

### Pre-commit

```yaml
repos:
  - repo: https://github.com/astral-sh/ruff-pre-commit
    rev: v0.8.0
    hooks:
      - id: ruff
        args: [--fix]
      - id: ruff-format
```

## Troubleshooting

| Issue | Solution |
|-------|----------|
| Rule conflicts with formatter | Ignore formatting rules (E501) when using ruff format |
| Too many violations | Start with minimal rules (E, F), expand gradually |
| Too many per-file ignores | Review rule selection, consider disabling noisy rules |
| Slow on large codebase | Ensure .venv excluded, check for recursive symlinks |
| noqa not working | Check syntax: `# noqa: F401` (colon required) |

## Common Rule Prefixes

| Prefix | Source | Description |
|--------|--------|-------------|
| E/W | pycodestyle | Style errors/warnings |
| F | Pyflakes | Logical errors |
| B | flake8-bugbear | Common bugs |
| I | isort | Import sorting |
| UP | pyupgrade | Python version upgrades |
| SIM | flake8-simplify | Code simplification |
| N | pep8-naming | Naming conventions |
| S | flake8-bandit | Security issues |
| C4 | flake8-comprehensions | Comprehension style |
| RUF | Ruff | Ruff-specific rules |

## References

- [Quickstart Guide](references/quickstart.md)
- [Rule Selection Reference](references/rule_selection.md)
- [Fix Safety Guide](references/fix_safety.md)
- [Error Suppression Patterns](references/error_suppression.md)
- [Common Pitfalls](references/pitfalls.md)
- [Official Documentation](https://docs.astral.sh/ruff/)
- [Full Rules Reference](https://docs.astral.sh/ruff/rules/)


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