Agent skill
ruff
This skill should be used when users need to lint, format, or validate Python code using the Ruff command-line tool. Use this skill for tasks involving Python code quality checks, automatic code formatting, enforcing style rules (PEP 8), identifying bugs and security issues, or modernizing Python code. This skill should be invoked PROACTIVELY whenever Python code is written or modified to ensure code quality.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/ruff-povertyaction-ipa-stata-template
SKILL.md
Ruff Skill
Contents
- Proactive Usage
- Quick Reference
- Linting Workflow
- Formatting Workflow
- Rule Selection
- Troubleshooting
- References
Proactive Usage
IMPORTANT: Use this skill proactively after writing or modifying Python code.
Standard Workflow
# Step 1: Format the code
uv run ruff format .
# Step 2: Fix auto-fixable linting issues
uv run ruff check --fix .
# Step 3: Report remaining issues
uv run ruff check .
Project Commands
just fmt-python # Format Python code
just lint-python # Lint Python code
Quick Reference
Commands
| Command | Purpose |
|---|---|
uv run ruff check . |
Lint code |
uv run ruff check --fix . |
Fix auto-fixable issues |
uv run ruff format . |
Format code |
uv run ruff format --check . |
Check formatting |
uv run ruff check --diff . |
Preview fixes |
Common Flags
| Flag | Effect |
|---|---|
--fix |
Auto-fix issues |
--unsafe-fixes |
Apply risky fixes |
--diff |
Show changes without applying |
--select E,F |
Check specific rules |
--ignore E501 |
Skip specific rules |
--statistics |
Show issue counts |
--watch |
Continuous linting |
Linting Workflow
1. Check for Issues
uv run ruff check . # All files
uv run ruff check src/ # Directory
uv run ruff check script.py # Single file
2. Auto-fix Safe Issues
uv run ruff check --fix .
3. Review Unsafe Fixes
uv run ruff check --diff --unsafe-fixes . # Preview
uv run ruff check --fix --unsafe-fixes . # Apply
4. Address Remaining Issues
Fix manually or suppress with # noqa:
import unused_module # noqa: F401
Formatting Workflow
1. Format Code
uv run ruff format .
2. Check Without Modifying (CI/CD)
uv run ruff format --check .
3. Preview Changes
uv run ruff format --diff .
Rule Selection
Essential Rules (Start Here)
[tool.ruff]
select = ["F", "E", "I"]
| Prefix | Source | Purpose |
|---|---|---|
| F | Pyflakes | Errors, undefined names |
| E | pycodestyle | PEP 8 errors |
| I | isort | Import sorting |
Recommended Rules
[tool.ruff]
select = ["F", "E", "I", "W", "UP", "B", "SIM"]
| Prefix | Source | Purpose |
|---|---|---|
| W | pycodestyle | PEP 8 warnings |
| UP | pyupgrade | Modernize syntax |
| B | bugbear | Likely bugs |
| SIM | simplify | Simplification |
Security Rules
[tool.ruff]
extend-select = ["S"]
Project Configuration
Basic pyproject.toml
[tool.ruff]
line-length = 100
target-version = "py311"
select = ["E", "F", "I", "B", "UP"]
ignore = ["E501"]
[tool.ruff.per-file-ignores]
"tests/**/*.py" = ["S101"]
"__init__.py" = ["F401"]
[tool.ruff.format]
quote-style = "double"
Per-file Ignores
| Pattern | Common Ignores | Reason |
|---|---|---|
tests/**/*.py |
S101 | Allow assert |
__init__.py |
F401 | Allow unused imports |
scripts/*.py |
T201 | Allow print |
Inline Suppression
# Ignore all rules for line
import os # noqa
# Ignore specific rule
import os # noqa: F401
# Ignore for entire file (at top)
# ruff: noqa: F401
Troubleshooting
Too Many Issues
-
Start with essential rules only:
bashuv run ruff check --select=F,E . -
Add noqa comments to existing violations:
bashuv run ruff check --add-noqa . -
Fix auto-fixable issues first:
bashuv run ruff check --fix . -
Enable rules gradually over time
Configuration Not Loading
- Check file names:
ruff.toml,.ruff.toml, orpyproject.toml - Validate syntax:
uv run ruff check --config=ruff.toml . - Check for conflicts in parent directories
Formatter vs Linter Conflicts
Run formatter before linter to avoid conflicts:
uv run ruff format .
uv run ruff check --fix .
Output Formats for CI
uv run ruff check --output-format=github . # GitHub Actions
uv run ruff check --output-format=gitlab . # GitLab CI
uv run ruff check --output-format=json . # JSON
References
Project References
- Rules Reference - Complete rule descriptions by category
- Configuration Reference - Config templates and options
External Resources
Best Practices
- Format first - Run
ruff formatbeforeruff check - Use --fix liberally - Most auto-fixes are safe
- Review unsafe fixes - Always check
--unsafe-fixeschanges - Start simple - Begin with F, E, I rules; expand gradually
- Configure CI/CD - Enforce checks in continuous integration
- Document exceptions - Comment why rules are disabled
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