Best use case

Ruff is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

## Overview

Teams using Ruff should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/ruff/SKILL.md --create-dirs "https://raw.githubusercontent.com/ComeOnOliver/skillshub/main/skills/TerminalSkills/skills/ruff/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/ruff/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How Ruff Compares

Feature / AgentRuffStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

## Overview

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Ruff

## Overview

Ruff is an extremely fast Python linter and formatter written in Rust. It replaces flake8, black, isort, pyupgrade, pydocstyle, and dozens more tools — running 10-100x faster. One tool for all Python code quality.

## Instructions

### Step 1: Setup

```bash
pip install ruff
```

### Step 2: Configuration

```toml
# pyproject.toml — Ruff configuration
[tool.ruff]
target-version = "py311"
line-length = 100
src = ["src", "tests"]

[tool.ruff.lint]
select = [
    "E",    # pycodestyle errors
    "W",    # pycodestyle warnings
    "F",    # pyflakes
    "I",    # isort (import sorting)
    "B",    # flake8-bugbear
    "C4",   # flake8-comprehensions
    "UP",   # pyupgrade
    "SIM",  # flake8-simplify
    "TCH",  # flake8-type-checking
    "RUF",  # ruff-specific rules
]
ignore = [
    "E501",   # line too long (handled by formatter)
]
fixable = ["ALL"]

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

[tool.ruff.format]
quote-style = "double"
indent-style = "space"
docstring-code-format = true
```

### Step 3: Use

```bash
# Lint
ruff check .                   # check all files
ruff check . --fix             # auto-fix issues
ruff check . --fix --unsafe-fixes  # include risky auto-fixes

# Format
ruff format .                  # format all files
ruff format --check .          # check without modifying (CI)

# Watch mode
ruff check --watch .
```

### Step 4: Pre-commit Hook

```yaml
# .pre-commit-config.yaml
repos:
  - repo: https://github.com/astral-sh/ruff-pre-commit
    rev: v0.3.0
    hooks:
      - id: ruff
        args: [--fix]
      - id: ruff-format
```

### Step 5: CI Integration

```yaml
# .github/workflows/lint.yml
- name: Lint with Ruff
  run: |
    ruff check . --output-format=github
    ruff format --check .
```

## Guidelines

- Ruff replaces flake8, black, isort, pyupgrade in a single tool — remove the old ones.
- Start with a broad rule set (`select = ["E", "W", "F", "I", "B", "UP"]`) and expand.
- `ruff check --fix` auto-fixes most issues — safe to run in pre-commit hooks.
- Ruff processes the entire CPython codebase in under 200ms — linting is no longer a bottleneck.
- Use `ruff format` as a drop-in replacement for black — same output, 100x faster.

Related Skills

Daily Logs

25
from ComeOnOliver/skillshub

Record the user's daily activities, progress, decisions, and learnings in a structured, chronological format.

Socratic Method: The Dialectic Engine

25
from ComeOnOliver/skillshub

This skill transforms Claude into a Socratic agent — a cognitive partner who guides

Sokratische Methode: Die Dialektik-Maschine

25
from ComeOnOliver/skillshub

Dieser Skill verwandelt Claude in einen sokratischen Agenten — einen kognitiven Partner, der Nutzende durch systematisches Fragen zur Wissensentdeckung führt, anstatt direkt zu instruieren.

College Football Data (CFB)

25
from ComeOnOliver/skillshub

Before writing queries, consult `references/api-reference.md` for endpoints, conference IDs, team IDs, and data shapes.

College Basketball Data (CBB)

25
from ComeOnOliver/skillshub

Before writing queries, consult `references/api-reference.md` for endpoints, conference IDs, team IDs, and data shapes.

Betting Analysis

25
from ComeOnOliver/skillshub

Before writing queries, consult `references/api-reference.md` for odds formats, command parameters, and key concepts.

Research Proposal Generator

25
from ComeOnOliver/skillshub

Generate high-quality academic research proposals for PhD applications following Nature Reviews-style academic writing conventions.

Paper Slide Deck Generator

25
from ComeOnOliver/skillshub

Transform academic papers and content into professional slide deck images with automatic figure extraction.

Medical Imaging AI Literature Review Skill

25
from ComeOnOliver/skillshub

Write comprehensive literature reviews following a systematic 7-phase workflow.

Meeting Briefing Skill

25
from ComeOnOliver/skillshub

You are a meeting preparation assistant for an in-house legal team. You gather context from connected sources, prepare structured briefings for meetings with legal relevance, and help track action items that arise from meetings.

Canned Responses Skill

25
from ComeOnOliver/skillshub

You are a response template assistant for an in-house legal team. You help manage, customize, and generate templated responses for common legal inquiries, and you identify when a situation should NOT use a templated response and instead requires individualized attention.

Copywriting

25
from ComeOnOliver/skillshub

## Purpose