# 1621 Pandas Rules Df8b768b

> P: pandas-vet Rules

- Skill: `tools-only/1621-pandas-rules-df8b768b` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add tools-only/1621-pandas-rules-df8b768b`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tools-only/1621-pandas-rules-df8b768b/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Data & Analytics
- Author: tools-only (https://skillmd.com/u/tools-only)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/tools-only/1621-pandas-rules-df8b768b

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# P: pandas-vet Rules

**Source**: Official Ruff Documentation **Total Rules**: 266 rules **Purpose**: Pandas DataFrame best practices

This rule family provides specialized checks for Python code quality and specific use cases.

## Overview

Pandas DataFrame best practices

## Quick Start

Enable this rule family by adding it to your Ruff configuration:

```toml
[tool.ruff.lint]
extend-select = ["pandas-rules"]
```

## Rule Categories

For a complete list of all rules in this family, use the Ruff CLI:

```bash
ruff rule --all | grep "^# pandas-rules.md"
```

## Official Documentation

For detailed information about each rule, including examples and configuration options, visit: [Official Ruff Rules Documentation](https://docs.astral.sh/ruff/rules/)

## Configuration

Most rules in this family support configuration through options in `pyproject.toml` or `ruff.toml`. Refer to the official documentation for family-specific configuration parameters.

## Integration

This rule family works best when combined with core linting rules:

- E, F, W: Core Python style and logical errors
- B: Common bugs and design problems
- I: Import organization
- N: Naming conventions

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**Last Updated**: 2025-11-04 **Status**: Reference documentation for 266 rules rules