How are docstrings formatted?

The skill uses Google-style docstrings with specific conventions for default values and FiftyOne-specific class cross-references using the :class: syntax.

Why use specific import aliases like 'fo'?

Consistency with the FiftyOne codebase allows for better readability and alignment with community examples and official documentation.

Does it include error handling patterns?

Yes, it follows FiftyOne's convention of using logger.warning() for non-fatal errors and standard exception handling.

FiftyOne is an open-source tool for building high-quality datasets and interpreting computer vision models, developed by Voxel51.

Does this skill handle optional dependencies?

Yes, it provides patterns for lazy imports and ensures packages are installed using FiftyOne's internal utility functions like fou.lazy_import().

FiftyOne Python Code Style

Name: FiftyOne Python Code Style
Author: voxel51

byvoxel51

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Data Science & ML

Enforces official Voxel51 and FiftyOne Python coding conventions for consistent and maintainable development.

About

This skill equips Claude with the specific coding standards and patterns required for the FiftyOne ecosystem. It ensures that Python code follows FiftyOne's official module templates, complex import organization (categorizing standard, third-party, ETA, and FiftyOne packages), and specialized import aliases. By applying Google-style docstrings and FiftyOne-specific utility patterns like lazy imports and attribute guard checks, this skill is indispensable for developers contributing to the FiftyOne core repository, building custom plugins, or developing production-grade integrations with Voxel51 tools.

Key Features

Generates Google-style docstrings with class cross-referencing
3 GitHub stars
Standardizes module templates with Voxel51 copyright and logging headers
Implements FiftyOne-specific patterns for lazy loading and error handling
Applies mandatory FiftyOne import aliases like fo, fol, fof, and fou
Automates import organization into four distinct, alphabetized groups

Use Cases

Developing custom FiftyOne plugins for specialized computer vision workflows
Contributing new features or fixes to the FiftyOne open-source repository
Refactoring legacy Python scripts to align with Voxel51's architectural standards

About

Key Features

Generates Google-style docstrings with class cross-referencing
3 GitHub stars
Standardizes module templates with Voxel51 copyright and logging headers
Implements FiftyOne-specific patterns for lazy loading and error handling
Applies mandatory FiftyOne import aliases like fo, fol, fof, and fou
Automates import organization into four distinct, alphabetized groups

Use Cases

Developing custom FiftyOne plugins for specialized computer vision workflows
Contributing new features or fixes to the FiftyOne open-source repository
Refactoring legacy Python scripts to align with Voxel51's architectural standards