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python-development-standards

WorldCentralKitchen

This skill should be used when the user asks about "Python code style", "type hints", "structlog logging", "how to log", "code organization", "testing patterns", "error handling", or needs guidance on Python de...

GitHub

openai-sdk

timequity

OpenAI official SDK usage (Python, Node.js). Use when: writing code that calls OpenAI API, implementing chat/embeddings/images/audio features, handling streaming responses, async patterns, error handling with S...

GitHub

context7-efficient

Ahmednoorani258

Token-efficient library documentation fetcher using Context7 MCP with 86.8% token savings through intelligent shell pipeline filtering. Fetches code examples, API references, and best practices for JavaScript,...

GitHub

api-contract-enforcement

Ahmednoorani258

Validates REST API implementations against OpenAPI 3.x specifications. Use when (1) Implementing or reviewing API endpoints, (2) Before deploying API changes to production, (3) Ensuring contract compliance betw...

GitHub

python

anjurad

Python coding standards, best practices, type hints, and testing patterns with uv for package management. Use when writing or reviewing Python code, implementing tests, setting up Python projects, managing depe...

GitHub

refactor

sofer

Analyse Python code for refactoring opportunities using functional programming principles, code quality checks, and manual refactoring guidance. Use when user wants to improve code quality, check for code smell...

GitHub

python-ai-expert

SHAJAR5110

Comprehensive Python AI/ML development expert with 10+ years experience using UV package manager. Covers PyTorch, TensorFlow, scikit-learn, transformers, langchain, pandas, numpy, OpenCV, and all major AI/ML li...

GitHub

rrule-recurring-tasks

Hamza123545

RRULE pattern parsing and next occurrence calculation for recurring tasks. Uses python-dateutil for RFC 5545 RRULE support, simplified patterns (daily, weekly, monthly, yearly), and UTC-only time handling.

GitHub

streamlit-uv-development

bossjones

Use this skill when developing Streamlit applications with uv package manager. Covers project setup, running apps, testing (unit/e2e), and development workflows. Trigger when user mentions "streamlit", "uv run...

GitHub

senior-architect

TheophilusChinomona

Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, Bun, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architec...

GitHub

modern-python

YunosukeYoshino

Modern Python development with uv, FastAPI, Pydantic, and clean architecture. Use for Python project setup, LLM app development, API design, testing strategy, and architecture decisions. Ideal for TypeScript de...

GitHub

cli-todo-ui

marjan-ahmed

Build modern, interactive terminal-based todo applications with beautiful UI/UX using Python's Textual framework. Use when building CLI todo apps, task managers, or interactive terminal interfaces that require...

GitHub

beamer-unesp

neylemkeunesp

Gerar apresentações Beamer LaTeX no padrão UNESP dark mode. Usar quando o usuário pedir para criar slides, apresentações, ou palestras em Beamer/LaTeX. O template usa tema Madrid com cores escuras (fundo RGB 26...

GitHub

type-hint-adder

omriwen

Add comprehensive type hints to Python functions and methods, including PyTorch tensor types. This skill should be used when improving code quality through static type checking or when preparing code for mypy v...

GitHub

docstring-formatter

omriwen

Convert docstrings to NumPy/Sphinx style with proper Parameters, Returns, and Examples sections. This skill should be used when improving documentation quality across Python modules.

GitHub

unit-test-generator

omriwen

Generate pytest unit tests for Python functions and classes with fixtures, parametrization, and edge cases. This skill should be used when creating test coverage for modules, especially during refactoring to en...

GitHub

memory-leak-detector

omriwen

Detect and fix memory leaks in Python and PyTorch code, especially matplotlib figures and unreleased tensors. This skill should be used during Phase 4 performance optimization when memory usage grows over time.

GitHub

code-formatter

omriwen

Format Python code using black, ruff, and isort to ensure consistent style. This skill should be used before committing code to maintain code quality standards and pass CI/CD checks.

GitHub

loop-vectorizer

omriwen

Convert Python loops to vectorized PyTorch tensor operations for performance. This skill should be used when optimizing computational bottlenecks in PyTorch code during Phase 4 performance optimization.

GitHub

odoo-coding-guidelines

ab22593k

Comprehensive Odoo coding guidelines covering module structure, XML files, Python, JavaScript, and CSS/SCSS conventions for developing Odoo applications. Use when working on Odoo module development, following O...

GitHub

odoo-coding-guidelines

ab22593k

Comprehensive Odoo coding guidelines covering module structure, XML files, Python, JavaScript, and CSS/SCSS conventions for developing Odoo applications. Use when working on Odoo module development, following O...

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