python AI Agent Skills

manim

21.8k

davila7

Comprehensive guide for Manim Community - Python framework for creating mathematical animations and educational videos with programmatic control

excel-automation

1.8k

openclaw

Advanced Excel automation with Python using xlwings - interact with live Excel instances

data-analysis

372

vstorm-co

Comprehensive data analysis skill for CSV files using Python and pandas

test-generator

372

vstorm-co

Generate pytest test cases for Python functions and classes

api-data-fetcher

199

meleantonio

Fetch economic data from FRED, World Bank, and other APIs

python-panel-data

199

meleantonio

Panel data analysis with Python using linearmodels and pandas.

domain-driven-design

97

yonatangross

Domain-Driven Design tactical patterns for complex business domains. Use when modeling entities, value objects, domain services, repositories, or establishing bounded contexts.

python-backend

97

yonatangross

Python backend patterns for asyncio, FastAPI, SQLAlchemy 2.0 async, and connection pooling. Use when building async Python services, FastAPI endpoints, database sessions, or connection pool tuning.

Django Testing Patterns

71

PramodDutta

Django application testing with TestCase, fixtures, factory_boy, model testing, view testing, middleware testing, and Django REST framework testing.

WebApp Testing with Playwright

71

PramodDutta

Anthropic's official web application testing skill using native Python Playwright scripts with helper utilities for server lifecycle management, browser automation, and comprehensive E2E testing workflows.

Pytest Patterns

71

PramodDutta

Python testing skill using pytest, covering fixtures, parametrize, markers, conftest, plugins, mocking, and advanced testing patterns.

FastAPI Testing Patterns

71

PramodDutta

FastAPI application testing with TestClient, dependency injection overrides, async testing, database testing with SQLAlchemy, and OpenAPI validation.

Locust Load Testing

71

PramodDutta

Python-based load testing with Locust for writing user behavior scripts, distributed testing, real-time web UI monitoring, and custom load shapes.

Python Testing Patterns

71

PramodDutta

Comprehensive Python testing best practices with pytest, covering unit testing, integration testing, mocking, fixtures, property-based testing, and test architecture.

Flask Testing Patterns

71

PramodDutta

Flask application testing with test client, fixture patterns, SQLAlchemy model testing, blueprint testing, and Flask-specific extension testing.

fastapi-microservices-development

40

manutej

Comprehensive guide for building production-ready microservices with FastAPI including REST API patterns, async operations, dependency injection, and deployment strategies

pydantic

40

manutej

Comprehensive Pydantic data validation skill for customer support tech enablement - covering BaseModel, Field validation, custom validators, FastAPI integration, BaseSettings, serialization, and Pydantic V2 features

pandas

40

manutej

Expert data analysis and manipulation for customer support operations using pandas

pytest

40

manutej

Advanced Python unit testing framework for customer support tech enablement, covering FastAPI, SQLAlchemy, PostgreSQL, async operations, mocking, fixtures, parametrization, coverage, and comprehensive testing strategies for backend support systems

asyncio-concurrency-patterns

40

manutej

Complete guide for asyncio concurrency patterns including event loops, coroutines, tasks, futures, async context managers, and performance optimization

SQLAlchemy ORM Expert

40

manutej

Comprehensive SQLAlchemy skill for customer support tech enablement, covering ORM patterns, session management, query optimization, async operations, and PostgreSQL integration

langchain-orchestration

40

manutej

Comprehensive guide for building production-grade LLM applications using LangChain's chains, agents, memory systems, RAG patterns, and advanced orchestration

FastAPI Customer Support Tech Enablement

40

manutej

Comprehensive FastAPI skill for building modern Python web APIs with focus on customer support systems, ticket management, real-time chat, and backend operations

sniffable-python

30

SimHacker

Structure Python so LLMs can understand it in 50 lines.

runtime

30

SimHacker

Dual Python/JavaScript adventure runtimes — always in sync

data-gouv

22

benoitvx

Professional skill for Claude Code that enables accessing, downloading, and analyzing French open data via data.gouv.fr. Includes a complete Python library, code examples, and detailed documentation of the most commonly used datasets.

mcp-builder

18

LangConfig

Comprehensive guide for creating Model Context Protocol (MCP) servers. Use when building MCP servers, integrating external APIs, or creating tool interfaces for LLMs.

python-testing

18

LangConfig

Expert guidance for writing Python tests with pytest and unittest. Use when writing tests, debugging test failures, or improving test coverage for Python projects.

pytest

15

bobmatnyc

pytest - Python's most powerful testing framework with fixtures, parametrization, plugins, and framework integration for FastAPI, Django, Flask

poetry-rye-dependency-management

15

oimiragieo

Python dependency management with Poetry and Rye -- lockfile-driven workflows, dependency groups, monorepo patterns, and migration paths. Covers pyproject.toml-centric packaging for projects not yet on uv.

MCP

15

bobmatnyc

MCP (Model Context Protocol) - Build AI-native servers with tools, resources, and prompts. TypeScript/Python SDKs for Claude Desktop integration.

large-data-with-dask

15

oimiragieo

Specific optimization strategies for Python scripts working with larger-than-memory datasets via Dask.

fastapi-local-dev

15

bobmatnyc

FastAPI dev/prod runbook (Uvicorn reload, Gunicorn)

homebrew-formula-maintenance

15

bobmatnyc

Homebrew formula maintenance workflows for Python CLIs and taps, including version bumps, SHA/resource updates, testing, audits, and releases.

Flask

15

bobmatnyc

Flask - Lightweight Python web framework for microservices, REST APIs, and flexible web applications with an extensive extension ecosystem

pyqt6-ui-development-rules

15

oimiragieo

PyQt6 desktop GUI development rules -- signal/slot architecture, QSS theming, QThread concurrency, layout management, and cross-platform rendering. Enforces MVC separation and responsive UI patterns.

mypy

15

bobmatnyc

mypy - Static type checker for Python with gradual typing, strict mode, Protocol support, and framework integration

FastAPI Modern Web Development

10

bobmatnyc

Production-grade FastAPI development with async patterns, Pydantic v2, dependency injection, ML/AI endpoint design, and modern Python best practices for building high-performance REST APIs

langflow

9

enuno

A powerful Python-based visual framework for building and deploying AI-powered agents and workflows with Model Context Protocol (MCP) integration, drag-and-drop interface, and enterprise-grade deployment options

docling

9

enuno

Python document processing library for parsing PDF, DOCX, and 10+ formats with advanced layout understanding, unified document representation, and AI ecosystem integrations (LangChain, LlamaIndex, MCP server)

mcp-builder

2

organvm-iv-taxis

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Python Testing Patterns

1

KaliBellion

Comprehensive Python testing best practices with pytest, covering unit testing, integration testing, mocking, fixtures, property-based testing, and test architecture.

rl-implementer

1

chuongdlb

Implements RL algorithms with correct mathematical grounding, translating from theoretical framework to working Python code with grid worlds, learning rate schedules, and DQN.

WebApp Testing with Playwright

1

KaliBellion

Anthropic's official web application testing skill using native Python Playwright scripts with helper utilities for server lifecycle management, browser automation, and comprehensive E2E testing workflows.

Pytest Patterns

1

KaliBellion

Python testing skill using pytest, covering fixtures, parametrize, markers, conftest, plugins, mocking, and advanced testing patterns.

rltools-python

1

chuongdlb

Python interface and integration for rl-tools — Gymnasium integration, pybind11 bindings, HDF5 checkpoints, tinyrl PyTorch extension.