Python Tools
Essential skills for Python developers
Explore 100 curated python tools skills for Claude Code and Codex CLI. Each skill enhances your development workflow.
Browse 100 Python Tools Skills
Generate Migration
Generate Django database migrations for Sentry
Wox Plugin Creator
Create and scaffold Wox plugins (nodejs, python, script-nodejs, script-python)
Fastapi Templates
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehen...
Temporal Python Testing
Test Temporal workflows with pytest, time-skipping, and mocking strategies
Deployment Pipeline Design
Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestra...
Gitlab Ci Patterns
Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for sca...
Secrets Management
Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or nati...
Ml Pipeline Workflow
Build end-to-end MLOps pipelines from data preparation through model training, validation, and pr...
Async Python Patterns
Master Python asyncio, concurrent programming, and async/await patterns for high-performance appl...
Python Packaging
Create distributable Python packages with proper project structure, setup
Python Performance Optimization
Profile and optimize Python code using cProfile, memory profilers, and performance best practices
Python Testing Patterns
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven develo...
Uv Package Manager
Master the uv package manager for fast Python dependency management, virtual environments, and mo...
Testing Python
Write and evaluate effective Python tests using pytest
Examples Auto Run
Run python examples in auto mode with logging, rerun helpers, and background control
Test Coverage Improver
Improve test coverage in the OpenAI Agents Python repository: run `make coverage`, inspect covera...
Code Reviewer
Comprehensive code review skill for TypeScript, JavaScript, Python, Swift, Kotlin, Go
Senior Data Engineer
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and dat...
Anndata
This skill should be used when working with annotated data matrices in Python, particularly for s...
Astropy
Comprehensive Python library for astronomy and astrophysics
Biopython
Primary Python toolkit for molecular biology
Bioservices
Primary Python tool for 40+ bioinformatics services
Datamol
Pythonic wrapper around RDKit with simplified interface and sensible defaults
Fluidsim
Framework for computational fluid dynamics simulations using Python
Geopandas
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPack...
Gget
CLI/Python toolkit for rapid bioinformatics queries
Gtars
High-performance toolkit for genomic interval analysis in Rust with Python bindings
Modal
Run Python code in the cloud with serverless containers, GPUs, and autoscaling
Networkx
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python
Pennylane
Cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry
Plotly
Interactive scientific and statistical data visualization library for Python
Pydeseq2
Differential gene expression analysis (Python DESeq2)
Pydicom
Python library for working with DICOM (Digital Imaging and Communications in Medicine) files
Pyopenms
Python interface to OpenMS for mass spectrometry data analysis
Qutip
Quantum mechanics simulations and analysis using QuTiP (Quantum Toolbox in Python)
Scikit Learn
Machine learning in Python with scikit-learn
Scikit Survival
Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-sur...
Simpy
Process-based discrete-event simulation framework in Python
Sympy
Use this skill when working with symbolic mathematics in Python
Zarr Python
Chunked N-D arrays for cloud storage
N8n Code Python
Write Python code in n8n Code nodes
Deepspeed
Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline para...
Pytest
Pytest testing patterns for Python
Django Drf
Django REST Framework patterns
Prowler Test Sdk
Testing patterns for Prowler SDK (Python)
Github Workflow Automation
Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelin...
Stream Chain
Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
Pipeline Assistant
This skill should be used when users need to create or fix Redpanda Connect pipeline configurations
Book Sft Pipeline
This skill should be used when the user asks to "fine-tune on books", "create SFT dataset", "trai...
Project Development
This skill should be used when the user asks to "start an LLM project", "design batch pipeline", ...
Biopython
Comprehensive molecular biology toolkit
Scikit Learn
Machine learning in Python with scikit-learn
Scikit Survival
Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-sur...
Pydicom
Python library for working with DICOM (Digital Imaging and Communications in Medicine) files
Fluidsim
Framework for computational fluid dynamics simulations using Python
Zarr Python
Chunked N-D arrays for cloud storage
Bioservices
Unified Python interface to 40+ bioinformatics services
Scanpy
Standard single-cell RNA-seq analysis pipeline
Pydeseq2
Differential gene expression analysis (Python DESeq2)
Modal
Run Python code in the cloud with serverless containers, GPUs, and autoscaling
Simpy
Process-based discrete-event simulation framework in Python
Geopandas
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPack...
Datamol
Pythonic wrapper around RDKit with simplified interface and sensible defaults
Statsmodels
Statistical models library for Python
Astropy
Comprehensive Python library for astronomy and astrophysics
Sympy
Use this skill when working with symbolic mathematics in Python
Gtars
High-performance toolkit for genomic interval analysis in Rust with Python bindings
Networkx
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python
Gget
Fast CLI/Python queries to 20+ bioinformatics databases
Rowan
Cloud-based quantum chemistry platform with Python API
Idapython
IDA Pro Python scripting for reverse engineering
Python Repl
Interactive Python REPL automation with common helpers and best practices
Docetl
Build and run LLM-powered data processing pipelines with DocETL
Agentica Sdk
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration
Mcp Chaining
Research-to-implement pipeline chaining 5 MCP tools with graceful degradation
Tdd Migration Pipeline
Orchestrator-only workflow for migrating/rewriting codebases with full TDD and agent delegation
47 Managing Devops Pipeline
管理蓝盾流水线的构建操作，包括查询构建历史、获取启动参数、查看构建状态、启动构建。当用户提及流水线、构建、部署、CI/CD、蓝盾或需要触发构建任务时使用。
24 Pipeline Variable Lifecycle
流水线变量生命周期管理指南，涵盖变量的创建、初始化、动态更新、存储、传递和查询的完整生命周期。当用户开发变量功能、处理变量传递、调试变量问题或理解变量作用域时使用。
22 Yaml Pipeline Transfer
YAML 流水线转换指南，涵盖 YAML 与 Model 双向转换、PAC（Pipeline as Code）实现、模板引用、触发器配置。当用户需要解析 YAML 流水线、实现 PAC 模式、处...
46 Pipeline Template Module
流水线模板模块架构指南，涵盖模板创建、版本管理、实例化、权限控制、研发商店集成。当用户需要开发模板功能、实现模板复用、管理模板版本或进行批量实例化时使用。
26 Pipeline Variable Extension
流水线变量字段扩展指南，涵盖变量字段定义、类型扩展、变量作用域、变量继承、自定义变量处理。当用户扩展流水线变量、添加新变量字段、处理变量作用域或实现变量继承时使用。
28 Pipeline Model Architecture
BK-CI 流水线核心模型（Model）架构详解，涵盖 Pipeline/Stage/Container/Task 四层结构、模型序列化、版本管理、模型校验。当用户理解流水线数据结构、开发流水线...
Integration Tests
Run the integration-tests pipeline that depends on a local npm registry (Verdaccio)
Databases
Work with MongoDB (document database, BSON documents, aggregation pipelines, Atlas cloud) and Pos...
Django Drf
Django REST Framework patterns
Pytest
Pytest testing patterns for Python
Create Meta Prompts
Create optimized prompts for Claude-to-Claude pipelines with research, planning, and execution st...
Building Automl Pipelines
Build automated machine learning pipelines with feature engineering, model selection, and hyperpa...
Preprocessing Data With Automated Pipelines
Process automate data cleaning, transformation, and validation for ML tasks
Building Cicd Pipelines
Execute use when you need to work with deployment and CI/CD
Orchestrating Deployment Pipelines
Deploy use when you need to work with deployment and CI/CD
Detecting Performance Regressions
Automatically detect performance regressions in CI/CD pipelines by comparing metrics against base...
Supabase Sdk Patterns
Execute apply production-ready Supabase SDK patterns for TypeScript and Python
Vercel Sdk Patterns
Execute apply production-ready Vercel SDK patterns for TypeScript and Python
Pyspark Transformer
Pyspark Transformer - Auto-activating skill for Data Pipelines
Compression Optimizer
Compression Optimizer - Auto-activating skill for Data Pipelines
Dagster Pipeline Creator
Dagster Pipeline Creator - Auto-activating skill for Data Pipelines
Sentry Sdk Patterns
Execute best practices for using Sentry SDK in TypeScript and Python
Flink Job Creator
Flink Job Creator - Auto-activating skill for Data Pipelines
Data Partitioner
Data Partitioner - Auto-activating skill for Data Pipelines
How to Install Python Tools Skills
All skills in this collection can be installed through Claude's Settings. Navigate to Settings → Capabilities → Upload skill to add any skill to your workflow. Learn more.
This collection includes 100 community-curated skills for python tools workflows.