Agent Skills

pandas-data-analysis

Python Development Plugin

安装方式
CLI
npx skills add https://github.com/pluginagentmarketplace/custom-plugin-python --skill pandas-data-analysis

使用 CLI 安装这个技能，并在你的工作区中直接复用对应的 SKILL.md 工作流。

最后更新于 4/22/2026
Python Assistant

Version
License
Status
SASMP

Agents
Skills
Commands


📦 Install Now · 🤖 Explore Agents · 📖 Documentation · ⭐ Star this repo

What is this?

Python Assistant is a Claude Code plugin with 8 agents and 12 skills for python development.

📑 Table of Contents

Click to expand

🚀 Quick Start

Prerequisites

  • Claude Code CLI v2.0.27+
  • Active Claude subscription

Installation (Choose One)

Option 1: From Marketplace (Recommended) 
# Step 1️⃣ Add the marketplace
/plugin marketplace add pluginagentmarketplace/custom-plugin-python

# Step 2️⃣ Install the plugin
/plugin install python-developer-plugin@pluginagentmarketplace-python

# Step 3️⃣ Restart Claude Code
# Close and reopen your terminal/IDE
Option 2: Local Installation 
# Clone the repository
git clone https://github.com/pluginagentmarketplace/custom-plugin-python.git
cd custom-plugin-python

# Load locally
/plugin load .

# Restart Claude Code

✅ Verify Installation

After restart, you should see these agents:

python-developer-plugin:03-data-science
python-developer-plugin:02-web-development
python-developer-plugin:06-package-deployment
python-developer-plugin:01-python-fundamentals
python-developer-plugin:07-best-practices
... and 2 more

✨ Features

Feature Description
🤖 8 Agents Specialized AI agents for python tasks
🛠️ 12 Skills Reusable capabilities with Golden Format
⌨️ 4 Commands Quick slash commands
🔄 SASMP v1.3.0 Full protocol compliance

🤖 Agents

8 Specialized Agents

# Agent Purpose
1 03-data-science Data manipulation, analysis, and visualization with NumPy, P
2 02-web-development Build web applications with Django, Flask, and FastAPI frame
3 06-package-deployment Package creation, distribution, dependency management, and d
4 01-python-fundamentals Master Python syntax, data types, control flow, functions, O
5 07-best-practices PEP8, type hints, design patterns, performance optimization,
6 05-async-concurrency Asynchronous programming with asyncio, threading, and multip
7 04-testing-quality Unit testing, integration testing, mocking, and test-driven

🛠️ Skills

Available Skills

Skill Description Invoke
pytest-testing Master test-driven development with pytest, fixtures, mockin Skill("python-developer-plugin:pytest-testing")
pandas-data-analysis Master data manipulation, analysis, and visualization with P Skill("python-developer-plugin:pandas-data-analysis")
asyncio-programming Master asynchronous programming with asyncio, async/await, c Skill("python-developer-plugin:asyncio-programming")
django-framework Build production-ready web applications with Django MVC, ORM Skill("python-developer-plugin:django-framework")
python-fundamentals Master Python syntax, data types, control flow, functions, O Skill("python-developer-plugin:python-fundamentals")
poetry-packaging Master Python package management with Poetry, dependency res Skill("python-developer-plugin:poetry-packaging")
python-performance Master Python optimization techniques, profiling, memory man Skill("python-developer-plugin:python-performance")

⌨️ Commands

Command Description
/skill-assessment assessment
/project-builder builder
/agent-guide guide
/roadmap /roadmap

📚 Documentation

Document Description
CHANGELOG.md Version history
CONTRIBUTING.md How to contribute
LICENSE License information

📁 Project Structure

Click to expand 
custom-plugin-python/
├── 📁 .claude-plugin/
│   ├── plugin.json
│   └── marketplace.json
├── 📁 agents/              # 8 agents
├── 📁 skills/              # 12 skills (Golden Format)
├── 📁 commands/            # 4 commands
├── 📁 hooks/
├── 📄 README.md
├── 📄 CHANGELOG.md
└── 📄 LICENSE

📅 Metadata

Field Value
Version 2.0.0
Last Updated 2025-12-29
Status Production Ready
SASMP v1.3.0
Agents 8
Skills 12
Commands 4

🤝 Contributing

Contributions are welcome! Please read our Contributing Guide.

  1. Fork the repository
  2. Create your feature branch
  3. Follow the Golden Format for new skills
  4. Submit a pull request

⚠️ Security

Important: This repository contains third-party code and dependencies.

  • ✅ Always review code before using in production
  • ✅ Check dependencies for known vulnerabilities
  • ✅ Follow security best practices
  • ✅ Report security issues privately via Issues

📝 License

Copyright © 2025 Dr. Umit Kacar & Muhsin Elcicek

Custom License - See LICENSE for details.

👥 Contributors

Dr. Umit Kacar
Senior AI Researcher & Engineer 		Muhsin Elcicek
Senior Software Architect

Made with ❤️ for the Claude Code Community

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