custom-plugin-data-analyst

内容来源：README.md（说明文档） · 原始地址 · 查看安装指南

原始内容

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[![Version](https://img.shields.io/badge/Version-1.0.0-blue?style=for-the-badge)](https://github.com/pluginagentmarketplace/custom-plugin-data-analyst/releases)
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[![Status](https://img.shields.io/badge/Status-Production-brightgreen?style=for-the-badge)](#)
[![SASMP](https://img.shields.io/badge/SASMP-v1.3.0-blueviolet?style=for-the-badge)](#)

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[![Agents](https://img.shields.io/badge/Agents-8-orange?style=flat-square&logo=robot)](#-agents)
[![Skills](https://img.shields.io/badge/Skills-12-purple?style=flat-square&logo=lightning)](#-skills)
[![Commands](https://img.shields.io/badge/Commands-4-green?style=flat-square&logo=terminal)](#-commands)

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[📦 **Install Now**](#-quick-start) · [🤖 **Explore Agents**](#-agents) · [📖 **Documentation**](#-documentation) · [⭐ **Star this repo**](https://github.com/pluginagentmarketplace/custom-plugin-data-analyst)

---

### What is this?

> **Data Analyst Assistant** is a Claude Code plugin with **8 agents** and **12 skills** for data analyst development.

</div>

---

## 📑 Table of Contents

<details>
<summary>Click to expand</summary>

- [Quick Start](#-quick-start)
- [Features](#-features)
- [Agents](#-agents)
- [Skills](#-skills)
- [Commands](#-commands)
- [Documentation](#-documentation)
- [Contributing](#-contributing)
- [License](#-license)

</details>

---

## 🚀 Quick Start

### Prerequisites

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

### Installation (Choose One)

<details open>
<summary><strong>Option 1: From Marketplace (Recommended)</strong></summary>

```bash
# Step 1️⃣ Add the marketplace
/plugin marketplace add pluginagentmarketplace/custom-plugin-data-analyst

# Step 2️⃣ Install the plugin
/plugin install data-analyst-roadmap@pluginagentmarketplace-data-analyst

# Step 3️⃣ Restart Claude Code
# Close and reopen your terminal/IDE
```

</details>

<details>
<summary><strong>Option 2: Local Installation</strong></summary>

```bash
# Clone the repository
git clone https://github.com/pluginagentmarketplace/custom-plugin-data-analyst.git
cd custom-plugin-data-analyst

# Load locally
/plugin load .

# Restart Claude Code
```

</details>

### ✅ Verify Installation

After restart, you should see these agents:

```
data-analyst-roadmap:04-visualization-architect
data-analyst-roadmap:05-programming-expert
data-analyst-roadmap:03-statistics-specialist
data-analyst-roadmap:01-foundations-specialist
data-analyst-roadmap:06-advanced-analytics-specialist
... and 2 more
```

---

## ✨ Features

| Feature | Description |
|---------|-------------|
| 🤖 **8 Agents** | Specialized AI agents for data analyst 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 | **04-visualization-architect** | Master Power BI, Tableau, dashboards, and data storytelling  |
| 2 | **05-programming-expert** | Master Python, R, pandas, NumPy, and data manipulation to au |
| 3 | **03-statistics-specialist** | Master statistical analysis, hypothesis testing, probability |
| 4 | **01-foundations-specialist** | Master spreadsheet applications, data fundamentals, and data |
| 5 | **06-advanced-analytics-specialist** | Master regression, predictive modeling, machine learning, an |
| 6 | **02-sql-databases-expert** | Master SQL querying, database design, data retrieval, and be |
| 7 | **07-career-coach** | Master career development, communication, leadership, and ad |

---

## 🛠️ Skills

### Available Skills

| Skill | Description | Invoke |
|-------|-------------|--------|

---

## ⌨️ Commands

| Command | Description |
|---------|-------------|
| `/explore` | /explore |
| `/learn` | /learn |
| `/progress` | /progress |
| `/projects` | /projects |

---

## 📚 Documentation

| Document | Description |
|----------|-------------|
| [CHANGELOG.md](https://github.com/pluginagentmarketplace/custom-plugin-data-analyst/blob/HEAD/CHANGELOG.md) | Version history |
| [CONTRIBUTING.md](https://github.com/pluginagentmarketplace/custom-plugin-data-analyst/blob/HEAD/CONTRIBUTING.md) | How to contribute |
| [LICENSE](https://github.com/pluginagentmarketplace/custom-plugin-data-analyst/tree/HEAD/LICENSE) | License information |

---

## 📁 Project Structure

<details>
<summary>Click to expand</summary>

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

</details>

---

## 📅 Metadata

| Field | Value |
|-------|-------|
| **Version** | 1.0.0 |
| **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](https://github.com/pluginagentmarketplace/custom-plugin-data-analyst/blob/HEAD/CONTRIBUTING.md).

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](https://github.com/pluginagentmarketplace/custom-plugin-data-analyst/tree/HEAD/../../issues)

---

## 📝 License

Copyright © 2025 **Dr. Umit Kacar** & **Muhsin Elcicek**

Custom License - See [LICENSE](https://github.com/pluginagentmarketplace/custom-plugin-data-analyst/tree/HEAD/LICENSE) for details.

---

## 👥 Contributors

<table>
<tr>
<td align="center">
<strong>Dr. Umit Kacar</strong><br/>
Senior AI Researcher & Engineer
</td>
<td align="center">
<strong>Muhsin Elcicek</strong><br/>
Senior Software Architect
</td>
</tr>
</table>

---

<div align="center">

**Made with ❤️ for the Claude Code Community**

[![GitHub](https://img.shields.io/badge/GitHub-pluginagentmarketplace-black?style=for-the-badge&logo=github)](https://github.com/pluginagentmarketplace)

</div>

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

What is this?

Data Analyst Assistant is a Claude Code plugin with 8 agents and 12 skills for data analyst development.

📑 Table of Contents

Click to expand

Quick Start
Features
Agents
Skills
Commands
Documentation
Contributing
License

🚀 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-data-analyst

# Step 2️⃣ Install the plugin
/plugin install data-analyst-roadmap@pluginagentmarketplace-data-analyst

# 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-data-analyst.git
cd custom-plugin-data-analyst

# Load locally
/plugin load .

# Restart Claude Code

✅ Verify Installation

After restart, you should see these agents:

data-analyst-roadmap:04-visualization-architect
data-analyst-roadmap:05-programming-expert
data-analyst-roadmap:03-statistics-specialist
data-analyst-roadmap:01-foundations-specialist
data-analyst-roadmap:06-advanced-analytics-specialist
... and 2 more

✨ Features

Feature	Description
🤖 8 Agents	Specialized AI agents for data analyst 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	04-visualization-architect	Master Power BI, Tableau, dashboards, and data storytelling
2	05-programming-expert	Master Python, R, pandas, NumPy, and data manipulation to au
3	03-statistics-specialist	Master statistical analysis, hypothesis testing, probability
4	01-foundations-specialist	Master spreadsheet applications, data fundamentals, and data
5	06-advanced-analytics-specialist	Master regression, predictive modeling, machine learning, an
6	02-sql-databases-expert	Master SQL querying, database design, data retrieval, and be
7	07-career-coach	Master career development, communication, leadership, and ad

🛠️ Skills

Available Skills

Skill	Description	Invoke

⌨️ Commands

Command	Description
`/explore`	/explore
`/learn`	/learn
`/progress`	/progress
`/projects`	/projects

📚 Documentation

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

📁 Project Structure

Click to expand

custom-plugin-data-analyst/
├── 📁 .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	1.0.0
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.

Fork the repository
Create your feature branch
Follow the Golden Format for new skills
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

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