statistics-math
Data Engineer Plugin - ETL pipelines, data infrastructure, and data processing tools
Installation
CLI
npx skills add https://github.com/pluginagentmarketplace/custom-plugin-data-engineer --skill statistics-mathInstall this skill with the CLI and start using the SKILL.md workflow in your workspace.
Last updated 4/22/2026
📦 Install Now · 🤖 Explore Agents · 📖 Documentation · ⭐ Star this repo
What is this?
Data Engineer Assistant is a Claude Code plugin with 6 agents and 21 skills for data engineer 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-data-engineer
# Step 2️⃣ Install the plugin
/plugin install data-engineer-development-assistant@pluginagentmarketplace-data-engineer
# 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-engineer.git
cd custom-plugin-data-engineer
# Load locally
/plugin load .
# Restart Claude Code
✅ Verify Installation
After restart, you should see these agents:
data-engineer-development-assistant:03-devops-engineer
data-engineer-development-assistant:01-data-engineer
data-engineer-development-assistant:02-backend-developer
data-engineer-development-assistant:04-data-scientist
data-engineer-development-assistant:05-cloud-engineer
... and 1 more
✨ Features
| Feature | Description |
|---|---|
| 🤖 6 Agents | Specialized AI agents for data engineer tasks |
| 🛠️ 21 Skills | Reusable capabilities with Golden Format |
| ⌨️ 7 Commands | Quick slash commands |
| 🔄 SASMP v1.3.0 | Full protocol compliance |
🤖 Agents
6 Specialized Agents
| # | Agent | Purpose |
|---|---|---|
| 1 | 03-devops-engineer | Master infrastructure automation, deployment pipelines, and |
| 2 | 01-data-engineer | Master data pipelines, ETL systems, database design, and big |
| 3 | 02-backend-developer | Build robust, scalable backend systems and APIs that power m |
| 4 | 04-data-scientist | Transform data into actionable insights using machine learni |
| 5 | 05-cloud-engineer | Design and manage cloud infrastructure and data platforms on |
| 6 | 06-ml-ai-engineer | Master artificial intelligence, large language models, gener |
🛠️ Skills
Available Skills
| Skill | Description | Invoke |
|---|---|---|
deep-learning |
TensorFlow, PyTorch, CNNs, RNNs, transformers, neural networ | Skill("data-engineer-development-assistant:deep-learning") |
big-data |
Apache Spark, Hadoop, distributed computing, and large-scale | Skill("data-engineer-development-assistant:big-data") |
api-development |
REST APIs, GraphQL, FastAPI, data service design, and integr | Skill("data-engineer-development-assistant:api-development") |
etl-tools |
Apache Airflow, Spark, Kafka, Flink, dbt, and modern data tr | Skill("data-engineer-development-assistant:etl-tools") |
cloud-platforms |
AWS, Azure, GCP data platforms and cloud-native data solutio | Skill("data-engineer-development-assistant:cloud-platforms") |
mlops |
Model versioning, MLflow, experiment tracking, model registr | Skill("data-engineer-development-assistant:mlops") |
data-warehousing |
Snowflake, BigQuery, Redshift, Delta Lake, and data warehous | Skill("data-engineer-development-assistant:data-warehousing") |
containerization |
Docker, Kubernetes, and container orchestration for data app | Skill("data-engineer-development-assistant:containerization") |
sql-databases |
SQL query optimization, schema design, indexing, and relatio | Skill("data-engineer-development-assistant:sql-databases") |
cicd-pipelines |
Jenkins, GitHub Actions, GitLab CI, and automated data pipel | Skill("data-engineer-development-assistant:cicd-pipelines") |
| ... | +11 more | See skills/ directory |
⌨️ Commands
| Command | Description |
|---|---|
/choose-role |
🎯 Choose Role - Pick Your Data Specialty |
/project-ideas |
🚀 Project Ideas - Build Your Portfolio |
/skill-deep-dive |
🔍 Skill Deep Dive - Master Any Technology |
/assessment |
📋 Assessment - Evaluate Your Knowledge |
/roadmap-status |
📊 Roadmap Status - Track Your Progress |
/interview-prep |
💼 Interview Prep - Get Data Engineering Jobs |
/start-learning |
🚀 Start Learning - Data Engineering Roadmap |
📚 Documentation
| Document | Description |
|---|---|
| CHANGELOG.md | Version history |
| CONTRIBUTING.md | How to contribute |
| LICENSE | License information |
📁 Project Structure
Click to expand
custom-plugin-data-engineer/
├── 📁 .claude-plugin/
│ ├── plugin.json
│ └── marketplace.json
├── 📁 agents/ # 6 agents
├── 📁 skills/ # 21 skills (Golden Format)
├── 📁 commands/ # 7 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 | 6 |
| Skills | 21 |
| Commands | 7 |
🤝 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
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
