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

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What is this?

Ai Engineer Assistant is a Claude Code plugin with 6 agents and 8 skills for ai engineer development.

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📑 Table of Contents

Click to expand

• Quick Start
• Features
• Agents
• Skills
• Commands
• Documentation
• Contributing
• License

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🚀 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 add marketplace pluginagentmarketplace/custom-plugin-ai-engineer

# Step 2️⃣ Install the plugin
/plugin install ai-engineer-plugin@pluginagentmarketplace-ai-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-ai-engineer.git
cd custom-plugin-ai-engineer

# Load locally
/plugin load .

# Restart Claude Code

✅ Verify Installation

After restart, you should see these agents:

ai-engineer-plugin:04-fine-tuning
ai-engineer-plugin:03-rag-systems
ai-engineer-plugin:06-ai-agents
ai-engineer-plugin:02-prompt-engineering
ai-engineer-plugin:05-evaluation-monitoring
... and 1 more

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✨ Features

Feature	Description
🤖 6 Agents	Specialized AI agents for ai engineer tasks
🛠️ 8 Skills	Reusable capabilities with Golden Format
⌨️ 1 Commands	Quick slash commands
🔄 SASMP v1.3.0	Full protocol compliance

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🤖 Agents

6 Specialized Agents

#	Agent	Purpose
1	04-fine-tuning	Master LLM fine-tuning techniques including LoRA, QLoRA, and
2	03-rag-systems	Build production RAG systems with vector databases, embeddin
3	06-ai-agents	Build autonomous AI agents with tool use, planning, and mult
4	02-prompt-engineering	Master prompt design, optimization techniques, and effective
5	05-evaluation-monitoring	Implement LLM evaluation frameworks, monitoring, and observa
6	01-llm-fundamentals	Master LLM architecture, tokenization, transformer models, a

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🛠️ Skills

Available Skills

Skill	Description	Invoke
vector-databases	Vector database selection, indexing strategies, and semantic	Skill("ai-engineer-plugin:vector-databases")
model-deployment	LLM deployment strategies including vLLM, TGI, and cloud inf	Skill("ai-engineer-plugin:model-deployment")
rag-systems	Retrieval Augmented Generation systems with vector search, d	Skill("ai-engineer-plugin:rag-systems")
prompt-engineering	Prompt design, optimization, few-shot learning, and chain of	Skill("ai-engineer-plugin:prompt-engineering")
llm-basics	LLM architecture, tokenization, transformers, and inference	Skill("ai-engineer-plugin:llm-basics")
fine-tuning	LLM fine-tuning with LoRA, QLoRA, and instruction tuning for	Skill("ai-engineer-plugin:fine-tuning")
agent-frameworks	AI agent development with LangChain, CrewAI, AutoGen, and to	Skill("ai-engineer-plugin:agent-frameworks")
evaluation-metrics	LLM evaluation frameworks, benchmarks, and quality metrics f	Skill("ai-engineer-plugin:evaluation-metrics")

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⌨️ Commands

Command	Description
/ai-engineer	AI Engineer assistant for LLM development, RAG systems, and

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📚 Documentation

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

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📁 Project Structure

Click to expand

custom-plugin-ai-engineer/
├── 📁 .claude-plugin/
│   ├── plugin.json
│   └── marketplace.json
├── 📁 agents/              # 6 agents
├── 📁 skills/              # 8 skills (Golden Format)
├── 📁 commands/            # 1 commands
├── 📁 hooks/
├── 📄 README.md
├── 📄 CHANGELOG.md
└── 📄 LICENSE

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📅 Metadata

Field	Value
Version	1.0.0
Last Updated	2025-12-29
Status	Production Ready
SASMP	v1.3.0
Agents	6
Skills	8
Commands	1

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🤝 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

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⚠️ 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

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📝 License

Copyright © 2025 Dr. Umit Kacar & Muhsin Elcicek

Custom License - See LICENSE for details.

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👥 Contributors

Dr. Umit Kacar Senior AI Researcher & Engineer

Muhsin Elcicek Senior Software Architect

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Made with ❤️ for the Claude Code Community