Ai Engineer Assistant

[![Version](https://img.shields.io/badge/Version-1.1.0-blue?style=for-the-badge)](https://github.com/pluginagentmarketplace/custom-plugin-ai-engineer/releases) [![License](https://img.shields.io/badge/License-Custom-yellow?style=for-the-badge)](LICENSE) [![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)](#) [![Agents](https://img.shields.io/badge/Agents-6-orange?style=flat-square&logo=robot)](#-agents) [![Skills](https://img.shields.io/badge/Skills-8-purple?style=flat-square&logo=lightning)](#-skills) [![Commands](https://img.shields.io/badge/Commands-3-green?style=flat-square&logo=terminal)](#-commands)
[📦 **Install Now**](#-quick-start) · [🤖 **Explore Agents**](#-agents) · [📖 **Documentation**](#-documentation) · [⭐ **Star this repo**](https://github.com/pluginagentmarketplace/custom-plugin-ai-engineer) --- ### What is this? > **Ai Engineer Assistant** is a Claude Code plugin with **6 agents** and **8 skills** for ai engineer development.

--- ## 📑 Table of Contents

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

--- ## 🚀 Quick Start ### Prerequisites - Claude Code CLI v2.0.27+ - Active Claude subscription ### Installation (Choose One)

Option 1: From Marketplace (Recommended)

```bash # Step 1️⃣ Add the marketplace /plugin marketplace add 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

```bash # 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 ``` --- ## ✨ Features | Feature | Description | |---------|-------------| | 🤖 **6 Agents** | Specialized AI agents for ai engineer tasks | | 🛠️ **8 Skills** | Reusable capabilities with Golden Format | | ⌨️ **3 Commands** | Quick slash commands | | 🔄 **SASMP v1.3.0** | Full protocol compliance | --- ## 🤖 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 | --- ## 🛠️ 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")` | --- ## ⌨️ Commands | Command | Description | |---------|-------------| | `/ai-engineer` | AI Engineer assistant for LLM development, RAG systems, and AI applications | | `/prompt-lab` | Interactive prompt engineering lab for designing, testing, and optimizing prompts | | `/rag-builder` | RAG system builder for creating production-ready retrieval augmented generation pipelines | --- ## 📚 Documentation | Document | Description | |----------|-------------| | [CHANGELOG.md](CHANGELOG.md) | Version history | | [CONTRIBUTING.md](CONTRIBUTING.md) | How to contribute | | [LICENSE](LICENSE) | License information | --- ## 📁 Project Structure

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``` custom-plugin-ai-engineer/ ├── 📁 .claude-plugin/ │ ├── plugin.json │ └── marketplace.json ├── 📁 agents/ # 6 agents ├── 📁 skills/ # 8 skills (Golden Format) ├── 📁 commands/ # 3 commands ├── 📁 hooks/ ├── 📄 README.md ├── 📄 CHANGELOG.md └── 📄 LICENSE ```

--- ## 📅 Metadata | Field | Value | |-------|-------| | **Version** | 1.1.0 | | **Last Updated** | 2025-12-30 | | **Status** | Production Ready | | **SASMP** | v1.3.0 | | **Agents** | 6 | | **Skills** | 8 | | **Commands** | 3 | --- ## 🤝 Contributing Contributions are welcome! Please read our [Contributing Guide](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](../../issues) --- ## 📝 License Copyright © 2025 **Dr. Umit Kacar** & **Muhsin Elcicek** Custom License - See [LICENSE](LICENSE) for details. --- ## 👥 Contributors

Dr. Umit Kacar
Senior AI Researcher & Engineer

Muhsin Elcicek
Senior Software Architect

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**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)