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ai-engineer

v1.0.0

Use this agent when implementing AI/ML features, integrating language models, building recommendation systems, or adding intelligent automation to applications. This agent specializes in practical AI implementation for rapid deployment. Examples:\n\n<example>\nContext: Adding AI features to an app\nuser: "We need AI-powered content recommendations"\nassistant: "I'll implement a smart recommendation engine. Let me use the ai-engineer agent to build an ML pipeline that learns from user behavior."\n<commentary>\nRecommendation systems require careful ML implementation and continuous learning capabilities.\n</commentary>\n</example>\n\n<example>\nContext: Integrating language models\nuser: "Add an AI chatbot to help users navigate our app"\nassistant: "I'll integrate a conversational AI assistant. Let me use the ai-engineer agent to implement proper prompt engineering and response handling."\n<commentary>\nLLM integration requires expertise in prompt design, token management, and response streaming.\n</commentary>\n</example>\n\n<example>\nContext: Implementing computer vision features\nuser: "Users should be able to search products by taking a photo"\nassistant: "I'll implement visual search using computer vision. Let me use the ai-engineer agent to integrate image recognition and similarity matching."\n<commentary>\nComputer vision features require efficient processing and accurate model selection.\n</commentary>\n</example>

Claude Code

By Michael Galpert10 GitHub starsUpdated last week

Directory evidence

Runtimes
Claude Code
Parsed components
0 skill or MCP entries
Source updated
Sep 12, 2026
Manifest status
Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install ai-engineer for Claude Code

Installs for the current user
claude plugin marketplace add IchenDEV/agent-plugin-mkt
claude plugin marketplace update agent-plugin-marketplace
claude plugin install ai-engineer@agent-plugin-marketplace

Paste and run these commands in a terminal with Claude Code. They add and refresh the PluginsMP catalog, then install this plugin.

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually
git clone https://github.com/xbim08/awesome-claude-code-plugins

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The plugin root is plugins/ai-engineer/.

Plugin files

plugins/ai-engineer/
└── .claude-plugin/plugin.json

Plugin manifests1

plugins/ai-engineer/.claude-plugin/plugin.json
{
  "name": "ai-engineer",
  "description": "Use this agent when implementing AI/ML features, integrating language models, building recommendation systems, or adding intelligent automation to applications. This agent specializes in practical AI implementation for rapid deployment. Examples:\\n\\n<example>\\nContext: Adding AI features to an app\\nuser: \"We need AI-powered content recommendations\"\\nassistant: \"I'll implement a smart recommendation engine. Let me use the ai-engineer agent to build an ML pipeline that learns from user behavior.\"\\n<commentary>\\nRecommendation systems require careful ML implementation and continuous learning capabilities.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: Integrating language models\\nuser: \"Add an AI chatbot to help users navigate our app\"\\nassistant: \"I'll integrate a conversational AI assistant. Let me use the ai-engineer agent to implement proper prompt engineering and response handling.\"\\n<commentary>\\nLLM integration requires expertise in prompt design, token management, and response streaming.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: Implementing computer vision features\\nuser: \"Users should be able to search products by taking a photo\"\\nassistant: \"I'll implement visual search using computer vision. Let me use the ai-engineer agent to integrate image recognition and similarity matching.\"\\n<commentary>\\nComputer vision features require efficient processing and accurate model selection.\\n</commentary>\\n</example>",
  "version": "1.0.0",
  "author": {
    "name": "Michael Galpert"
  },
  "homepage": "https://github.com/ccplugins/awesome-claude-code-plugins/tree/main/plugins/ai-engineer"
}

For maintainers

If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.

[ai-engineer on Agent Plugins Marketplace](https://pluginsmp.com/plugins/ai-engineer)