claude-automation-recommender

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Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations, wants to optimize their Claude Code setup, mentions improving Claude Code workflows, asks how to first set up Claude Code for a project, or wants to know what Claude Code features they should use.

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#MCP servers#recommend#MCP#Codebase Signal#skills#recommendations#claude-code#Database MCP

Third-Party Agent Skill: Review the code before installing. Agent skills execute in your AI assistant's environment and can access your files. Learn more about security

Installation for Agentic Skill

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Claude Code (CLI) Fast

skilz install anthropics/claude-plugins-official/claude-automation-recommender

OpenCode (CLI) Fast

skilz install anthropics/claude-plugins-official/claude-automation-recommender --agent opencode

OpenAI Codex (CLI) Native

skilz install anthropics/claude-plugins-official/claude-automation-recommender --agent codex

Gemini CLI (Project) Project

skilz install anthropics/claude-plugins-official/claude-automation-recommender --agent gemini

First time? Install Skilz: pip install skilz

Works with 22+ AI coding assistants

Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...

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For Claude Desktop Easy

Download Agent Skill ZIP

Extract and copy to ~/.claude/skills/ then restart Claude Desktop

Manual Installation

1. Clone the repository:

git clone https://github.com/anthropics/claude-plugins-official

2. Copy the agent skill directory:

cp -r claude-plugins-official/plugins/claude-code-setup/skills/claude-automation-recommender ~/.claude/skills/

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AI-Detected Topics

Extracted using NLP analysis

MCP servers recommend MCP Codebase Signal skills recommendations claude-code Database MCP codebase mcp

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