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Claude Code Automation Recommender

Scan a project and get tailored hooks, subagents, skills and MCP servers.

Official Anthropicby AnthropicChecked October 18, 2026

An official Anthropic plugin skill that looks at your codebase and recommends how to set up Claude Code for it. It is a practical first step for anyone new to hooks, subagents, plugins and MCP servers.

Who it is for

  • New Claude Code users
  • Developers
  • Team leads

Prompts to try

Once the skill is installed, ask for the result in plain words. Claude picks the skill up on its own.

Prompt 1
How should I set up Claude Code for this project?
Prompt 2
Recommend automations to speed up my workflow in this repo
Prompt 3
Which MCP servers and hooks would help here?

How to install it

In Claude Code

  1. /plugin install claude-code-setup@claude-plugins-official

In Claude.ai

Not practical in Claude.ai because it analyzes a local codebase and Claude Code settings, so use Claude Code.

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How we checked it

Confirmed SKILL.md at plugins/claude-code-setup/skills/claude-automation-recommender/SKILL.md in anthropics/claude-plugins-official via the GitHub API; skill folder last changed 2026-05-28, repo has 41,644 stars and was pushed 2026-10-17; maintained by Anthropic inside its official plugin marketplace repo.

Source: github.com/anthropics/claude-plugins-official/tree/main/plugins/claude-code-setup/skills/claude-automation-recommender