Claude Automation Recommender

Claude Automation Recommender is an AI Engineering skill for Claude Code, published by anthropics in claude-plugins-official.

33.5K stars3.8K forkson anthropics/claude-plugins-officialAdded 2026/08/13Repository updated 2026/08/13

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claude-codemcpskills

Install in seconds

Install Claude Automation Recommender

Copy Claude Automation Recommender into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/anthropics/claude-plugins-official/tree/main/plugins/claude-code-setup/skills/claude-automation-recommender ~/.claude/skills/claude-automation-recommender

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

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

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: plugins/claude-code-setup/skills/claude-automation-recommender/SKILL.md in anthropics/claude-plugins-official
Installs to: ~/.claude/skills/claude-automation-recommender
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Claude Automation Recommender does

Claude Automation Recommender analyzes a codebase to recommend tailored Claude Code automations such as hooks, subagents, skills, plugins, and MCP servers. Use it when setting up Claude Code for a project or optimizing existing workflows.

Claude Automation Recommender is cataloged under AI Engineering on DirSkills. Claude Automation Recommender comes from a repository tagged claude-code, mcp and skills.

Documentation

README

Excerpt

Claude Automation Recommender

Analyze codebase patterns to recommend tailored Claude Code automations across all extensibility options.

This skill is read-only. It analyzes the codebase and outputs recommendations. It does NOT create or modify any files. Users implement the recommendations themselves or ask Claude separately to help build them.

Output Guidelines

This is the opening of the README. Read the full README on GitHub.

Commands Claude Automation Recommender provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/skill-name

Frequently asked about Claude Automation Recommender

What else does anthropics publish alongside Claude Automation Recommender?
Claude Automation Recommender is one of 25 skills that DirSkills catalogs from anthropics/claude-plugins-official, the repository it ships in. Its siblings there include Agent Development, Build MCP App and Build MCP Server. Each one is a separate skill with its own page in this directory, installs the same way Claude Automation Recommender does, and is maintained by anthropics in that same repository. The rest of the collection is listed on the anthropics/claude-plugins-official page.
How does Claude Automation Recommender compare to other AI Engineering skills?
Claude Automation Recommender ranks #159 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Claude Automation Recommender against them. Open each page to compare what they document and how they install.