Overview
claude-automation-recommender is an open-source workflow skill for Claude Code, published by CherryHQ. Its author describes it as: “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 improvi…”. The project has 52k stars on GitHub and is available under the AGPL-3.0-only license. Add it to your setup with `git clone https://github.com/CherryHQ/cherry-studio ~/.claude/skills/claude-automation-recommender`.
What claude-automation-recommender does
Analyze codebase patterns to recommend tailored Claude Code automations across all extensibility options.
Best for
What’s inside
The SKILL.md for claude-automation-recommender is organised into these sections:
- Output Guidelines
- Automation Types Overview
- Workflow
- Phase 0: Confirm Before Scanning（Cherry Studio addition）
- Phase 1: Codebase Analysis
- Phase 2: Generate Recommendations
- Phase 3: Output Recommendations Report
- Decision Framework
- When to Recommend MCP Servers
- When to Recommend Skills
- When to Recommend Hooks
- When to Recommend Subagents
Installation
Add claude-automation-recommender to your agent with:
git clone https://github.com/CherryHQ/cherry-studio ~/.claude/skills/claude-automation-recommenderReview a skill’s source before installing it — skills can instruct your agent to run commands. This command comes from the skill’s public repository, which is the source of truth for setup steps. New to skills? Read how to install Claude Code skills.
Supported agents
- Claude Code — named in the skill.md
- Codex — declared in the repository topics
License
claude-automation-recommender is published under the AGPL-3.0-only license.
Strengths
- Clear AGPL-3.0-only license — safe to read and adapt within its terms
- Ships in CherryHQ/cherry-studio, an established project with 52,047 GitHub stars
- Works with Claude Code, Codex
- Actively maintained — repository updated in the last 30 days
- Its repository gained 2,583 GitHub stars over the last 47 days
Author
Topics
Frequently asked questions
- What does claude-automation-recommender do?
- 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.
- How do I install claude-automation-recommender?
- Run git clone https://github.com/CherryHQ/cherry-studio ~/.claude/skills/claude-automation-recommender in your agent, then reload your skills. Review the source at https://github.com/CherryHQ/cherry-studio before installing.
- Is claude-automation-recommender free to use?
- Yes. claude-automation-recommender is free and open source under the AGPL-3.0-only license, so you can read, run, and adapt it within that license's terms.
- Which agents does claude-automation-recommender work with?
- claude-automation-recommender lists Claude Code and Codex — named in its SKILL.md, its plugin marketplace or its repository topics. Skills use the portable SKILL.md format, so other agents that read that format may load it too.
- Where does claude-automation-recommender come from?
- claude-automation-recommender ships inside CherryHQ/cherry-studio, a repository that contains 37 catalogued skills in total. The repository's 52,047 GitHub stars apply to that whole collection, not to this skill on its own.
