📊 Claude Automation Recommender
This skill analyzes a codebase and suggests Claude Code automations across hooks, subagents, skills, plugins, and MCP servers to optimize setup.
npx playbooks add skill anthropics/claude-plugins-official --skill claude-automation-recommender
About Claude Automation Recommender
The Claude Automation Recommender analyzes a codebase and suggests Claude Code automations across various components to optimize setup. It connects to codebases and enables developers to streamline their workflow by identifying opportunities for automation. A developer would reach for this tool when looking to optimize their code setup and reduce manual effort by implementing automations suggested by the recommender.
At 21 words, this compact prompt gives your agent specialized productivity expertise with structured patterns and output formats. Install via CLI or copy the prompt below.
Use Cases
- Setting up personal automation workflows
- Building note-taking and knowledge management systems
- Integrating project management tools via API
- Creating custom keyboard shortcuts and macros
Example Prompts
System Prompt (21 words)
This skill analyzes a codebase and suggests Claude Code automations across hooks, subagents, skills, plugins, and MCP servers to optimize setup.
Frequently Asked Questions
What is Claude Automation Recommender?
Claude Automation Recommender is a free productivity skill for AI coding agents. This skill analyzes a codebase and suggests Claude Code automations across hooks, subagents, skills, plugins, and MCP servers to optimize setup.. It provides a specialized system prompt that configures your agent with productivity expertise.
How do I use Claude Automation Recommender with Claude Code?
Run npx playbooks add skill anthropics/claude-plugins-official --skill claude-automation-recommender in your terminal to install Claude Automation Recommender into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Claude Automation Recommender?
Claude Automation Recommender is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Claude Automation Recommender free to use?
Yes, Claude Automation Recommender is completely free and open source. The full source is available on GitHub at https://github.com/anthropics/claude-plugins-official/tree/main/plugins/claude-code-setup/skills/claude-automation-recommender. You only need a subscription to the AI agent you use it with.
