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claude-automation-recommender

Analyze codebases to recommend Claude Code automations like MCP servers, skills, and hooks.

3|Updated May 3, 2026
Search Tags:#automation#code analysis#hooks#skills#subagents#mcp servers
One-click install
npx skills add https://github.com/chloebrett/slay --skill claude-automation-recommender-chloebrett
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/chloebrett/slay/tree/main/.claude/plugins/marketplaces/claude-plugins-official/plugins/claude-code-setup/skills/claude-automation-recommender
Command: npx skills add https://github.com/chloebrett/slay --skill claude-automation-recommender-chloebrett

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines the process of analyzing a codebase and suggesting relevant Claude Code automations, saving developers time in optimizing their workflows.

Core Features & Use Cases

  • Codebase Analysis: Inspects project dependencies, structure, and configurations.
  • Tailored Recommendations: Suggests suitable MCP servers, skills, hooks, subagents, and plugins based on detected patterns.
  • Use Case: A developer onboarding a new project can quickly identify automation opportunities to improve efficiency and code quality.

Quick Start

Provide your project directory to Claude and ask for automation recommendations based on its code structure and dependencies.

Frequently Asked Questions about claude-automation-recommender

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get automation recommendations for my codebase?▼

To get automation recommendations, provide your project directory to Claude and ask for suggestions. The Skill analyzes code structure and dependencies to generate tailored MCP servers, skills, and hooks.

What kind of automations can Claude Code suggest for my project?▼

Claude Code can suggest MCP servers, skills, hooks, subagents, and plugins based on detected code patterns and dependencies. These recommendations aim to enhance development workflows and improve code review.

Can I use this to optimize a new project's development workflow?▼

Yes, developers onboarding a new project can use this to quickly identify automation opportunities. By inspecting project dependencies and structure, it suggests suitable tools to improve efficiency and code quality.

How does code analysis identify suitable hooks and MCP servers?▼

Code analysis identifies suitable hooks and MCP servers by parsing project files and dependencies using Read, Glob, Grep, and Bash tools. It detects code patterns to generate tailored automation suggestions.

Do I need specific dependencies installed to analyze code for automation suggestions?▼

No specific dependencies are required to analyze code for automation suggestions. The Skill relies on standard tools like Read, Glob, Grep, and Bash to parse your existing project files and configurations.

What's the best way to integrate suggested subagents into my development workflow?▼

The best way to integrate suggested subagents is by applying the tailored recommendations generated from your codebase analysis. This ensures the subagents and plugins match your specific project patterns and dependencies.

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