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mahmoud20138
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claude-automation-recommender

Analyze a codebase to recommend Claude Code automations like hooks and MCP servers.

10|2|Updated Mar 8, 2026
Search Tags:#automation#developer tools#code analysis#claude code#hooks#workflow optimization#mcp servers
One-click install
npx skills add https://github.com/mahmoud20138/Claude-Skills-Collection --skill claude-automation-recommender-mahmoud20138
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/mahmoud20138/Claude-Skills-Collection/tree/main/03-Claude-Plugin-Skills/skills/claude-automation-recommender
Command: npx skills add https://github.com/mahmoud20138/Claude-Skills-Collection --skill claude-automation-recommender-mahmoud20138

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps users optimize their Claude Code setup by analyzing their codebase and recommending the most suitable automations across various categories like hooks, subagents, skills, plugins, and MCP servers.

Core Features & Use Cases

  • Codebase Analysis: Scans project files (package.json, etc.) to understand the tech stack.
  • Tailored Recommendations: Suggests specific automations (e.g., Prettier hook, context7 MCP server) based on detected patterns.
  • Use Case: A developer is starting a new project and wants to leverage Claude Code for maximum efficiency. They run this Skill, which analyzes their React/FastAPI project and recommends setting up a Prettier hook for auto-formatting, the context7 MCP for documentation lookup, and a Playwright MCP for frontend testing.

Quick Start

Analyze my current project and suggest Claude Code automations.

Frequently Asked Questions about claude-automation-recommender

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

FAQPage Schema
How do I optimize Claude Code automations for my existing codebase?▼

To optimize Claude Code automations, this Skill analyzes your codebase to identify project types, frameworks, and dependencies, then recommends tailored hooks, subagents, skills, plugins, and MCP servers for your specific workflow.

What is the best way to configure Claude Code hooks and MCP servers?▼

The best way to configure Claude Code hooks and MCP servers is by analyzing project files like package.json to detect your tech stack, which allows generating tailored automation recommendations for auto-formatting and documentation lookup.

How does codebase analysis recommend relevant Claude Code subagents and plugins?▼

Codebase analysis recommends relevant Claude Code subagents and plugins by scanning existing configurations and dependencies to identify patterns, suggesting specific automations like a Prettier hook or Playwright MCP for frontend testing.

Can I use Claude Code workflow optimization for a React and FastAPI project?▼

Yes, you can use Claude Code workflow optimization for a React and FastAPI project. The Skill detects these frameworks during codebase analysis and recommends specific automations like Prettier hooks and context7 MCP servers.

Do I need specific dependencies to recommend Claude Code skills and hooks?▼

No specific dependencies are required to recommend Claude Code skills and hooks. The Skill operates by scanning existing project files and configurations to determine the appropriate automations without needing external libraries.

When should I avoid using automated Claude Code integration recommendations?▼

You should avoid using automated Claude Code integration recommendations if your project lacks recognizable configuration files like package.json, as the Skill relies on detecting existing frameworks and dependencies to suggest relevant workflow automations.

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