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JackProAi
JackProAiCOMMUNITY
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claude-automation-recommender

Analyze codebases to recommend Claude Code automations like hooks and subagents.

247|200|Updated Mar 31, 2026
Search Tags:#automation#project setup#claude code#codebase analysis#workflow optimization
One-click install
npx skills add https://github.com/JackProAi/JackProAi-claudecode3.1 --skill claude-automation-recommender-jackproai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/JackProAi/JackProAi-claudecode3.1/tree/main/.claude-local-runtime/home/plugins/marketplaces/claude-plugins-official/plugins/claude-code-setup/skills/claude-automation-recommender
Command: npx skills add https://github.com/JackProAi/JackProAi-claudecode3.1 --skill claude-automation-recommender-jackproai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines Claude Code workflow optimization by analyzing codebases and suggesting automation solutions, reducing manual effort and enhancing productivity.

Core Features & Use Cases

  • Codebase Analysis: Analyze project structure, tools, and dependencies to understand the codebase context.
  • Automation Recommendations: Recommend Claude Code automations such as hooks, subagents, skills, plugins, and MCP servers.
  • Use Case: When a user seeks automation recommendations to optimize their Claude Code setup, improve workflows, or enhance project organization.

Quick Start

Run the 'claude-automation-recommender' skill to analyze your codebase and receive personalized automation suggestions.

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 Claude Code project setup?▼

Claude Code automation recommendations are generated by analyzing your project structure, dependencies, and existing configurations to suggest tailored hooks, subagents, skills, plugins, and MCP servers for your workflow.

What Claude Code workflow optimizations can I apply to enhance my codebase?▼

You can enhance your codebase with Claude Code workflow optimizations by implementing recommended hooks, subagents, skills, plugins, and MCP servers tailored to your specific project structure and tool dependencies.

Does the automation recommender work with existing Claude Code configurations?▼

Yes, the automation recommender works with existing Claude Code configurations by analyzing them alongside your project structure and dependencies to suggest complementary hooks, subagents, and MCP servers.

How do I analyze my codebase to find the best Claude Code subagents and plugins?▼

You can analyze your codebase to find the best Claude Code subagents and plugins by running this skill, which evaluates your project tools and dependencies to output targeted automation recommendations.

When should I use MCP servers for Claude Code workflow optimization?▼

You should use MCP servers for Claude Code workflow optimization when the codebase analysis identifies external tool integrations or data access patterns that benefit from dedicated Model Context Protocol connections.

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