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xiaoyuge886
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claude-automation-recommender

Analyze codebase patterns to recommend Claude Code automations.

196|20|Updated Jan 17, 2026
Search Tags:#automation#workflow#mcp#developer-tools#claude-code#codebase-analysis
One-click install
npx skills add https://github.com/xiaoyuge886/aigc --skill claude-automation-recommender-xiaoyuge886
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/xiaoyuge886/aigc/tree/main/plugins/claude-plugins-official-main/plugins/claude-code-setup/skills/claude-automation-recommender
Command: npx skills add https://github.com/xiaoyuge886/aigc --skill claude-automation-recommender-xiaoyuge886

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill eliminates the guesswork in optimizing your development environment by analyzing your codebase to recommend the most effective Claude Code automations, including hooks, subagents, and MCP servers.

Core Features & Use Cases

  • Codebase Analysis: Automatically detects your project's language, framework, and tool stack to provide context-aware suggestions.
  • Automation Mapping: Recommends specific MCP servers, skills, and hooks based on your project's unique dependencies and configuration.
  • Workflow Optimization: Helps you implement best practices for testing, documentation, and security by surfacing relevant automation patterns.

Quick Start

Ask the claude-automation-recommender to analyze this project and suggest the best automations for my current tech stack.

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 tailored Claude Code automation recommendations for my codebase?▼

The skill analyzes your codebase patterns to detect your project's language, framework, and tool stack, then recommends tailored Claude Code automations including hooks, subagents, skills, plugins, and MCP servers for your specific setup.

What is the best way to optimize my developer workflow with Claude Code?▼

Optimizing your developer workflow involves mapping your project's unique dependencies and configuration to specific automation patterns. This surfaces relevant best practices for testing, documentation, and security through context-aware tool integration.

Can I use Claude Code to recommend MCP servers based on my project's tech stack?▼

Yes, the automation mapping feature detects your project's specific dependencies and configuration to provide context-aware suggestions for MCP servers, skills, and hooks tailored to your tech stack.

Does Claude Code workflow optimization work for any programming language or framework?▼

Workflow optimization applies across different tech stacks by automatically detecting your project's language and framework during codebase analysis. It supports project setup and developer productivity enhancement tasks regardless of the specific stack.

How do I set up automated development environment configuration with Claude Code?▼

Ask the skill to analyze your project and suggest the best automations for your current tech stack. It eliminates guesswork by recommending specific hooks, subagents, and MCP servers to configure your automated development environment.

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