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claude-automation-recommender

Analyzes a codebase and generates YAML-ready Claude Code automation recommendations.

Updated Apr 26, 2026
Search Tags:#automation#hooks#mcp#plugins#code-analysis#claude-code#recommendations
One-click install
npx skills add https://github.com/GongXLiang/plot-study --skill claude-automation-recommender-gongxliang
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/GongXLiang/plot-study/tree/main/.claude/plugins/cache/claude-plugins-official/claude-code-setup/1.0.0/skills/claude-automation-recommender
Command: npx skills add https://github.com/GongXLiang/plot-study --skill claude-automation-recommender-gongxliang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyze a codebase to identify Claude Code automation opportunities and generate concrete recommendations that guide tool- and workflow-level improvements without modifying source code.

Core Features & Use Cases

  • Phase 1: Scan the repository to detect signals such as languages, frameworks, dependencies, and repo structure to understand automation needs.
  • Phase 2: Generate 1-2 top recommendations per category (MCP servers, hooks, subagents, skills, plugins, and related outputs) with clear rationale and suggested next steps.
  • Phase 3: Provide a concise, actionable recommendations report suitable for integration into a project plan or roadmap.

Quick Start

Ask Claude Code to analyze the repository and return the top automation recommendations.

Frequently Asked Questions about claude-automation-recommender

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

FAQPage Schema
How do I find automation opportunities for Claude Code in my codebase?▼

To find Claude Code automation opportunities, analyze your codebase to detect project signals like languages, frameworks, and dependencies, then generate concrete recommendations for MCP servers, hooks, subagents, and plugins.

How do I get recommendations for MCP servers and hooks for my repository?▼

You get MCP servers and hooks recommendations by scanning your repository structure and dependencies, which generates a structured outline of 1-2 top options per category with implementation guidance.

Does Claude Code automation analysis work with any framework or language?▼

Claude Code automation analysis works with any framework or language by detecting project signals from your repository layout and dependencies to understand specific automation needs.

What is the best way to plan Claude Code subagents and plugins for a new project?▼

The best way to plan Claude Code subagents and plugins is to analyze your codebase for automation opportunities, producing a structured YAML-ready outline that includes names, categories, and keywords for your roadmap.

Will Claude Code automation recommendations modify my source code?▼

Claude Code automation recommendations do not modify your source code; they analyze your repository to guide tool- and workflow-level improvements through a concise, actionable report.

Can I integrate Claude Code automation recommendations into a project plan?▼

You can integrate Claude Code automation recommendations into a project plan by generating a concise, actionable recommendations report that outlines suggested next steps without altering source code.

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