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claude-automation-recommender

Analyze codebases to identify automation opportunities for Claude Code workflows.

Updated Mar 1, 2026
Search Tags:#automation#codebase#skills#subagents#mcp#claude-code#recommendations
One-click install
npx skills add https://github.com/murphyjoseph/dojo-kit --skill claude-automation-recommender-murphyjoseph
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/murphyjoseph/dojo-kit/tree/main/.agents/skills/claude-automation-recommender
Command: npx skills add https://github.com/murphyjoseph/dojo-kit --skill claude-automation-recommender-murphyjoseph

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill guides Claude Code users by analyzing a codebase and producing tailored automation recommendations across hooks, subagents, skills, plugins, and MCP servers.

Core Features & Use Cases

  • Thorough codebase analysis to identify automation opportunities based on project structure and dependencies.
  • Generates top 1-2 recommendations per category (MCP servers, skills, hooks, subagents, plugins) with justification and suggested implementations.
  • Provides a structured workflow for Phase 1 (codebase analysis) and Phase 2 (generate recommendations), plus a concise output report.

Quick Start

Run an analysis on your codebase to generate top automations and review the resulting 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 identify automation opportunities for my codebase using Claude Code?▼

To identify codebase automation opportunities, this skill analyzes project structure and dependencies, then outputs structured recommendations for Claude Code hooks, subagents, skills, plugins, and MCP servers.

Does Claude Code automation analysis work with monorepo and SPA architectures?▼

Claude Code automation analysis supports monorepo and SPA architectures across frontend and backend stacks, evaluating project structure to generate applicable automation recommendations.

How do I generate MCP server and subagent recommendations for my project?▼

You can generate MCP server and subagent recommendations by triggering a codebase analysis, which produces the top 1-2 suggestions per category with implementation guidance.

What is the workflow for analyzing a codebase to recommend Claude Code hooks?▼

The workflow involves Phase 1 for codebase analysis to map dependencies, followed by Phase 2 to generate structured recommendations with justifications for hooks and other automation components.

Can I get ready-to-apply implementation guidance for Claude Code plugins?▼

This skill provides ready-to-apply implementation guidance for Claude Code plugins, delivering structured recommendations with justifications based on your specific codebase analysis.

What are the limitations of automated codebase analysis for Claude Code workflows?▼

Automated codebase analysis for Claude Code workflows is limited to identifying structural opportunities and generating recommendations, requiring manual implementation to apply the suggested hooks and MCP servers.

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