claude-automation-recommender

Analyze a codebase to recommend Claude Code automations across hooks, subagents, skills, plugins, and MCP servers.

3|Updated Feb 21, 2026
One-click install
npx skills add https://github.com/lucasgrow/some-skills --skill claude-automation-recommender-lucasgrow
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/lucasgrow/some-skills/tree/main/claude-automation-recommender
Command: npx skills add https://github.com/lucasgrow/some-skills --skill claude-automation-recommender-lucasgrow

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps users identify and implement the most effective Claude Code automations for their specific projects, streamlining development workflows and enhancing productivity.

Core Features & Use Cases

  • Codebase Analysis: Analyzes project structure, dependencies, and patterns to suggest relevant automations.
  • Multi-Category Recommendations: Provides tailored suggestions for Hooks, Subagents, Skills, Plugins, and MCP Servers.
  • Use Case: A developer starting a new project can use this Skill to get a comprehensive overview of how to best integrate Claude Code's automation features from the outset, ensuring an optimized setup.

Quick Start

Use the claude-automation-recommender skill to analyze my current project and suggest the top 2 automations for each category.

Frequently Asked Questions about claude-automation-recommender

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

FAQPage Schema
How do I analyze a codebase to recommend Claude Code automations?

To recommend Claude Code automations, analyze the project structure, dependencies, and patterns using Read, Glob, Grep, and Bash tools. This identifies frameworks and libraries to suggest tailored hooks, subagents, skills, plugins, and MCP servers.

What is codebase analysis for workflow optimization?

Codebase analysis for workflow optimization examines project files and dependency configurations to identify frameworks and libraries. It provides tailored suggestions for extensibility options like hooks and subagents to streamline development.

How do I set up Claude Code hooks and subagents for a new project?

Set up Claude Code hooks and subagents by analyzing the project type and dependencies to generate tailored recommendations. This provides a comprehensive overview of how to integrate automation features from the outset for an optimized setup.

Can I use codebase analysis to find MCP server integrations for my existing libraries?

Yes, codebase analysis identifies your existing libraries and frameworks to suggest tailored MCP server integrations. It scans dependencies and project patterns to provide multi-category recommendations matching your tech stack.

What's the best way to optimize a Claude Code setup for specific frameworks?

The best way to optimize a Claude Code setup is to analyze the codebase to identify your specific frameworks and libraries. This allows generating tailored extensibility recommendations across multiple categories like plugins and skills.

Do I need Bash and Grep to suggest Claude Code automations for a project?

Yes, Bash and Grep are required alongside Read and Glob tools to perform comprehensive code and dependency analysis. These tools scan the project structure to identify patterns for suggesting tailored automations.