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claude-automation-recommender

Identify Claude Code automation opportunities across hooks, subagents, skills, plugins, and MCP servers.

Updated Mar 17, 2026
Search Tags:#automation#codebase#subagents#claude-code#recommendations#analyze
One-click install
npx skills add https://github.com/kekoesports/proyectozack --skill claude-automation-recommender-kekoesports
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/kekoesports/proyectozack/tree/main/.agents/skills/claude-automation-recommender
Command: npx skills add https://github.com/kekoesports/proyectozack --skill claude-automation-recommender-kekoesports

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the process of identifying actionable Claude Code automation opportunities within a codebase to improve efficiency and consistency.

Core Features & Use Cases

  • Codebase analysis surfaces automation opportunities across hooks, subagents, skills, plugins, and MCP servers.
  • Provides tailored, prioritized recommendations (top 1-2 per category) aligned with the project's tech stack.
  • Offers guidance and ready-to-implement patterns for Claude Code automations.
  • Real-world example: in a Next.js + Prisma project, recommends a Playwright MCP for UI testing and a code-review subagent to improve quality checks.

Quick Start

Provide a codebase overview and generate 3-5 Claude Code automation recommendations for your current project.

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 in my codebase for Claude Code?▼

Finding automation opportunities for Claude Code involves analyzing your codebase to identify repetitive tasks across hooks, subagents, skills, plugins, and MCP servers. This Skill reviews your project's tech stack and patterns to surface tailored, ready-to-implement automation recommendations.

What is the best way to generate Claude Code subagents and hooks for a specific tech stack?▼

Generating Claude Code subagents and hooks for a specific tech stack requires analyzing your project patterns and dependencies. This Skill outputs precise, structured metadata with recommended automation types, constraints, and usage guidance tailored to frameworks like Next.js and Prisma.

Can I get tailored Claude Code MCP server recommendations for my project?▼

Yes, you can get tailored Claude Code MCP server recommendations by providing a codebase overview. The analysis evaluates your project's tech stack and patterns to suggest relevant MCP servers, such as recommending a Playwright MCP for UI testing in web applications.

How many Claude Code automation recommendations will I get for my codebase?▼

You will receive 3 to 5 prioritized Claude Code automation recommendations for your codebase. The analysis provides the top 1 to 2 actionable suggestions per category, focusing on the most impactful opportunities across hooks, subagents, skills, plugins, and MCP servers.

Does Claude Code automation analysis work with any framework or only specific tech stacks?▼

Claude Code automation analysis works across any framework by evaluating your specific codebase patterns and tech stack. It dynamically adapts its recommendations for hooks, subagents, and plugins to align with your project's unique architecture and dependencies.

Why should I use automation recommendations instead of manually configuring Claude Code workflows?▼

Using automation recommendations instead of manually configuring Claude Code workflows saves time and improves consistency. The analysis surfaces optimized patterns tailored to your codebase, ensuring you implement the most effective hooks, subagents, and MCP servers without manual guesswork.

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