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claude-automation-recommender

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

Updated Aug 27, 2026
Search Tags:#automation#codebase#hooks#claude-code#recommendations#analyze#MCP-servers
One-click install
npx skills add https://github.com/astrosteveo/marketplace --skill claude-automation-recommender
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/astrosteveo/marketplace/tree/main/plugins/claude-code-setup/skills/claude-automation-recommender
Command: npx skills add https://github.com/astrosteveo/marketplace --skill claude-automation-recommender

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill analyzes a codebase and provides tailored Claude Code automations recommendations to optimize automation across hooks, subagents, skills, plugins, and MCP servers.

Core Features & Use Cases

  • Analyze codebases to identify automation opportunities aligned with Claude Code's extensibility options.
  • Generate 1-2 top recommendations per category with rationale, then allow user to request more in specific areas.
  • Use Case: When a user asks for automation recommendations to improve Claude Code workflows for a project, this skill surfaces actionable patterns and next steps.

Quick Start

Run a project scan with Claude Code to discover automation opportunities and request a detailed report.

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?▼

To find automation opportunities, analyze the codebase to identify tailored recommendations across hooks, subagents, skills, plugins, and MCP servers. This process surfaces actionable patterns and next steps to optimize your Claude Code workflows.

What are Claude Code hooks and MCP servers used for in workflow automation?▼

Claude Code hooks and MCP servers are extensibility options used to automate workflows. Analyzing a codebase identifies specific automation opportunities aligned with these components to optimize project setup and execution.

Can I get tailored recommendations for setting up Claude Code subagents and skills?▼

Yes, you can get tailored recommendations for subagents and skills. The analysis generates one to two top recommendations per extensibility category with rationale, allowing you to request more details in specific areas.

What's the best way to plan Claude Code automations across multiple extensibility categories?▼

The best way to plan Claude Code automations is running a project scan. This delivers concise, actionable recommendations with rationale across hooks, subagents, skills, plugins, and MCP servers suitable for user review and implementation.

Does Claude Code automation planning work for any codebase?▼

Claude Code automation planning applies to any codebase requiring workflow optimization. The analysis identifies automation opportunities aligned with Claude Code's extensibility options and provides setup guidance tailored to the specific project context.

Why do I need a codebase analysis before implementing Claude Code hooks and plugins?▼

A codebase analysis is needed before implementing hooks and plugins to ensure automations are tailored to your project. It provides concise recommendations with rationale, preventing unnecessary setup and optimizing workflow efficiency.

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