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claude-automation-recommender

Analyze a codebase to recommend Claude Code automations with installation guidance.

Updated Jan 19, 2026
Search Tags:#automation#codebase#skills#mcp#claude-code#recommendations#analyze
One-click install
npx skills add https://github.com/kgadek/kgadek-claude-plugin --skill claude-automation-recommender-kgadek
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/kgadek/kgadek-claude-plugin/tree/main/ai-spec/2026-01-21-sdd-inspirations/references/anthropics-claude-plugins-official/plugins/claude-code-setup/skills/claude-automation-recommender
Command: npx skills add https://github.com/kgadek/kgadek-claude-plugin --skill claude-automation-recommender-kgadek

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Automates the identification and recommendation of Claude Code automation patterns, reducing decision friction for teams implementing Claude Code.

Core Features & Use Cases

  • Codebase analysis across languages and tooling to surface relevant automation opportunities (hooks, subagents, skills, slash commands, plugins, MCP servers).
  • Guided, prioritized recommendations with lightweight rationale and installation guidance tailored to the project context.
  • Read-only analysis mode that preserves existing code and outputs actionable next steps for human implementation.

Quick Start

Run a codebase analysis to generate a starter Claude Code automation plan for your repository.

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 my codebase to recommend Claude Code automations?▼

To recommend Claude Code automations, this skill scans your codebase patterns, languages, and tooling to surface tailored opportunities like hooks, subagents, skills, and MCP servers. It outputs a prioritized starter plan with installation guidance and guardrails.

What Claude Code automation patterns can I set up for my repository?▼

Claude Code automation patterns include hooks, subagents, skills, slash commands, plugins, and MCP servers. This skill analyzes your project context to prescribe relevant automations that streamline software engineering workflows and team practices.

Does the codebase analysis modify my existing project files?▼

Codebase analysis operates in a read-only mode that preserves existing code. It generates actionable recommendations and installation steps for human implementation without altering your repository.

When do I need to set up MCP servers and subagents for my repository?▼

You need MCP servers and subagents when your project patterns indicate complex tooling or repetitive workflows. This skill analyzes your codebase to identify these opportunities and prescribes tailored automations with rationale and safe usage guardrails.

What's the best way to get started with Claude Code hooks and slash commands?▼

The best way to start is running a codebase analysis to generate a prioritized automation plan. This yields lightweight rationale and installation guidance for implementing hooks and slash commands tailored to your specific environment.

Can I use this codebase analysis for different programming languages and tooling?▼

Yes, the codebase analysis applies across diverse project patterns, languages, and tooling. It evaluates your specific context to tailor Claude Code automation recommendations for your software engineering workflows.

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