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claude-automation-recommender

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

Updated Mar 27, 2026
Search Tags:#automation#codebase#hooks#subagents#claude-code#recommendations#analyze
One-click install
npx skills add https://github.com/onelee85/my-skills --skill claude-automation-recommender-onelee85
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/onelee85/my-skills/tree/main/claude-plugins-official/plugins/claude-code-setup/skills/claude-automation-recommender
Command: npx skills add https://github.com/onelee85/my-skills --skill claude-automation-recommender-onelee85

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

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

Core Features & Use Cases

  • Automated codebase assessment that highlights top automation opportunities.
  • Prioritized recommendations with 1-2 examples per category to avoid overload.
  • Useful for onboarding new projects, optimizing Claude Code setups, and planning scalable automation strategies.

Quick Start

Run an initial codebase analysis to generate your first automation 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 find the best Claude Code automations for my codebase?▼

Claude Code automation recommendations are generated by analyzing your codebase's languages, frameworks, dependencies, and tooling to identify best-fit hooks, subagents, skills, plugins, and MCP servers.

What are Claude Code hooks and subagents used for in a repository?▼

Claude Code hooks and subagents are automation mechanisms recommended for repositories to improve workflows, optimize setups, and assist with project onboarding by executing targeted tasks based on codebase analysis.

Does the codebase automation analysis support different programming languages and frameworks?▼

Yes, the codebase automation analysis scans repository signals including specific languages, frameworks, dependencies, and tooling to generate tailored automation recommendations across multiple categories.

How many automation recommendations will I get per category for my project?▼

You will receive 1-2 prioritized automation recommendations per category, along with implementation guidance, to prevent overload while covering onboarding, optimization, and workflow improvement scenarios.

Can I get implementation guidance for suggested Claude Code plugins and MCP servers?▼

Yes, the system returns 1-2 top recommendations per category for plugins and MCP servers, complete with implementation guidance based on your repository's specific tooling and dependency signals.

When should I analyze my codebase for Claude Code workflow improvements?▼

You should analyze your codebase for Claude Code workflow improvements during new project onboarding, when optimizing existing Claude Code setups, or when planning scalable automation strategies across hooks and subagents.

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