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claude-automation-recommender

Analyze project signals to recommend Claude Code automations with prioritized creation steps.

Updated Apr 13, 2026
Search Tags:#automation#hooks#subagents#claude-code#recommendations#analyze#mcp-servers
One-click install
npx skills add https://github.com/angrybeagles/weather-dashboard --skill claude-automation-recommender-angrybeagles
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/angrybeagles/weather-dashboard/tree/main/.claude/plugins/marketplaces/claude-plugins-official/plugins/claude-code-setup/skills/claude-automation-recommender
Command: npx skills add https://github.com/angrybeagles/weather-dashboard --skill claude-automation-recommender-angrybeagles

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Claude Automation Recommender helps teams quickly identify the most valuable Claude Code automations for a given codebase, eliminating guesswork and accelerating setup.

Core Features & Use Cases

  • Analyzes project signals to propose hooks, subagents, skills, plugins, and MCP servers.
  • Produces a prioritized, 1-2 recommendations per category with rationales and concrete creation steps.
  • Useful for initial Claude Code setup, governance of automation strategy, and ongoing optimization of development workflows.

Quick Start

Invoke the recommender on a repository to generate an actionable automation plan tailored to your 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 identify the best Claude Code automations for my codebase?▼

To identify Claude Code automations, analyze project signals across frontend, backend, and tooling. This generates a prioritized set of 1-2 recommendations per category, including hooks, subagents, skills, plugins, and MCP servers with actionable creation steps.

What is the best way to set up Claude Code hooks and subagents for a new project?▼

The best way to set up Claude Code hooks and subagents is to evaluate project signals to produce a tailored automation plan. This approach proposes specific configurations with rationale, eliminating guesswork and accelerating the initial setup process.

Can I get recommendations for MCP servers based on my existing project tooling?▼

Yes, you can get MCP server recommendations based on project tooling. By analyzing your existing tooling signals, the recommender proposes relevant MCP servers alongside hooks and plugins, providing rationale and concrete steps for each configuration.

How do I optimize my development workflow with Claude Code plugins?▼

Optimize development workflows with Claude Code plugins by analyzing project signals to generate a prioritized automation plan. This ongoing optimization process proposes specific plugins, skills, and subagents with actionable creation steps to enhance development governance.

Does the Claude Code automation recommender provide steps to create hooks?▼

Yes, the Claude Code automation recommender provides concrete creation steps for hooks. It analyzes your codebase and outputs a prioritized set of 1-2 recommendations per category, complete with rationales and actionable steps to build the proposed automations.

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