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claude-automation-recommender

Analyze a repository to recommend Claude Code automations for its stack.

5|Updated Apr 29, 2026
Search Tags:#automation#claude code#hooks#skills#codebase analysis#mcp servers
One-click install
npx skills add https://github.com/friedbotstudio/baseline --skill claude-automation-recommender-friedbotstudio
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/friedbotstudio/baseline/tree/main/.claude/skills/claude-automation-recommender
Command: npx skills add https://github.com/friedbotstudio/baseline --skill claude-automation-recommender-friedbotstudio

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you decide which Claude Code automations will actually improve a project by turning repository signals into targeted recommendations instead of generic setup advice.

Core Features & Use Cases

  • Codebase analysis: Reviews the repository for language, framework, testing, deployment, and integration clues.
  • Automation recommendations: Suggests the most relevant MCP servers, skills, hooks, plugins, and swarm-worker preload skills for the project.
  • Baseline-aware guidance: Avoids recommending capabilities already provided by the Claude Code Baseline and focuses on gaps that still need coverage.
  • Use case: Ask for setup guidance on a new app and get a concise plan for tests, linting, issue tracking, browser automation, and workflow skills tailored to that stack.

Quick Start

Ask this skill to analyze the repository and recommend the top Claude Code automations that fit its stack, tools, and workflows.

Frequently Asked Questions about claude-automation-recommender

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I determine which Claude Code automations to set up for my codebase?▼

To determine which Claude Code automations to set up, analyze your repository's stack, tests, and integrations to identify gaps and recommend relevant hooks, skills, and MCP servers.

What is the best way to choose MCP servers for a specific project stack?▼

The best way to choose MCP servers is to perform read-only inspection of your repository structure and existing baseline capabilities to produce targeted setup guidance for your specific stack.

Can I get recommendations for Claude Code hooks without duplicating baseline features?▼

Yes, baseline-aware guidance avoids recommending capabilities already provided by the Claude Code Baseline, focusing strictly on identifying gaps that still need coverage for your project.

How does repository signal analysis work for suggesting Claude Code plugins?▼

Repository signal analysis for suggesting Claude Code plugins works by reviewing your codebase for language, framework, testing, deployment, and integration clues to generate actionable setup plans.

Does this approach provide setup guidance for swarm-worker preload skills?▼

Yes, this approach provides setup guidance for swarm-worker preload skills by applying codebase analysis to detect project-specific signals and recommend the most valuable automations.

When should I not use automated codebase analysis for Claude Code setup?▼

You should not use automated codebase analysis if your repository lacks distinguishable language, framework, testing, or deployment signals needed to generate accurate, actionable setup recommendations.

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