Does this skill modify my project files?

No, the Claude Automation Recommender is a read-only skill. It analyzes your codebase and outputs recommendations, but it does not create or modify any files automatically.

How does it determine which automations to suggest?

The skill scans your project's configuration files (like package.json or pyproject.toml) and directory structure to detect frameworks, libraries, and tools, then maps them to the most relevant Claude Code extensions.

Can I request recommendations for a specific automation type?

Yes. If you ask for a specific type, such as 'recommend some hooks,' the skill will focus exclusively on that category and provide a more extensive list of options.

Which programming languages are supported?

The skill supports all major ecosystems including JavaScript, TypeScript, Python, Go, Rust, and Java by looking for standard package managers and common architectural patterns.

Claude Automation Recommender

Name: Claude Automation Recommender
Author: astrosteveo

byastrosteveo

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Developer Tools

Analyzes codebase patterns to recommend tailored Claude Code automations including hooks, skills, and MCP servers.

The Claude Automation Recommender is a diagnostic utility designed to optimize your AI-assisted development environment by identifying project-specific opportunities for automation. By scanning dependencies, directory structures, and configuration files, it generates a prioritized report of relevant Model Context Protocol (MCP) servers, custom skills, subagents, and hooks tailored to your specific tech stack. This skill acts as an architectural consultant for your workflow, ensuring you leverage the full extensibility of Claude Code to increase productivity and maintain code quality.

Key Features

011 GitHub stars

02Automated dependency and framework detection for tailored suggestions

03Personalized MCP server recommendations for external tool integration

04Custom skill and subagent pattern identification based on project size

05Workflow hook suggestions for automated linting, testing, and security

06Read-only analysis that provides guidance without modifying source files

Use Cases

01Initial setup of Claude Code for a new or existing project

02Identifying relevant MCP servers for databases, cloud infrastructure, or APIs

03Optimizing development workflows with automated pre-commit and post-tool hooks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add astrosteveo/marketplace claude-automation-recommender

For use in Claude.ai and ChatGPT

Download Skill