Does it support multiple programming languages?

Yes, it uses pattern matching and tool-based analysis that works across JavaScript, Python, Rust, Go, Java, and other popular programming ecosystems.

How does it determine which MCP servers to recommend?

The skill scans files like package.json, pyproject.toml, and Cargo.toml to detect libraries and services you use, then matches them against a database of known MCP integrations.

Does this skill modify my project files?

No, this is a read-only skill. It analyzes your project structure and dependencies to provide recommendations, but it does not create or modify any files automatically.

Is this skill useful for existing projects?

Yes, it is specifically designed to help you figure out how to best integrate Claude Code's advanced features into existing repositories and legacy codebases.

What types of automations does it suggest?

It provides recommendations for Hooks, Subagents, Skills, Slash Commands, Plugins, and Model Context Protocol (MCP) servers tailored to your project.

Claude Automation Recommender

Name: Claude Automation Recommender
Author: kgadek

bykgadek

Productivity & Workflow

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

About

The Claude Automation Recommender is a diagnostic skill designed to optimize your development environment by scanning your project's architecture, dependencies, and configuration. It identifies high-impact extensibility options such as custom hooks for automated linting, specialized subagents for security audits, and relevant Model Context Protocol (MCP) servers for external tool integration. By providing a structured roadmap of recommendations, it helps developers build a more efficient, automated workflow tailored specifically to their technology stack without making any unauthorized changes to the codebase.

Key Features

0 GitHub stars
Comprehensive codebase analysis for framework and dependency detection
Templates for specialized subagents and custom slash commands
Tailored recommendations for MCP servers and domain-specific skills
Identification of optimal PreToolUse and PostToolUse hooks
Workflow optimization strategies for CI/CD and team-wide standardization

Use Cases

Optimizing an existing Claude Code workflow for increased developer velocity
Identifying relevant MCP servers for specific tech stacks like React, Supabase, or AWS
Setting up Claude Code for the first time on a new project repository

About

Key Features

0 GitHub stars
Comprehensive codebase analysis for framework and dependency detection
Templates for specialized subagents and custom slash commands
Tailored recommendations for MCP servers and domain-specific skills
Identification of optimal PreToolUse and PostToolUse hooks
Workflow optimization strategies for CI/CD and team-wide standardization

Use Cases

Optimizing an existing Claude Code workflow for increased developer velocity
Identifying relevant MCP servers for specific tech stacks like React, Supabase, or AWS
Setting up Claude Code for the first time on a new project repository