claude-automation-recommender

To set up Claude Code automations, this Skill performs a read-only codebase analysis to detect your languages, frameworks, and tooling, then recommends tailored hooks, skills, plugins, and MCP servers to improve workflow efficiency.

You should enable hooks, skills, subagents, and MCP servers based on your repository's specific stack. The Skill analyzes your configuration files and CI patterns to suggest the most relevant features for your project.

Yes, you can get workflow optimization recommendations safely. The Skill operates with read-only codebase inspection, ensuring no files are created or modified during the recommendation process.

Codebase analysis recommends MCP servers and hooks by inspecting your existing tooling and framework patterns to select evidence-based automations. It limits suggestions to 1–2 per category to maintain focus.

The best way to configure initial Claude Code settings is by analyzing your codebase to generate evidence-based recommendations across multiple extensibility categories. This ensures your setup matches your specific development workflow.

Yes, the automation recommendation process supports expanding focus. When you ask for a specific automation type, it moves beyond the typical 1–2 suggestions per category to provide deeper, targeted guidance.