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claude-automation-recommender

Analyze a repository and recommend Claude Code automations without modifying files.

Updated Aug 23, 2026
Search Tags:#claude code#hooks#skills#codebase analysis#workflow optimization#mcp servers#automation recommendations
One-click install
npx skills add https://github.com/living-relation/tailormade --skill claude-automation-recommender-living-relation
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/living-relation/tailormade/tree/main/.agents/skills/claude-automation-recommender
Command: npx skills add https://github.com/living-relation/tailormade --skill claude-automation-recommender-living-relation

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Claude Code users struggle to configure the right mix of automations for their specific codebase, leading to slower workflows and missed opportunities for hooks, skills, subagents, and MCP integrations.

Core Features & Use Cases

  • Codebase-driven automation discovery: Detects project structure, tooling, dependencies, and existing Claude Code configuration to tailor recommendations.
  • Actionable, category-based suggestions: Recommends top MCP servers, skills, hooks, and subagents aligned to signals found in the repository.
  • Read-only safety: Produces an analysis and recommendations report without creating or modifying files, so users can review and implement changes deliberately.
  • Best-fit guidance for setup questions: Targets common user intents like “how to set up Claude Code for a project” or “what features should I use.”

Quick Start

Ask the assistant to run the claude-automation-recommender against your repository and produce a short prioritized plan of the best hooks, skills, MCP servers, and subagents for your stack.

Frequently Asked Questions about claude-automation-recommender

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

FAQPage Schema
How do I configure Claude Code automations for my specific codebase?▼

Optimizing your Claude Code workflow requires analyzing your repository's structure and dependencies to recommend the best mix of hooks, skills, subagents, and MCP servers tailored to your specific project environment.

What is the best way to discover which MCP servers and hooks to use for a project?▼

The best way to discover applicable MCP servers and hooks is to inspect your target repository's configuration and tooling, generating category-based suggestions that align with the signals found in your codebase.

Can I analyze my repository to get Claude Code workflow recommendations without modifying files?▼

Yes, you can analyze your repository to get Claude Code workflow recommendations safely without modifying files, as the inspection process uses read-only operations to produce a deliberate implementation plan.

How does codebase analysis identify the right Claude Code skills and subagents to set up?▼

Codebase analysis identifies the right Claude Code skills and subagents by scanning your project structure, dependencies, and existing configuration, then matching those signals against actionable automation categories.

When do I need to run an automation recommendation report for Claude Code?▼

You need to run an automation recommendation report when you want to improve Claude Code workflows, learn what to set up for a new project, or request specific automation options across hooks, skills, subagents, plugins, and MCP servers.

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