skills.rest
JNZader-Vault
JNZader-VaultOFFICIAL
Explore all skills by this author →
GitHub

claude-automation-recommender

Analyze a codebase to recommend Claude Code automations for hooks, subagents, skills, plugins, and MCP servers.

Updated Feb 2, 2026
Search Tags:#automation#developer tools#ai integration#codebase analysis#workflow optimization#claude-code
One-click install
npx skills add https://github.com/JNZader-Vault/project-starter-framework --skill claude-automation-recommender-jnzader-vault
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/JNZader-Vault/project-starter-framework/tree/main/.ai-config/skills/workflow/claude-automation-recommender
Command: npx skills add https://github.com/JNZader-Vault/project-starter-framework --skill claude-automation-recommender-jnzader-vault

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps users identify and implement automations within their codebase to enhance workflows with Claude Code, reducing manual effort and improving efficiency.

Core Features & Use Cases

  • Codebase Analysis: Scans project structure, dependencies, and patterns to suggest relevant automations.
  • Recommendation Generation: Provides tailored suggestions for Hooks, Subagents, Skills, Plugins, and MCP Servers.
  • Use Case: A developer looking to integrate Claude Code more deeply into their project can use this skill to get a prioritized list of automations, such as setting up a pre-commit hook for linting or recommending an MCP server for live documentation lookup.

Quick Start

Analyze the current project and recommend Claude Code automations.

Frequently Asked Questions about claude-automation-recommender

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

FAQPage Schema
How do I find automation opportunities for Claude Code in my codebase?▼

To discover Claude Code automation opportunities, analyze your codebase structure and dependencies to generate tailored recommendations for hooks, subagents, skills, plugins, and MCP servers that optimize developer workflows.

What is the best way to integrate Claude Code hooks into my developer workflow?▼

The best way to integrate Claude Code hooks is by analyzing your project patterns and tools to receive specific integration configurations, such as setting up a pre-commit hook for linting to reduce manual effort and improve AI-assisted coding efficiency.

Can I get custom MCP server recommendations for my specific project dependencies?▼

Yes, you can receive custom MCP server recommendations by scanning your project structure and dependencies. The analysis identifies your specific tools to suggest relevant MCP servers, such as one for live documentation lookup.

Does Claude Code automation recommendation work with any project type?▼

Claude Code automation recommendation works by scanning your project structure, dependencies, and patterns to identify the project type. It then uses this context to suggest specific integration patterns and configurations tailored to your environment.

What kinds of automations can I generate for AI-assisted coding beyond simple hooks?▼

Beyond simple hooks, you can generate automations for AI-assisted coding that include configuring subagents, deploying custom skills, installing plugins, and setting up MCP servers to deeply integrate Claude Code into your project.

Related Skills

Explore More Software Engineering Skills→
telum-aitelum-ai
2

project-import

Create a Speck project structure with a skeleton project.md file.

Official
Basic
roderikroderik
2

claude-automation-recommender

Analyze codebases to recommend Claude Code automation options across hooks, subagents, skills, plugins, and MCP servers.

Community
Advanced
thangvawnthangvawn

plankton-code-quality

Automate code quality enforcement with formatters, linters, and Claude subprocesses.

Community
Advanced
xlelibertyxleliberty

claude-automation-recommender

Analyze codebase patterns to recommend Claude Code automations.

Community
Intermediate