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sumik5
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recommending-automations

Analyzes codebases and recommends automation tools like hooks, subagents, and plugins.

1|Updated Jan 7, 2026
Search Tags:#automation#code analysis#hooks#skills#subagents#MCP servers#plugins#coding workflow
One-click install
npx skills add https://github.com/sumik5/sumik-llm-plugin --skill recommending-automations
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: recommending-automations
Source: https://github.com/sumik5/sumik-llm-plugin/tree/main/plugins/devkit/skills/recommending-automations
Command: npx skills add https://github.com/sumik5/sumik-llm-plugin --skill recommending-automations

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill analyzes your codebase and recommends automation tools and strategies to streamline your coding workflow.

Core Features & Use Cases

  • Codebase Analysis: Detects various platforms, frameworks, and libraries in your project.
  • Recommendations: Provides recommendations for hooks, subagents, skills, MCP servers, and plugins based on your codebase.
  • Use Case: If you're working on a web application and need to set up testing, this Skill can recommend the appropriate MCP server for browser automation and the best testing hooks and subagents for your project.

Quick Start

Use the recommending-automations skill to analyze your project and get automation recommendations.

Frequently Asked Questions about recommending-automations

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

FAQPage Schema
How do I analyze my codebase to recommend automation tools?▼

Codebase analysis for automation recommendations scans your project to detect platforms, frameworks, and libraries, then suggests hooks, subagents, skills, MCP servers, and plugins to streamline your coding workflow.

What automation recommendations can I get for my coding workflow?▼

Automation recommendations for coding workflows include hooks, subagents, skills, MCP servers, and plugins tailored to your project's detected frameworks and libraries, optimizing tasks like browser automation testing for web applications.

Do I need Python to analyze my codebase for automation recommendations?▼

Yes, Python is required for scripting the codebase analysis. The tool uses Python scripts to evaluate your project's platforms and frameworks before recommending hooks, subagents, and MCP servers.

Can I set up testing automation for a web application using MCP servers?▼

Yes, by analyzing your web application codebase, the tool recommends the appropriate MCP server for browser automation along with the best testing hooks and subagents for your specific project setup.

What's the best way to find plugins and subagents for my programming framework?▼

The best way is running an automated codebase analysis that detects your specific programming languages and frameworks, providing targeted recommendations for compatible plugins and subagents.

When should I not use automated codebase analysis for workflow recommendations?▼

Avoid automated codebase analysis if your project uses highly customized or undocumented frameworks, as the detection relies on identifying standard platforms and libraries to recommend matching hooks and MCP servers.

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