auto-dev-setup

Configure GitHub Actions workflows for human-in-the-loop automated development.

20|5|Updated Jan 5, 2026
One-click install
npx skills add https://github.com/miles990/claude-software-skills --skill auto-dev-setup
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: auto-dev-setup
Source: https://github.com/miles990/claude-software-skills/tree/main/tools-integrations/auto-dev-setup
Command: npx skills add https://github.com/miles990/claude-software-skills --skill auto-dev-setup

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the setup of a Human-in-the-Loop development workflow, streamlining the process of integrating AI-driven automation into your projects.

Core Features & Use Cases

  • Workflow Automation: Sets up GitHub Actions workflows for automated development tasks.
  • Human-in-the-Loop: Integrates AI assistance with manual oversight for iterative development.
  • Use Case: When starting a new project, use this skill to quickly establish a robust CI/CD pipeline that incorporates AI-powered code generation and review.

Quick Start

Use the auto-dev-setup skill to configure a GitHub Actions workflow for automated development.

Frequently Asked Questions about auto-dev-setup

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

FAQPage Schema
How do I set up a Human-in-the-Loop automated development workflow using GitHub Actions?

To set up a Human-in-the-Loop automated development workflow, you configure GitHub Actions workflows that integrate AI-driven tasks with manual oversight, enabling iterative development through issue comments and pull request feedback loops.

What is a Human-in-the-Loop CI/CD pipeline and how does it handle AI code generation?

A Human-in-the-Loop CI/CD pipeline integrates AI-driven task automation with manual oversight. It facilitates iterative development by requiring human feedback through issue comments and pull request reviews to guide AI code generation.

Do I need to configure GitHub Secrets to use AI-driven automation in my CI/CD pipeline?

Yes, configuring GitHub Secrets for API keys is required. You must store your API keys in GitHub Secrets to securely authorize AI-driven tasks within your automated GitHub Actions development workflow.

How do I define development goals for an automated AI workflow in GitHub?

You define development goals for an automated AI workflow by creating and configuring issue templates in your GitHub repository, which the workflow uses to guide iterative, AI-driven tasks and pull request feedback loops.

What's the best way to integrate AI code generation with manual pull request review in GitHub Actions?

The best way to integrate AI code generation with manual review is establishing a Human-in-the-Loop workflow. This approach uses GitHub Actions to automate AI tasks while routing outputs through issue comments and pull request feedback loops for human oversight.

Can I use this automated workflow setup for an existing project, or is it only for new project initialization?

You can use this automated workflow setup for both. While it helps quickly establish a robust CI/CD pipeline when starting a new project, you can also configure GitHub Actions workflows to incorporate AI-powered code generation and review into existing repositories.