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.