How is the automation triggered?

Automation can be triggered by adding a specific label (e.g., 'auto-dev') to an issue, commenting on an issue with specific commands, or manually via the GitHub Actions tab.

How does the memory feature work?

The skill creates a specific directory structure (.claude/memory) where the AI stores project patterns, previous failures, and successful strategies to improve its performance over time.

Do I need specific credentials to use this skill?

Yes, you must configure an ANTHROPIC_API_KEY within your GitHub Repository Secrets to allow the GitHub Actions workflow to communicate with Claude.

Can I use this on existing private repositories?

Yes, this skill is designed to be compatible with any GitHub repository, provided you have the permissions to add GitHub Actions and Secrets.

What is a Human-in-the-Loop (HITL) workflow?

It is a development process where AI agents perform automated tasks but remain under human supervision, requiring manual approval or feedback at critical checkpoints like Pull Requests.

Auto-Dev Workflow Setup

Name: Auto-Dev Workflow Setup
Author: miles990

bymiles990

•

部署与 DevOps

Configures a Human-in-the-Loop automated development workflow using GitHub Actions and persistent AI memory.

关于

The Auto-Dev Workflow Setup skill transforms any repository into an AI-powered development environment by establishing a 'Human-in-the-Loop' automation system. It automatically configures GitHub Actions, creates standardized issue templates, and initializes a structured memory system within the repository. This allows Claude to autonomously process tasks triggered by GitHub labels while ensuring developers remain in control through integrated feedback loops and PR reviews, making it ideal for teams looking to scale their development velocity with AI agents.

主要功能

Human-in-the-Loop (HITL) integration for iterative feedback
1 GitHub stars
Persistent memory structure for project-specific learnings and patterns
Automated GitHub Actions workflow generation for task execution
Standardized Issue Templates for structured task dispatching
Flexible setup options for reusable or fully custom workflows

使用场景

Automating bug fixes and feature requests directly from GitHub Issues
Creating an autonomous developer agent that follows CI/CD best practices
Establishing a persistent context and memory layer for AI-assisted coding

关于

主要功能

Human-in-the-Loop (HITL) integration for iterative feedback
1 GitHub stars
Persistent memory structure for project-specific learnings and patterns
Automated GitHub Actions workflow generation for task execution
Standardized Issue Templates for structured task dispatching
Flexible setup options for reusable or fully custom workflows

使用场景

Automating bug fixes and feature requests directly from GitHub Issues
Creating an autonomous developer agent that follows CI/CD best practices
Establishing a persistent context and memory layer for AI-assisted coding