Can I control which issues the AI works on?

Yes, you can use the --focus flag to target specific labels like 'bug' or 'feature', or use --quick-wins to prioritize tasks estimated to take less than 30 minutes.

Is there a way to safely test what the skill will do?

Yes, using the --dry-run argument allows the skill to explain its intended actions and logic without making any actual changes to the repository.

How does the skill handle documentation for new libraries?

It utilizes the Context7 MCP to fetch up-to-date documentation and best practices for libraries and package managers before attempting any code implementation.

Which programming languages and frameworks are supported?

The workflow-dev skill includes built-in support for Node.js, Python (Django/pytest), Rust (Cargo), and Go, automatically detecting the project type based on configuration files.

What happens if the CI/CD pipeline fails?

The skill monitors the workflow status, analyzes failure logs, and enters a retry loop to implement fixes until all status checks pass.

DevLoop Workflow Automator

Name: DevLoop Workflow Automator
Author: laurigates

bylaurigates

•

Deployment & DevOps

Automates the end-to-end development cycle by identifying test failures, managing GitHub issues, and implementing solutions via TDD.

The DevLoop Workflow Automator is a specialized Claude Code skill designed for autonomous software maintenance and development. It streamlines the entire engineering lifecycle by syncing with the main branch, running project-specific test suites across multiple languages, and automatically generating GitHub issues for any detected failures. Once an issue is selected based on your priority criteria, the skill follows a strict Test-Driven Development (TDD) implementation loop, creates descriptive pull requests, and monitors CI status until all checks pass. This is an essential tool for engineering teams looking to clear technical debt and resolve bug backlogs with minimal manual oversight.

Key Features

01Integrated GitHub lifecycle management including branch creation, PRs, and issue closing

0210 GitHub stars

03Prioritized issue selection based on labels, complexity, and 'quick-win' potential

04Real-time CI/CD status monitoring with automated recovery from pipeline failures

05Strict Test-Driven Development (TDD) loop ensuring code quality and regression testing

06Autonomous issue detection via automated test suite execution for Node, Python, Rust, and Go

Use Cases

01Clearing a backlog of low-priority bugs and 'good first issues' autonomously

02Automating the fix-and-verify cycle for CI/CD test regressions in large repositories

03Maintaining repository health through automated security audits and linting violation fixes

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add laurigates/claude-plugins workflow-dev

For use in Claude.ai and ChatGPT

Download Skill