What problem does it solve?
Managing and automating complex software development workflowsāspanning CI/CD pipelines, git worktree coordination, scientific tool selection, multiāagent orchestration, testing, and release processesācan be errorāprone and fragmented. This skill consolidates those steps into a coherent, guided workflow.
Core Features & Use Cases
- CI/CD Pipelines: Design, optimize, and troubleshoot GitHub Actions or GitLab CI.
- Git Worktree Management: Create, list, and clean parallel feature worktrees following GitFlow.
- Scientific Workflow Selection: Choose appropriate tools such as joblib, Prefect, Parsl, Covalent, FireWorks, or quacc.
- MultiāAgent Orchestration: Coordinate specialized agents for specification, implementation, testing, and release.
- TDD & Code Review Automation: Run REDāGREENāREFACTOR cycles with TRUSTāÆ5 validation.
- Release Automation: Perform semantic versioning and automated releases via semanticārelease.
Use case: a team launching a new microservice can invoke this skill to set up the full pipeline from code to production with minimal manual steps.
Quick Start
Ask the workflow automation skill to create a full CI/CD pipeline and git worktree structure for my new project.