workflow-orchestration

Coordinate autonomous agents across discovery, planning, and execution workflows.

Updated Jan 4, 2026

Search Tags:#automation #workflow #development #agents #orchestration #PR

Ready to run

npx skills add https://github.com/shwilliamson/a-test --skill workflow-orchestration-shwilliamson

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: workflow-orchestration
Source: https://github.com/shwilliamson/a-test/tree/main/.automatasaurus/skills/workflow-orchestration
Command: npx skills add https://github.com/shwilliamson/a-test --skill workflow-orchestration-shwilliamson

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill defines a structured approach to coordinating autonomous agents in software development, enabling seamless discovery, planning, and execution of tasks without manual micromanagement.

Core Features & Use Cases

Automated orchestration: Coordinates multiple agents (developer, architect, designer, tester) to progress work from discovery to PR merge.
Mode-based workflow: Supports discovery, planning, single-issue, and all-issues modes with clear expectations.
Lifecycle guidance: Provides state labels, dependency parsing, and standardized review flows to manage issues and PRs.
Use Case: A team wants to automate issue triage and PR workflows for a new feature across several teams, with automated checks and approvals.

Quick Start

Start by issuing the discovery command to gather requirements, then run the work-plan to generate an implementation plan, and finally run work-all to execute all issues.

Frequently Asked Questions about workflow-orchestration

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

FAQPage Schema

How do I coordinate autonomous agents for software development workflows?▼

Autonomous agent coordination is managed by enforcing a structured framework of modes, roles, and dependencies. This drives consistent automation across discovery, planning, and execution phases to streamline multi-team software projects.

What is the best way to automate issue triage and PR approval workflows across multiple teams?▼

Automating issue triage and PR workflows requires standardized review criteria and state labels to manage issues and PRs. This approach orchestrates multiple agents to progress work from initial discovery to final PR merge with minimal user input.

How do I start an automated development workflow for a new feature?▼

Start an automated development workflow by issuing the discovery command to gather requirements, then run the work-plan to generate an implementation plan, and finally run work-all to execute all issues.

What workflow modes are available for orchestrating development agents?▼

Workflow modes for orchestrating development agents include discovery, planning, single-issue, and all-issues modes. Each mode provides clear expectations and lifecycle guidance for progressing autonomous work.

Can I use autonomous orchestration for multi-team projects requiring architecture reviews?▼

Autonomous orchestration is applicable to multi-team software projects where requirements, architecture reviews, and PR approvals must be coordinated. It assigns roles like developer, architect, designer, and tester to drive the work.

When should I not use an autonomous agent orchestration framework?▼

Autonomous agent orchestration frameworks require minimal manual micromanagement and rely on structured modes. You should avoid this approach if your development workflow lacks clear requirements or cannot utilize standardized review criteria.