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orchestration

Classify software engineering tasks and coordinate expert agents through workflows.

Updated Mar 14, 2026
Search Tags:#software engineering#quality assurance#workflow management#agent coordination#task orchestration
One-click install
npx skills add https://github.com/ironkid90/Lucky5-v7 --skill orchestration-ironkid90
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: orchestration
Source: https://github.com/ironkid90/Lucky5-v7/tree/main/.ptah/skills/orchestration
Command: npx skills add https://github.com/ironkid90/Lucky5-v7 --skill orchestration-ironkid90

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the orchestration of software engineering tasks, coordinating expert agents to efficiently manage workflows and ensure high-quality deliverables.

Core Features & Use Cases

  • Task Classification: Automatically classify tasks into predefined types (FEATURE, BUGFIX, etc.) and select appropriate workflows.
  • Dynamic Workflows: Support full, partial, and minimal workflows for different task complexities.
  • Specialist Agents: Delegate tasks to expert agents for code development, testing, and quality assurance.
  • User Validation: Present deliverables to the user for validation and feedback.
  • Error Handling: Provide robust error handling and recovery mechanisms to ensure task completion.
  • Use Case: A software development team can use this Skill to initiate a new feature development process, automatically classify the task, assign appropriate agents, and manage the workflow from start to finish.

Quick Start

/orchestrate Start a new feature development task

Frequently Asked Questions about orchestration

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

FAQPage Schema
How do I coordinate expert agents for software engineering task orchestration?▼

Software engineering task orchestration coordinates expert agents by automatically classifying tasks, selecting dynamic workflows, and delegating work to specialist agents for code development, testing, and quality assurance.

What is the best way to manage workflows for complex bug fixes and feature development?▼

Workflow management for bug fixes and feature development uses dynamic workflows that scale from minimal to full complexity, automatically classifying the task type to assign appropriate specialist agents.

Can I use task orchestration for refactoring and devops tasks?▼

Yes, task orchestration supports various software engineering tasks including refactoring, documentation, research, devops, and SaaS initialization by classifying them into predefined types and selecting matching workflows.

How do I start a new feature development process using agent coordination?▼

You can start a new feature development process by initiating the orchestration command, which classifies the task, assigns expert agents, and manages the workflow from start to finish with user validation.

Does the orchestration workflow include error handling and recovery mechanisms?▼

Yes, the orchestration workflow provides robust error handling and recovery mechanisms to ensure task completion, presenting deliverables to the user for validation and feedback throughout the process.

What workflow complexities are supported for software development task management?▼

Task management supports full, partial, and minimal workflows designed for different software development task complexities, ensuring appropriate resource allocation based on the classified task type.

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