orchestration

Coordinates multi-phase projects and AI agents with defined workflows and checkpoints.

14|5|Updated Jan 29, 2026
One-click install
npx skills add https://github.com/oakoss/agent-skills --skill orchestration-oakoss
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestration
Source: https://github.com/oakoss/agent-skills/tree/main/skills/orchestration
Command: npx skills add https://github.com/oakoss/agent-skills --skill orchestration-oakoss

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill tackles the complexity of managing multi-phase projects, coordinating diverse frameworks, and orchestrating multiple AI agents to achieve project goals efficiently and reliably.

Core Features & Use Cases

  • Project Classification: Identifies project type (Simple Feature, New Product, AI-Native) to tailor the approach.
  • Phase-Gate Management: Enforces critical checkpoints to ensure readiness before advancing project phases.
  • Goal Decomposition & Planning: Breaks down complex objectives into actionable steps and sequences capabilities.
  • Multi-Agent Coordination: Defines patterns (Hierarchical, Sequential, Parallel, Handoff) for effective agent collaboration.
  • Use Case: When starting a new AI-native product, use this Skill to classify the project, define the phases (Discovery, AI Architecture, AI Development, etc.), set up phase gates, and orchestrate specialized agents for tasks like RAG implementation and agentic workflow design.

Quick Start

Use the orchestration skill to classify the current project as Pattern C and define the initial development phases.

Frequently Asked Questions about orchestration

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

FAQPage Schema
How do I orchestrate complex multi-agent workflows for an AI-native product?

Multi-agent workflow orchestration coordinates diverse agents by classifying the project as AI-Native, decomposing goals into actionable steps, and defining collaboration patterns like Hierarchical, Sequential, Parallel, or Handoff for reliable execution.

What is phase-gate management in multi-phase project planning?

Phase-gate management in multi-phase project planning enforces critical checkpoints to ensure readiness before advancing project phases, preventing premature progression and ensuring all prerequisites are met before moving forward.

How do I decompose complex project goals into actionable development steps?

Goal decomposition breaks down complex objectives into actionable steps by applying HTN planning, sequencing capabilities, and classifying project patterns to tailor the development approach for effective execution.

Can I use hierarchical and sequential patterns for multi-agent coordination?

Yes, multi-agent coordination supports Hierarchical, Sequential, Parallel, and Handoff patterns to structure agent collaboration, enabling tailored workflows for tasks like RAG implementation and agentic workflow design.

When do I need HTN planning and context distillation for project orchestration?

HTN planning and context distillation are required when orchestrating complex, multi-phase projects and multi-agent workflows, ensuring effective execution of AI-native systems and new product development through structured phase sequencing.

Does multi-agent workflow orchestration require MCP integration?

Yes, MCP integration is required for effective execution of multi-agent workflow orchestration, alongside HTN planning and context distillation, to properly coordinate complex multi-phase projects and framework sequencing.