orchestrate

Decompose engineering tasks into parallel execution plans for multi-agent systems.

Updated Apr 23, 2026
One-click install
npx skills add https://github.com/phintruong/skills --skill orchestrate-phintruong
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrate
Source: https://github.com/phintruong/skills/tree/main/orchestrate
Command: npx skills add https://github.com/phintruong/skills --skill orchestrate-phintruong

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the bottleneck of managing complex engineering tasks by decomposing them into structured, parallelizable subtasks that can be executed by multiple specialized AI agents.

Core Features & Use Cases

  • Task Decomposition: Automatically breaks down high-level engineering requirements into granular subtasks with clear dependencies.
  • Multi-Agent Orchestration: Assigns tasks to specific agents (Codex, Claude, Cursor) based on their unique strengths in coding, architecture, or UI development.
  • Wave-based Execution: Manages complex workflows through sequential waves, ensuring foundation work is completed before integration, while allowing parallel execution for independent features.

Quick Start

Invoke the orchestrate skill by typing /orchestrate followed by the engineering task you want to decompose into a parallel execution plan.

Frequently Asked Questions about orchestrate

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

FAQPage Schema
How do I decompose complex engineering tasks for parallel execution?

Task decomposition for multi-agent orchestration works by mapping subtask dependencies and assigning each subtask to an agent based on its specific tool capability profile, such as coding, architecture, or UI development.

How do I coordinate multiple AI agents on a single software engineering workflow?

You coordinate multiple AI agents by using a wave-based execution plan, ensuring foundational work finishes before integration tasks while allowing independent features to be developed in parallel across the distributed development cycle.

Can I assign subtasks to specific agents like Codex, Claude, or Cursor based on their capabilities?

Yes, multi-agent orchestration supports agent assignment based on unique tool capability profiles, routing coding, architecture, or UI development subtasks to the most suitable AI agent for the job.

What is wave-based workflow coordination in multi-agent systems?

Wave-based workflow coordination is an execution strategy that manages complex engineering workflows through sequential waves, completing foundation work before moving to integration while allowing parallel execution for independent features.

How do I track the status of distributed development tasks across multiple agents?

You can track distributed development status by generating instruction files for each subtask, which the orchestration system uses to monitor progress and manage dependency mapping throughout the multi-agent execution cycle.