Does the Orchestrator write code directly?

No, the Orchestrator follows a strict 'Iron Law' where it does not write code, read files, or run commands itself. Instead, it delegates these tasks to specialized worker agents to maintain high-level project coordination.

How does the orchestrator keep the user informed?

It uses a consultative approach, asking high-context clarifying questions and providing synthesized progress updates that focus on milestones and outcomes rather than technical internal logs.

What is the benefit of parallel execution in Claude Code?

Parallel execution allows Claude to handle multiple components of a project—such as API design, UI development, and test writing—simultaneously, significantly reducing the total time to completion for complex requests.

What kind of worker agents can be spawned?

The skill can spawn various agent types including Explore agents for research, Plan agents for architecture, and General-Purpose, Junior, or Senior Engineer agents for implementation tasks.

Agent Orchestration

Name: Agent Orchestration
Author: duyet

byduyet

•

Productivity & Workflow

Orchestrates complex multi-step development tasks by coordinating parallel background agents and synthesizing results into cohesive solutions.

This skill transforms Claude into a high-level 'Conductor' designed to handle ambitious, multi-component requests that require more than a single-threaded approach. Instead of performing direct implementation, the orchestrator decomposes complex visions into intelligent task graphs, spawns specialized background workers to handle parallel streams of work, and manages dependencies. It is particularly effective for large-scale codebase investigations, multi-layered feature implementations, or architectural migrations where efficiency and high-level synthesis are paramount. By shielding the user from the underlying machinery, it provides a seamless, professional experience that turns high-level intent into finished reality.

Key Features

01Parallel task decomposition and graph management

022 GitHub stars

03Consultative decision-making using high-context user questioning

04Advanced coordination patterns like Fan-Out, Map-Reduce, and Speculative execution

05Intelligent synthesis of disparate agent outputs into unified narratives

06Automated background worker delegation and monitoring

Use Cases

01Conducting comprehensive codebase audits across security, performance, and quality dimensions simultaneously.

02Building full-stack features where frontend, backend, and documentation can be developed in parallel.

03Executing complex architectural refactors that require speculative testing of multiple implementation hypotheses.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add duyet/claude-plugins orchestration

For use in Claude.ai and ChatGPT

Download Skill