What types of agents can this skill launch?

The orchestrator can launch several sub-agent types including 'general-purpose' for simple edits, 'Explore' for research, and 'advanced-general-purpose' for complex logic.

Can it handle dependencies between files?

Yes, it supports a 'Staged Parallel' workflow which allows you to update dependency files in an initial wave before proceeding to consumer files in subsequent waves.

How does the integration phase work?

After sub-agents complete their work, the orchestrator verifies the success of each task, checks for code conflicts, and initiates integration tests to ensure repository stability.

How does the Parallel Task Orchestrator save context?

By delegating file-specific tasks to sub-agents, it prevents a single context window from becoming overloaded with unrelated file data, keeping each sub-task focused and precise.

Parallel Task Orchestrator

Name: Parallel Task Orchestrator
Author: xmgrex

byxmgrex

0•

Productivity & Workflow

Orchestrates multi-file development tasks by delegating sub-tasks to parallel AI agents for faster, context-aware execution.

The Complex Orchestrator skill empowers Claude to manage large-scale code modifications by breaking down complex requirements into file-scoped units. It optimizes performance by launching sub-agents in parallel, utilizing specialized strategies like Staged Parallel and Fan-out/Fan-in to handle dependencies effectively. This approach prevents context bloat in the main agent and significantly reduces the time required for repository-wide refactoring and cross-component updates.

Key Features

01Automated multi-file task decomposition

02Parallel sub-agent delegation in a single message

03Staged workflow strategies for dependency management

04Context-optimized prompting for sub-agents

05Integrated verification and conflict checking

060 GitHub stars

Use Cases

01Refactoring shared components across multiple files simultaneously

02Applying consistent logic or styling updates across a repository

03Executing staged migrations where dependencies must be updated in waves

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add xmgrex/ccx-arsenal complex-orchestrator

For use in Claude.ai and ChatGPT

Download Skill