orchestrate

Breaks down software tasks and delegates them to Claude Code CLI workers.

17|Updated May 24, 2014
One-click install
npx skills add https://github.com/blacktop/dotfiles --skill orchestrate-blacktop
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrate
Source: https://github.com/blacktop/dotfiles/tree/main/ai/skills/orchestrate
Command: npx skills add https://github.com/blacktop/dotfiles --skill orchestrate-blacktop

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines complex, multi-step tasks by intelligently delegating bounded work to Claude Code CLI, allowing Codex to maintain lead developer oversight.

Core Features & Use Cases

  • Task Decomposition: Breaks down large tasks into smaller, manageable sub-tasks.
  • Delegation: Assigns specific sub-tasks to Claude Code CLI for execution.
  • Parallel Execution: Runs independent Claude sessions concurrently to save time.
  • Context Isolation: Uses worktrees for risky or concurrent edits, ensuring a clean environment.
  • Custom Agents: Defines specialized Claude sub-agents for recurring roles.
  • Use Case: When tasked with refactoring a large module, this Skill can decompose the work, delegate boilerplate code generation to Claude, and manage the integration of changes while Codex focuses on the core architecture.

Quick Start

Use the orchestrate skill to split the task of implementing the user authentication flow into smaller sub-tasks and delegate them to Claude Code.

Frequently Asked Questions about orchestrate

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

FAQPage Schema
How do I orchestrate multi-step software development tasks for parallel execution?

To orchestrate multi-step software development tasks, you decompose them into atomic units and delegate bounded work to Claude Code CLI as a worker, enabling parallel execution of independent sub-tasks while maintaining lead developer oversight.

What is task decomposition in multi-agent workflow automation?

Task decomposition in multi-agent workflow automation involves breaking down large development tasks into smaller, manageable sub-tasks and delegating them to specialized Claude sub-agents for concurrent execution and context isolation.

Can I use worktrees for context isolation during concurrent code generation?

Yes, you can use worktrees for context isolation during concurrent code generation, ensuring a clean environment for risky or concurrent edits when delegating bounded work to parallel Claude Code CLI sessions.

Does orchestration support custom Claude sub-agents for specialized roles?

Yes, orchestration supports defining custom Claude sub-agents for recurring specialized roles, allowing Codex to delegate specific sub-tasks while acting as the lead developer managing the overall architecture and integration.

What are the limitations of delegating work to Claude Code CLI?

Limitations of delegating work to Claude Code CLI include the requirement for structured output and verification commands for each delegated unit, as well as the need to manually manage context isolation via worktrees for concurrent edits.

When do I need parallel execution for multi-agent code generation?

You need parallel execution for multi-agent code generation when independent sub-tasks can run concurrently to save time, such as when delegating boilerplate code generation while managing core architecture integration separately.