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deep-agents-orchestration

Orchestrate subagent tasks, TodoList planning, and Human-in-the-Loop approvals in Deep Agent systems.

Updated Mar 20, 2026
Search Tags:#orchestration#task planning#subagent#human-in-the-loop#deep-agent
One-click install
npx skills add https://github.com/orezek/paradegolf --skill deep-agents-orchestration-orezek
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: deep-agents-orchestration
Source: https://github.com/orezek/paradegolf/tree/main/.agents/skills/deep-agents-orchestration
Command: npx skills add https://github.com/orezek/paradegolf --skill deep-agents-orchestration-orezek

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires deepagents, @langchain/core, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Deep Agents require coordination across subagents, planning with TodoLists, and human oversight through HITL. This skill addresses the complexities of orchestrating such interactions efficiently.

Core Features & Use Cases

  • Subagent Orchestration: Assign and manage tasks through specialized subagents, enhancing task-specific tooling and context management.
  • TodoList Management: Plan and track complex multi-step tasks within a consistent framework.
  • HITL Workflows: Integrate human-in-the-loop for sensitive operations, ensuring accountability and compliance.
  • Use Case: For example, you could use this skill to automate a multi-step process like software development, where a deep agent handles the design, a subagent performs unit tests, and a human in the loop signs off on the release.

Quick Start

Deploy a Deep Agent for a complex task like software development: define the task in a TodoList, create subagents for specialized tasks, and require human approval at critical steps.

Frequently Asked Questions about deep-agents-orchestration

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

FAQPage Schema
How do I coordinate subagents and task planning in a deep agent workflow?▼

Subagent orchestration coordinates complex deep agent workflows by assigning specialized tasks, tracking progress via TodoLists, and routing sensitive operations through Human-in-the-Loop approval gates.

What is human-in-the-loop workflow integration for agent task execution?▼

Human-in-the-Loop workflows integrate human oversight into agent task execution, requiring explicit approval at critical workflow steps to ensure accountability and compliance for sensitive operations.

Can I use deepagents with LangChain to manage multi-step software development tasks?▼

Yes, deepagents integrates with @langchain/core to serve and manage multi-step tasks, enabling you to automate processes like software development by defining subagents and TodoList plans.

How do I set up a deep agent for a complex multi-step software development process?▼

Deploy a deep agent by defining your software development task in a TodoList, creating specialized subagents for distinct phases like unit testing, and configuring human approval for releases.

Does subagent orchestration require separate context management for each task?▼

Subagent orchestration enhances task-specific tooling and context management by assigning specialized subagents, ensuring each subagent operates within its own focused execution context.

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