Deep Agents Orchestration

Delegate tasks to subagents with TodoList planning and human approval gates.

1.1k|86|Updated Jan 22, 2026
One-click install
npx skills add https://github.com/langchain-ai/langchain-skills --skill deep-agents-orchestration
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Deep Agents Orchestration
Source: https://github.com/langchain-ai/langchain-skills/tree/main/config/skills/deep-agents-orchestration
Command: npx skills add https://github.com/langchain-ai/langchain-skills --skill deep-agents-orchestration

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines complex agent workflows by providing robust mechanisms for task delegation to specialized subagents, intelligent task planning, and crucial human-in-the-loop approval for sensitive operations.

Core Features & Use Cases

  • SubAgentMiddleware: Delegate tasks to specialized agents for focused execution.
  • TodoListMiddleware: Automatically generate and track multi-step task plans.
  • HumanInTheLoopMiddleware: Implement approval gates for critical actions.
  • Use Case: An agent needs to deploy code. It can use a "code-deployer" subagent with HITL approval for the deploy_to_prod tool, ensuring safety before execution.

Quick Start

Use the Deep Agents Orchestration skill to delegate a research task to a specialized 'researcher' subagent.

Frequently Asked Questions about Deep Agents Orchestration

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

FAQPage Schema
How do I add human-in-the-loop approvals for sensitive agent tools?

Add human-in-the-loop approvals for sensitive agent tools by configuring approval gates that interrupt execution. This ensures human verification is required before critical operations like deploying code to production can proceed.

What is the best way to orchestrate subagents for complex workflow automation?

Orchestrate subagents for complex workflow automation by delegating tasks to specialized agents for focused execution. This approach manages stateful tasks and handles interrupts, streamlining multi-step processes through dedicated delegation.

How do I generate and track multi-step task plans for autonomous agents?

Generate and track multi-step task plans for autonomous agents using automated task planning with TodoList. This mechanism creates structured plans and maintains stateful task management via thread IDs throughout the workflow.

Can I create custom subagents for specific task delegation?

Create custom subagents for specific task delegation to achieve focused execution within your agent workflows. This allows you to design specialized agents tailored to distinct operational requirements like research or code deployment.

When do I need human-in-the-loop interrupts in agent workflows?

Implement human-in-the-loop interrupts in agent workflows when executing sensitive operations that require safety checks. This mechanism pauses automated processes to secure explicit human approval before irreversible actions are performed.

Does workflow automation support stateful task management across multiple steps?

Workflow automation supports stateful task management across multiple steps by utilizing thread IDs. This allows complex agent workflows to maintain context and track progress continuously throughout subagent delegation and task planning.