deep-agents-orchestration

Orchestrate subagents, to-do lists, and human approvals for complex tasks.

1|Updated Apr 30, 2026

Search Tags:#todo list #task orchestration #human-in-the-loop #subagent management #complex task management

Ready to run

npx skills add https://github.com/wpsadi/stock-agent --skill deep-agents-orchestration-wpsadi

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: deep-agents-orchestration
Source: https://github.com/wpsadi/stock-agent/tree/main/.agents/skills/deep-agents-orchestration
Command: npx skills add https://github.com/wpsadi/stock-agent --skill deep-agents-orchestration-wpsadi

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the challenge of managing complex tasks and workflows by providing a robust system for orchestrating subagents, managing to-do lists, and incorporating human-in-the-loop approvals.

Core Features & Use Cases

SubAgentMiddleware: Delegate complex tasks to specialized agents for efficient execution.
TodoListMiddleware: Plan and track multi-step tasks with the built-in todo list system.
Human-in-the-LoopMiddleware: Ensure critical operations receive human oversight before execution.
Use Case: Use this Skill to plan and execute a comprehensive market analysis, including data gathering, analysis, and report generation, while ensuring human review for sensitive decisions.

Quick Start

Use the deep-agents-orchestration skill to create a multi-step analysis plan, including data collection, analysis, and report generation, with human-in-the-loop reviews for key decisions.

Frequently Asked Questions about deep-agents-orchestration

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

FAQPage Schema

How do I manage complex task orchestration with human-in-the-loop approvals?▼

You can orchestrate complex tasks by using middleware to delegate subagents, track multi-step todo lists, and route critical operations through human-in-the-loop oversight before execution.

What is the best way to delegate multi-step administrative workflows to specialized agents?▼

Delegating multi-step administrative workflows involves using subagent management to assign specialized tasks, paired with a todo list system to plan and track execution progress.

Do I need Python and LangChain to execute subagent management workflows?▼

Yes, Python and LangChain are required to execute subagent management workflows, as the task orchestration system depends on these frameworks for its middleware to function.

How does a todo list system work for complex task planning and tracking?▼

A todo list system for complex task planning works by breaking down workflows into multi-step items, allowing you to track progress and manage dependencies throughout the execution lifecycle.

When should I use human-in-the-loop oversight for task delegation?▼

You should use human-in-the-loop oversight for task delegation when handling critical operations or sensitive decisions, ensuring administrative workflows receive human review before final execution.