orchestrator

Name: orchestrator
Availability: InStock
Author: tienching

Coordinate long-running AI tasks and subtasks via the Nexus orchestrator CLI.

2|Updated Feb 14, 2026

Search Tags:#cli #orchestrator #task-management #multi-provider #nexus #ai-tasks #task-api

Ready to run

npx skills add https://github.com/Tienching/AgentNexus --skill orchestrator-tienching

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: orchestrator
Source: https://github.com/Tienching/AgentNexus/tree/main/prompts/skills/orchestrator
Command: npx skills add https://github.com/Tienching/AgentNexus --skill orchestrator-tienching

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Nexus Task Orchestrator provides a unified interface to create, monitor, and manage background AI tasks, enabling teams to break work into subtasks, track progress, and ensure reliable completion without context blowup.

Core Features & Use Cases

Create and plan complex task workflows with dependencies (plan)
Monitor progress and retrieve results with minimal context burden (result)
Follow up on tasks with new prompts while preserving context (continue)
Cancel, delete, and audit tasks across multiple providers and sessions
CLI-driven automation (plan, create, list, get, log, result, continue, cancel, delete, status, projects)
Task isolation by exec_user per Nexus API for multi-user environments

Quick Start

Create a plan with tasks and monitor their progress using the orchestrator CLI.

Frequently Asked Questions about orchestrator

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

FAQPage Schema

How do I manage long-running AI tasks without losing context?▼

Long-running AI tasks can be managed without context blowup by breaking complex work into subtasks, monitoring progress through a unified task API, and retrieving results independently of the active session context.

Can I follow up on a background AI task with a new prompt after it starts?▼

Yes, you can follow up on background AI tasks with new prompts while preserving the original context. This allows you to continue task workflows across multiple providers without restarting the entire process.

What CLI commands are needed for full lifecycle task management of AI workflows?▼

Full lifecycle task management is handled via the orchestrator CLI using commands like plan, create, list, get, log, result, continue, cancel, delete, and status to coordinate complex AI task workflows end-to-end.

Does the Nexus task orchestrator support multi-user environments?▼

Yes, multi-user environments are supported through task isolation by exec_user per Nexus API, ensuring that background AI tasks and their results remain segregated across different users.

How do I plan complex AI workflows with dependencies between subtasks?▼

Complex AI workflows with dependencies are planned by breaking work into subtasks using the plan command, allowing you to coordinate multi-step processes and monitor their progress sequentially or in parallel across providers.

What is the best way to monitor progress and retrieve results for background AI tasks?▼

The best way to monitor progress and retrieve results for background AI tasks is by using the log and result CLI commands, which provide task tracking and output retrieval with minimal context burden.