spacesky-cell

Agent Team Orchestrator — AI skill for Claude Code

AI community

Multi-Agent Collaboration Orchestration System based on LangGraph - Automatically decomposes complex tasks and assigns them to specialized AI Agents for parallel execution.

How to install Agent Team Orchestrator

This entry records only its repository, not the path inside it, so there is no exact command to give. Open spacesky-cell/agent-team-orchestrator and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Agent Team Orchestrator does

Multi-Agent Collaboration Orchestration System based on LangGraph - Automatically decomposes complex tasks and assigns them to specialized AI Agents for parallel execution.

Alternatives in AI

Open Multi Agent — TypeScript multi-agent orchestration engine — one runTeam() call from goal to result 5.8k ★
Golutra — Multi-agent AI orchestration platform for automation, workflows, and developer tools 3.8k ★
Omnara — by Ishaan Sehgal - A command center for AI agents that syncs Claude Code sessions across terminal, web, and mo 2.6k ★

README

Agent Team Orchestrator

[![CI](https://github.com/spacesky-cell/agent-team-orchestrator/actions/workflows/ci.yml/badge.svg)](https://github.com/spacesky-cell/agent-team-orchestrator/actions/workflows/ci.yml) [![npm](https://img.shields.io/npm/v/@spacesky-cell/agent-team-orchestrator)](https://www.npmjs.com/package/@spacesky-cell/agent-team-orchestrator) [![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)

ATO is a local multi-agent task runner built on LangGraph. It decomposes a task into role-based work, runs ready branches in parallel, checkpoints progress, and puts mutating tools behind durable approvals. The same Python runtime is exposed through a CLI and an MCP stdio server.

[中文说明](README_CN.md) | [Quickstart](docs/QUICKSTART.md) | [MCP guide](docs/MCP_GUIDE.md) | [Architecture](docs/architecture.md)

Install

Requirements: Python 3.10+, Node.js 18+, and an LLM provider. The default provider reuses an authenticated [Claude Code CLI](https://docs.anthropic.com/en/docs/claude-code) installation.

npm install --global @spacesky-cell/agent-team-orchestrator
ato doctor

The npm package includes the ATO Python wheel. The first command that needs the core creates an isolated, versioned runtime and may download Python dependencies; npm installation itself runs no postinstall script and does not modify global Python. `ato --version` and help remain immediate.

`ato doctor` verifies the managed Python executable, `ato_core` version, packaged roles, project root, and Claude CLI availability. Advanced users can set `ATO_PYTHON` to a compatible Python that already contains `ato_core`.

Run A Task

ato roles
ato run "Review this repository and implement the highest-impact reliability fix" --detach
ato status 
ato audit

Omit `--detach` to keep the CLI attached. When a mutating tool needs approval, the CLI shows the durable request ID and resumes the same LangGraph checkpoint after your decision.