orchestrating-swarms

Coordinate multi-agent teams with tasks and inbox messaging.

11|1|Updated Mar 3, 2026

Search Tags:#multi-agent #pipeline #swarm #teamwork #code-review #orchestrating

Ready to run

npx skills add https://github.com/SZoloth/skill-pack --skill orchestrating-swarms-szoloth

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: orchestrating-swarms
Source: https://github.com/SZoloth/skill-pack/tree/main/skills/orchestrating-swarms
Command: npx skills add https://github.com/SZoloth/skill-pack --skill orchestrating-swarms-szoloth

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrating multiple autonomous agents to efficiently tackle complex, multi-step tasks that benefit from parallelism and structured handoffs.

Core Features & Use Cases

Team-based task orchestration: Create teams, assign teammates, and manage shared task queues.
Parallel and dependent workflows: Run agents in parallel or in sequential pipelines with dependencies.
Inbox-driven communication: Leverage message passing to coordinate results and decisions.

Quick Start

Spawn a team and start parallel agents to handle a set of tasks.

Frequently Asked Questions about orchestrating-swarms

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

FAQPage Schema

How do I coordinate multiple AI agents for parallel task execution?▼

You orchestrate multi-agent swarms by creating teams, assigning teammates, and managing shared task queues to coordinate parallel execution and dependency-driven workflows across autonomous agents.

What is an inbox-based communication system for agent teamwork?▼

Inbox-driven communication leverages message passing to coordinate decisions and results between agents, enabling structured handoffs and end-to-end swarm orchestration across distributed problem-solving workflows.

How do I set up a code review pipeline with dependent agent workflows?▼

You establish code review pipelines by creating a team, assigning tasks with dependencies, and running agents in sequential pipelines where downstream agents process results from upstream agents via inbox-based messaging.

Can I run multi-agent swarms for distributed problem solving without external dependencies?▼

Yes, multi-agent swarm orchestration operates with no external dependencies, using the built-in TeammateTool and task system to manage leader-teammate lifecycles and task dependencies internally.

When should I use multi-agent orchestration instead of a single agent for complex tasks?▼

Multi-agent orchestration is ideal when complex, multi-step tasks benefit from parallelism and structured handoffs, allowing you to split work across specialized agents rather than overloading a single agent.

How does the leader-teammate lifecycle work in swarm orchestration?▼

The leader-teammate lifecycle allows a leader agent to spawn teammates, assign tasks from a shared queue, and coordinate dependency-driven workflows, managing the team's execution from start to finish.