vers-swarm

Orchestrate parallel agents across branched Vers VMs from a golden state.

2|4|Updated Feb 5, 2026

Search Tags:#parallel processing #agents #orchestration #swarm #distributed computing #vers vm

Ready to run

npx skills add https://github.com/hdresearch/pi-vers --skill vers-swarm

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: vers-swarm
Source: https://github.com/hdresearch/pi-vers/tree/main/clawdbot/skills/vers-swarm
Command: npx skills add https://github.com/hdresearch/pi-vers --skill vers-swarm

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the need to run multiple agents simultaneously on isolated environments, enabling parallel exploration, distributed problem-solving, and efficient task execution across a swarm.

Core Features & Use Cases

Parallel Agent Execution: Spawn and coordinate multiple agents across branched Vers VMs, each starting from an identical golden state.
Isolated Environments: Ensures agents operate independently, preventing interference and allowing for diverse approaches to a problem.
Use Case: Explore different coding solutions in parallel by branching three VMs, assigning one agent to each VM to test a specific library or implementation strategy, and then comparing the results.

Quick Start

Spawn a swarm of three agents from the golden commit ID 'commit_abc123' to explore different solutions.

Frequently Asked Questions about vers-swarm

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

FAQPage Schema

How do I run parallel agents on isolated environments for distributed problem solving?▼

To run parallel agents on isolated environments, you spawn an agent swarm across branched Vers VMs derived from a common golden state. Each agent operates independently on its branched VM, enabling parallel exploration and distributed work without interference.

What is agent swarm orchestration across virtual machines?▼

Agent swarm orchestration across virtual machines is the process of spawning multiple agents simultaneously on branched Vers VMs. It enables multi-path problem solving by having each agent work independently from an identical committed golden state.

Do I need a committed VM state and API key to spawn parallel agents?▼

Yes, spawning parallel agents requires a VERS_API_KEY and a committed VM state for branching. The committed state serves as the golden state from which multiple isolated branched VMs are derived for simultaneous agent execution.

Can I test different coding solutions in parallel using branched VMs?▼

Yes, you can test different coding solutions in parallel by branching multiple VMs from a golden commit ID and assigning one agent to each VM. Each agent explores a specific library or implementation strategy independently, allowing you to compare the results.

What's the best way to coordinate multiple agents for multi-path problem solving?▼

The best way to coordinate multiple agents for multi-path problem solving is orchestrating a swarm across branched Vers VMs. This approach spawns parallel agents on isolated environments derived from a common golden state, ensuring independent and diverse approaches.

Why should I use branched VMs instead of running multiple agents on a single environment?▼

Branched VMs ensure agents operate in isolated environments, preventing interference and allowing diverse approaches to a problem. Running multiple agents on a single environment risks conflicts, whereas branching from a golden state maintains consistency while enabling parallel work.