prose

Orchestrate AI agents across multi-step workflows with structured state management.

7|12|Updated Mar 10, 2026

Search Tags:#workflow #multi-agent #agents #orchestration #vm #openprose

Ready to run

npx skills add https://github.com/borealBytes/my-farm-advisor --skill prose-borealbytes

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: prose
Source: https://github.com/borealBytes/my-farm-advisor/tree/main/extensions/open-prose/skills/prose
Command: npx skills add https://github.com/borealBytes/my-farm-advisor --skill prose-borealbytes

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

OpenProse VM skill pack enables reliable orchestration of AI agents and multi-step workflows within a unified runtime, reducing manual coordination overhead.

Core Features & Use Cases

Centralizes agent definitions, sessions, and imports to automate complex multi-agent tasks.
Supports nested imports, persistent agents, and structured state backends for resumption and auditing.
Use cases include captain-style orchestration, agent collaboration, and scalable workflow pipelines.

Quick Start

Define a basic agent and a simple session, then run a tiny multi-agent workflow to see OpenProse in action.

Frequently Asked Questions about prose

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

FAQPage Schema

How do I orchestrate multi-agent AI workflows with persistent state?▼

You orchestrate multi-agent AI workflows using a unified VM that centralizes agent definitions, sessions, and imports while managing persistent state across nested tasks. This structured state management ensures reliable execution traces for complex agent coordination.

What is the best way to coordinate nested AI agent sessions?▼

The best way to coordinate nested AI agent sessions is using a unified runtime that supports nested imports and persistent agents. This approach automates complex multi-agent tasks and provides structured state backends for resumption and auditing.

Can I use SQLite or PostgreSQL for multi-agent workflow state management?▼

Yes, you can use SQLite or PostgreSQL for multi-agent workflow state management. The system supports flexible backends including filesystem, SQLite, and PostgreSQL to suit different scales and ensure reliable execution traces across projects.

How do I set up a basic multi-agent workflow pipeline?▼

To set up a basic multi-agent workflow pipeline, define a basic agent and a simple session, then run a small multi-agent workflow. This quick start approach demonstrates the orchestration runtime in action with minimal manual coordination overhead.

Does multi-agent orchestration support execution traces for auditing?▼

Yes, multi-agent orchestration supports execution traces for auditing. By providing structured state management and flexible backends, the system satisfies requirements for reliable execution traces and scalable workflow pipelines across teams.