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RobbyMo81
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prose

Coordinate multi-agent workflows in OpenProse with sessions, imports, and state backends for parallel execution and persistence.

Updated Feb 16, 2026
Search Tags:#agents#prose#orchestration#sessions#state-management#vm#openprose
One-click install
npx skills add https://github.com/RobbyMo81/assistantrobby --skill prose-robbymo81
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prose
Source: https://github.com/RobbyMo81/assistantrobby/tree/main/extensions/open-prose/skills/prose
Command: npx skills add https://github.com/RobbyMo81/assistantrobby --skill prose-robbymo81

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

OpenProse provides a VM-driven framework to orchestrate multi-agent workflows, enabling complex pipelines to be defined and executed reliably.

Core Features & Use Cases

  • Unified orchestration of agents, sessions, and imports to run end-to-end workflows.
  • Parallel execution and memory-backed sessions for scalable automation.
  • Resumption and persistence via filesystem or database backends to support long-running tasks.

Quick Start

Create a simple .prose program with an agent or session and run it using prose run to see the workflow execute.

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 workflows for parallel execution?▼

Multi-agent workflow orchestration is handled by defining agents and parallel blocks within a VM-driven framework, enabling parallel execution, session routing, and context propagation for scalable automation.

What is state management for persistent agent sessions?▼

Persistent agent sessions use filesystem or database state backends to store memory and execution context, allowing long-running tasks to resume reliably and maintain state across workflow interruptions.

How do I run a .prose program to execute an agent workflow?▼

To run an agent workflow, create a simple .prose program file defining an agent or session, then execute it using the 'prose run' command to initiate the orchestrated workflow pipeline.

Can I use database backends for resilient run management of agent pipelines?▼

Yes, resilient run management supports both filesystem and database backends, providing persistence and resumption capabilities necessary for managing long-running, memory-backed agent pipeline executions.

Does OpenProse support context propagation across parallel agent blocks?▼

OpenProse supports context propagation across parallel execution blocks, ensuring that state and memory are correctly routed and shared between concurrent agents within the orchestrated workflow.

When do I need a VM-driven framework for agent orchestration?▼

A VM-driven framework is needed for agent orchestration when executing complex, multi-agent pipelines that require unified session routing, parallel execution, and persistent memory for reliable automation.

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