prose

Coordinate multi-agent workflows with durable state across filesystems or databases.

5|Updated Mar 17, 2026
One-click install
npx skills add https://github.com/p-sree-sai-pavan/P.A.R.K.E.R --skill prose-p-sree-sai-pavan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prose
Source: https://github.com/p-sree-sai-pavan/P.A.R.K.E.R/tree/main/gateway/extensions/open-prose/skills/prose
Command: npx skills add https://github.com/p-sree-sai-pavan/P.A.R.K.E.R --skill prose-p-sree-sai-pavan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

OpenProse VM coordinates multi-agent workflows and stateful execution across AI sessions, addressing the complexity of coordinating agents, passes of context, and durable run-state management.

Core Features & Use Cases

  • Orchestrates session spawning, agent definitions, imports, and parallel branches to enable complex workflows.
  • Supports multiple state backends (filesystem, in-context, SQLite, PostgreSQL) for persistence and resumption.
  • Enables context passing and binding results to drive downstream tasks.

Quick Start

Run a simple .prose file to observe the OpenProse VM orchestrate a basic session.

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 with durable state across AI sessions?

Multi-agent workflow orchestration coordinates parallel tasks, agent definitions, and context binding to maintain durable run state across AI sessions using filesystem, in-context, SQLite, or PostgreSQL backends for persistence and resumption.

What is the best way to manage stateful execution for parallel AI agent tasks?

Stateful execution for parallel AI agent tasks is managed by orchestrating session spawning and parallel branches, binding results to drive downstream tasks, and persisting run state to database or filesystem backends for reliable resumption.

Does OpenProse VM support multiple state backends for workflow persistence?

OpenProse VM supports multiple state backends for workflow persistence, including filesystem, in-context, SQLite, and PostgreSQL, allowing you to resume complex multi-agent execution states across different storage environments.

How do I pass context between agents in a multi-agent workflow?

To pass context between agents in a multi-agent workflow, you use context binding semantics to attach and pass execution results, enabling downstream tasks to consume the outputs of upstream agent branches and imports.

Can I run a .prose file to execute a basic multi-agent workflow session?

You can run a simple .prose file to execute a basic multi-agent workflow session, allowing the OpenProse runtime to orchestrate session spawning, agent imports, and context passing automatically.

When should I not use a multi-agent orchestration approach for AI workflows?

You should avoid multi-agent orchestration for AI workflows when your tasks are strictly sequential, require no parallel branches, or lack the need for durable run-state management and context binding across persistent sessions.