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prose

Route OpenProse prose commands and .prose programs into multi-agent workflow execution.

Updated Mar 21, 2026
Search Tags:#state management#workflow orchestration#multi-agent#remote execution#openprose#command routing
One-click install
npx skills add https://github.com/Polealpha/XINNIAN_PI --skill prose-polealpha
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prose
Source: https://github.com/Polealpha/XINNIAN_PI/tree/main/app%20windows/vendor/openclaw-runtime/extensions/open-prose/skills/prose
Command: npx skills add https://github.com/Polealpha/XINNIAN_PI --skill prose-polealpha

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

OpenProse turns natural-language instructions into a structured, VM-like workflow that can spawn multiple AI sessions, manage state, and coordinate complex multi-step tasks.

Core Features & Use Cases

  • Command routing for OpenProse programs: Activates whenever you use prose commands, run a .prose file, or mention OpenProse to ensure the correct workflow is executed.
  • Multi-agent orchestration: Enables agent/session pipelines, parallel execution, loops, conditionals, and reusable blocks through a single unified skill.
  • Local or remote program execution: Supports running programs from local paths or from URLs/registry-style references via resolution rules.

Quick Start

Use the prose skill to run a program from a file path named workflow.prose in your project.

Frequently Asked Questions about prose

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

FAQPage Schema
What is OpenProse workflow orchestration and when do I need it?▼

OpenProse workflow orchestration turns natural-language instructions into a structured, VM-like workflow that spawns multiple AI sessions to manage state and coordinate complex multi-step tasks. You need it for multi-agent pipelines, loops, and conditionals.

How do I run a .prose program file from a local path or URL?▼

To run a .prose program, trigger the command routing workflow by using prose commands or mentioning OpenProse. The runner resolves local file paths, direct URLs, or registry shorthand references to execute the program locally or remotely.

Can I manage state selection and multi-session orchestration in OpenProse?▼

Yes, multi-session orchestration in OpenProse supports agent pipelines, parallel execution, and state selection. The workflow runner coordinates these sessions and handles migration behaviors across local and remote program sources.

Does OpenProse support compilation and validation for .prose programs?▼

Yes, OpenProse applies to compilation and validation flows for .prose programs. The command routing mechanism ensures structured workflows are correctly executed during bootstrapping, help browsing, and program validation.

What are the requirements for executing OpenProse workflows correctly?▼

Executing OpenProse workflows requires correct activation triggers, OpenClaw session/file/web mappings, and program resolution rules that distinguish direct URLs, registry shorthand, and local paths for accurate command routing.

Why does my OpenProse program fail to resolve during execution?▼

OpenProse program resolution fails if program resolution rules are not correctly applied to distinguish direct URLs, registry shorthand, and local paths, or if OpenClaw session/file/web mappings and activation triggers are missing.

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