prose

Define and execute multi-agent workflows using the OpenProse declarative language.

Updated Jan 20, 2026
One-click install
npx skills add https://github.com/Team-Hireal/RealChat --skill prose-team-hireal
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prose
Source: https://github.com/Team-Hireal/RealChat/tree/main/openclaw/extensions/open-prose/skills/prose
Command: npx skills add https://github.com/Team-Hireal/RealChat --skill prose-team-hireal

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates complex multi-agent workflows by allowing you to write structured programs that define agent behavior, data flow, and execution logic, eliminating the need for manual orchestration.

Core Features & Use Cases

  • AI Agent Orchestration: Define and manage sequences, parallel execution, and conditional logic for multiple AI agents.
  • Workflow Automation: Build reusable, robust workflows for tasks like code review, content generation, and data analysis.
  • Use Case: Automate a code review process where one agent identifies potential bugs, another checks for style compliance, and a third synthesizes feedback into a single report, all managed by a central OpenProse program.

Quick Start

Use the prose skill to run the 'hello-world.prose' example program.

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 structured programs?

You orchestrate multi-agent workflows by writing declarative programs in the OpenProse language to define agent behavior, data flow, and execution logic. This approach manages agent lifecycles and state persistence without manual orchestration.

Can I run parallel processing and conditional logic for AI agents?

Yes, AI agent orchestration supports parallel processing, conditional logic, and error handling within structured programs. You can define sequences and manage complex execution scenarios to automate robust multi-agent workflows.

What is OpenProse and how does it handle workflow automation?

OpenProse is a declarative programming language used for workflow automation that defines and executes multi-agent systems. It eliminates manual orchestration by managing state persistence and control flow through structured programs.

How do I automate a code review process using multiple AI agents?

You automate code review by defining an OpenProse program where one agent identifies bugs, another checks style compliance, and a third synthesizes feedback. The structured program manages this multi-agent workflow automatically.

Do I need any external dependencies to run AI agent orchestration?

No external dependencies are required to run AI agent orchestration with OpenProse. The system operates independently using its declarative programming language to manage agent lifecycles and state persistence.

What is the best way to start building multi-agent systems with OpenProse?

The best way to start building multi-agent systems is to run the provided 'hello-world.prose' example program. This quick start approach demonstrates how to define agent behavior and execution logic using declarative syntax.