prose

Orchestrate multi-agent AI workflows using a declarative language.

Updated Feb 8, 2026

Search Tags:#automation #workflow #ai #agent #orchestration

Ready to run

npx skills add https://github.com/dioerden/OpenClaw-Flash-Vault --skill prose-dioerden

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: prose
Source: https://github.com/dioerden/OpenClaw-Flash-Vault/tree/main/extensions/open-prose/skills/prose
Command: npx skills add https://github.com/dioerden/OpenClaw-Flash-Vault --skill prose-dioerden

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires claude-code, open-code, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill addresses the challenge of automating complex workflows by orchestrating AI agents within structured programs, enabling automated and intelligent processing of tasks.

Core Features & Use Cases

Structured AI Workflows: Define and execute complex workflows using a declarative language, supporting parallel execution, error handling, and state management.
Agent Orchestration: Control and coordinate AI agents for specific tasks, utilizing Claude Code, OpenCode, or other AI assistants.
Use Case: Imagine automating a research pipeline that involves data collection, analysis, and reporting. Use this Skill to define a sequence of tasks, each executed by a specialized AI agent, and manage the workflow end-to-end.

Quick Start

Use the prose skill to execute a workflow defined in 'research-workflow.prose'.

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 for automation?▼

Use a declarative programming language for AI sessions to define structured automation tasks, supporting parallel execution, state management, and coordination of AI agents like Claude Code or OpenCode.

What is a declarative language for AI session automation?▼

It is a declarative language that lets you define and execute structured AI workflows, enabling parallel execution, error handling, and state management for automating complex multi-agent tasks.

Do I need Claude Code or OpenCode to run AI agent orchestration?▼

Yes, executing structured AI agent workflows requires an AI assistant like Claude Code or OpenCode to process the declarative automation tasks and coordinate the multi-agent pipeline.

Can I automate parallel execution and state management for AI tasks?▼

Yes, the declarative workflow language supports parallel execution and state management, allowing you to coordinate multiple AI agents for complex automated processing pipelines.

What's the best way to automate a research pipeline with AI agents?▼

Define the research pipeline in a declarative workflow file, specifying each task from data collection to reporting as a step executed by a specialized AI agent coordinated end-to-end.

How does error handling work in structured AI workflow orchestration?▼

Error handling is supported natively by the declarative workflow language, enabling automated recovery and task redirection during multi-agent AI session execution.