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open-prose

Orchestrate multi-agent workflows using Contract Markdown and ProseScript.

Updated May 5, 2026
Search Tags:#workflow automation#prose#multi-agent orchestration#complex task automation#reusable artifacts
One-click install
npx skills add https://github.com/microchipgnu/frames-monorepo --skill open-prose-microchipgnu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: open-prose
Source: https://github.com/microchipgnu/frames-monorepo/tree/main/examples/frames-examples/.agents/skills/open-prose
Command: npx skills add https://github.com/microchipgnu/frames-monorepo --skill open-prose-microchipgnu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires contract-markdown, prosescript, forme, prose.md, responsibility-runtime.md, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill facilitates the orchestration of multi-agent workflows, enabling users to automate complex tasks and streamline their workflow.

Core Features & Use Cases

  • Multi-Agent Orchestration: Automate workflows that involve multiple agents with different expertise.
  • Reusable Artifacts: Generate reusable artifacts and auditable run traces for workflows.
  • Use Case: Imagine a research pipeline that involves multiple steps, each requiring a different skill. Use this Skill to define the entire workflow as a Prose system, ensuring consistency and traceability.

Quick Start

To run an OpenProse service, use the following command: prose run research-pipeline.prose.md.

Frequently Asked Questions about open-prose

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

FAQPage Schema
How do I automate multi-agent workflows for complex tasks?▼

Automate multi-agent workflows by defining expert-driven processes as reusable Prose contracts, then orchestrating them with ProseScript for traceable execution. This ensures consistency across multi-step pipelines.

What is multi-agent orchestration and when do I need it?▼

Multi-agent orchestration coordinates multiple agents with different expertise within a single automated workflow. You need it for complex, multi-step processes like research pipelines where each stage requires distinct skills.

How do I run a multi-step workflow defined in Contract Markdown?▼

Run a workflow defined in Contract Markdown by executing the command `prose run research-pipeline.prose.md`. This initiates the choreographed process and generates auditable run traces.

Do I need ProseScript to choreograph multi-agent workflows?▼

Yes, ProseScript is required for choreographing multi-agent workflows, while Contract Markdown is necessary for defining them. Both are dependencies for ensuring traceable execution.

What's the best way to ensure traceable execution in complex task automation?▼

Ensure traceable execution in complex task automation by defining workflows as Prose systems using Contract Markdown. This approach generates reusable artifacts and auditable run traces for every execution.

Can I generate reusable artifacts for research pipelines using workflow automation?▼

Yes, you can generate reusable artifacts for research pipelines by automating them through multi-agent workflows. Defining the pipeline as a Prose system ensures both artifact reusability and execution traceability.

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