prose

Orchestrate AI workflows with subagents, parallel execution, and state management.

4|Updated Apr 27, 2026
One-click install
npx skills add https://github.com/Agent-Pattern-Labs/sparse-kernel --skill prose-agent-pattern-labs
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prose
Source: https://github.com/Agent-Pattern-Labs/sparse-kernel/tree/main/extensions/open-prose/skills/prose
Command: npx skills add https://github.com/Agent-Pattern-Labs/sparse-kernel --skill prose-agent-pattern-labs

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires claudocode, opencode, amp, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill allows you to program AI workflows using Prose, enabling complex orchestrations and execution with subagents, parallel processing, and state management.

Core Features & Use Cases

  • Multi-Agent Workflows: Orchestrate multiple AI agents to work together in complex workflows.
  • Parallel Execution: Execute multiple tasks concurrently to improve efficiency.
  • State Management: Maintain state across sessions to ensure continuity in complex workflows.
  • Use Case: Imagine you are creating a system to automate a report generation process. You can use this Skill to define different agents for data collection, analysis, and report writing, and ensure they work together seamlessly.

Quick Start

Use the prose skill to research the topic "quantum computing" and analyze the findings.

Frequently Asked Questions about prose

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

FAQPage Schema
How do I coordinate multiple AI agents for parallel task execution?

You can orchestrate multi-agent workflows by writing Prose that defines agents, sessions, and control flow, enabling parallel execution and complex task coordination. This allows multiple AI agents to work concurrently and efficiently.

What is state management for AI session programming and when do I need it?

State management for AI session programming maintains data continuity across different execution stages and subagents. You need it when building complex workflows where multiple agents must share context and preserve intermediate results across sessions.

Do I need Claude Code, OpenCode, or Amp to run Prose orchestrations?

Yes, you need an AI assistant that supports Claude Code, OpenCode, or Amp to execute Prose orchestrations. The Skill relies on these platforms to provide primitives like subagents and AI-evaluated conditions for sophisticated execution.

How do I define AI-evaluated conditions and control flow for subagents?

You define control flow and AI-evaluated conditions by writing structured Prose programs that specify agent roles, session boundaries, and conditional logic. The AI assistant evaluates these conditions during execution to direct subagent behavior dynamically.

What's the best way to automate report generation with multi-agent workflows?

The best way to automate report generation is defining separate Prose agents for data collection, analysis, and writing, then orchestrating them in a coordinated workflow. This ensures the agents work together seamlessly with managed state and parallel execution.

Can I use Prose for state management across multiple concurrent AI sessions?

Yes, Prose supports state management across multiple concurrent AI sessions, ensuring continuity in complex workflows. You can maintain and share state across parallel executing subagents to coordinate their outputs effectively.