orchestrate

Coordinate multi-agent design debate rounds and write final synthesis.

3|Updated Feb 20, 2026
One-click install
npx skills add https://github.com/slior/dialectic-agentic --skill orchestrate-slior
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrate
Source: https://github.com/slior/dialectic-agentic/tree/main/.cursor/skills/orchestrate
Command: npx skills add https://github.com/slior/dialectic-agentic --skill orchestrate-slior

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Coordinates and automates end-to-end multi-agent design debates, coordinating configuration, workspace setup, and round-based evaluation to produce a converged solution.

Core Features & Use Cases

  • Orchestrates the full debate lifecycle: loads config, initializes workspace, runs clarifications, executes round phases (proposal, critique, refinement), enacts judge convergence, and writes final synthesis.
  • Supports multiple agent roles and a central judge to evaluate convergence, with structured outputs like status.json and debate transcripts.
  • Use Case: A product team defines a design problem; agents propose solutions, critiqued and refined until convergence, producing a synthesis.

Quick Start

Run the orchestrator with the required WORKSPACE and PROJECT paths to start a new multi-agent debate.

Frequently Asked Questions about orchestrate

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

FAQPage Schema
What is a multi-agent design debate workflow?

A multi-agent design debate workflow coordinates agents through proposal, critique, and refinement rounds to converge on a synthesized design solution. It automates configuration loading, workspace setup, and judge-based convergence checks to produce structured outputs.

How do I orchestrate multi-agent debates end-to-end?

To orchestrate multi-agent debates end-to-end, run the orchestrator with required WORKSPACE and PROJECT paths. It initializes directories, runs optional clarifications, executes round phases, dispatches a judge for convergence, and writes the final synthesis automatically.

Can I use prompt-dispatch to assign agent roles in a design debate?

Yes, prompt-dispatch supports assigning multiple agent roles within the orchestration workflow. Agents execute structured proposal, critique, and refinement phases, while a central judge evaluates convergence and enforces guardrails throughout the debate lifecycle.

Do I need external dependencies to run multi-agent orchestration?

No external dependencies are required to run multi-agent orchestration. The workflow operates standalone using internal scripts to load configurations, initialize workspaces, manage debate directories, validate outputs, and execute recovery steps without additional packages.

What's the best way to check convergence during multi-agent debates?

The best way to check convergence is dispatching a central judge agent that evaluates proposal alignment after refinement rounds. The orchestrator enforces this convergence check, writing status.json and progress.md files to track validation and recovery steps.

Why does my multi-agent workflow need structured outputs like status.json?

Structured outputs like status.json and progress.md are needed to enforce guardrails, track round phases, and enable validation and recovery steps during multi-agent debates. They provide persistent state tracking across proposal, critique, and refinement cycles for final synthesis.