conductor-orchestrator

Orchestrate multi-agent workflows with parallel execution and state management.

Updated Mar 7, 2026

Search Tags:#workflow automation #state management #parallel execution #orchestration #multi-agent systems #AI coordination

Ready to run

npx skills add https://github.com/Geargrindadmin/gg-agentic-harness --skill conductor-orchestrator-geargrindadmin

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: conductor-orchestrator
Source: https://github.com/Geargrindadmin/gg-agentic-harness/tree/main/.agent/skills/conductor-orchestrator
Command: npx skills add https://github.com/Geargrindadmin/gg-agentic-harness --skill conductor-orchestrator-geargrindadmin

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the execution of complex, multi-step workflows by coordinating specialized AI agents, managing parallel execution, and ensuring robust state management and error handling.

Core Features & Use Cases

Goal-Driven Workflow Initiation: Start complex tasks with a simple natural language goal.
Parallel Task Execution: Distributes and runs multiple tasks concurrently using a worker pool.
Board of Directors Deliberation: For critical decisions, a panel of expert agents reviews and approves plans or execution outcomes.
Robust State Management: Tracks progress meticulously via metadata.json for seamless resumption.
Use Case: Automate the entire process of adding a new feature to a software project, from initial planning and code generation to testing and deployment, all coordinated by this orchestrator.

Quick Start

Use the conductor orchestrator skill to start a new track for the goal 'Implement Stripe payment integration'.

Frequently Asked Questions about conductor-orchestrator

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

FAQPage Schema

How do I automate multi-agent workflows with parallel execution?▼

Automate multi-agent workflows by distributing concurrent tasks to a worker pool and coordinating them via a message bus. This orchestrator manages parallel execution and dynamic worker dispatch to handle distributed task management efficiently.

What is a Board of Directors deliberation in AI coordination?▼

A Board of Directors deliberation is a mechanism where a panel of expert agents reviews and approves critical plans or execution outcomes. This ensures robust decision-making during complex multi-agent orchestration.

How do I start a complex workflow with a natural language goal?▼

Start complex workflows using goal-driven initiation by providing a simple natural language goal. The orchestrator translates this goal into a structured plan, coordinating specialized AI agents for execution and testing.

Can I resume interrupted multi-agent tasks if a workflow fails?▼

You can resume interrupted multi-agent tasks because the orchestrator tracks progress meticulously via metadata. This robust state management ensures seamless workflow resumption and effective failure handling.

What is the best way to manage state for distributed AI task management?▼

Manage state for distributed AI tasks by tracking detailed execution progress in a metadata file. This approach supports robust workflow resumption and coordinates dynamic worker dispatch across the system.