oma-orchestrator

Automate multi-agent workflow coordination with parallel execution and automated retries.

1|Updated Mar 21, 2026

Search Tags:#automation #workflow orchestration #parallel execution #multi-agent #retry #progress monitoring #automation workflows

Ready to run

npx skills add https://github.com/first-fluke/mapple --skill oma-orchestrator

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: oma-orchestrator
Source: https://github.com/first-fluke/mapple/tree/main/.agents/skills/oma-orchestrator
Command: npx skills add https://github.com/first-fluke/mapple --skill oma-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires oma-config.yaml, .codex/agents/*.toml, .gemini/agents/*.md, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill addresses the challenge of managing complex multi-agent workflows, automating task coordination and progress monitoring to make large-scale operations seamless.

Core Features & Use Cases

Automated Coordination: Orchestrates multiple specialized agents to work in parallel on a shared goal.
Progress Monitoring: Tracks agent status, retries failed tasks, and manages review loops automatically.
Use Case: For a large software development project, coordinate backend, frontend, testing, and QA agents to deliver integrated results efficiently.

Quick Start

Use this Skill to set up and run an orchestrated multi-agent process within your project environment.

Frequently Asked Questions about oma-orchestrator

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

FAQPage Schema

How do I automate multi-agent workflow orchestration for parallel execution?▼

Multi-agent workflow orchestration automates task coordination by enabling parallel execution across specialized agents. This approach manages progress tracking and automated retries to facilitate large-scale automation scenarios seamlessly.

What is the best way to coordinate multiple agents working in parallel on a software project?▼

Coordinating multiple agents in parallel requires an orchestration mechanism that tracks agent status and manages review loops automatically. This enables backend, frontend, testing, and QA agents to deliver integrated results efficiently.

Do I need specific configuration files to set up automated workflow orchestration?▼

Automated workflow orchestration requires dependency configuration via oma-config.yaml and agent definitions in .codex/agents/*.toml or .gemini/agents/*.md. These files establish the memory management and environment setup needed for execution.

Can I use workflow orchestration to automatically retry failed tasks and manage recovery?▼

Workflow orchestration supports automated retries and recovery mechanisms for failed tasks. It tracks agent status continuously and manages review loops automatically to ensure large-scale automation scenarios complete successfully.

When should I not use multi-agent orchestration for my automation workflows?▼

Multi-agent orchestration is not suitable for simple, sequential automation workflows that lack complex dependencies. It requires memory management and specific dependency configuration, making it excessive for small-scale tasks without parallel execution needs.

Why does oma-orchestrator require memory management and dependency configuration?▼

oma-orchestrator requires memory management and dependency configuration to coordinate complex multi-agent workflows effectively. This setup enables parallel execution, progress tracking, and automated review loops across diverse tasks operating simultaneously.