orchestrator

Orchestrate specialized AI agents for Kubernetes and OpenShift operations.

4|1|Updated Oct 27, 2025
One-click install
npx skills add https://github.com/kcns008/cluster-code --skill orchestrator-kcns008
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrator
Source: https://github.com/kcns008/cluster-code/tree/main/.claude/skills/orchestrator
Command: npx skills add https://github.com/kcns008/cluster-code --skill orchestrator-kcns008

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the complex coordination of multiple specialized AI agents, ensuring efficient and accountable platform operations across Kubernetes and OpenShift environments. It eliminates the risk of tasks falling through the cracks and optimizes resource allocation.

Core Features & Use Cases

  • Intelligent Task Routing: Assigns incoming requests to the most suitable specialized agent (e.g., Atlas for cluster ops, Flow for GitOps).
  • Workflow Orchestration: Manages multi-agent processes like deployments, incident response, and cluster upgrades, ensuring all steps are completed in the correct order.
  • Daily Standups & Accountability: Generates comprehensive daily reports on cluster health, completed tasks, and ongoing work, fostering transparency and accountability.
  • Use Case: When a P1 incident occurs, the orchestrator automatically routes it to the Pulse (observability) and Atlas (cluster ops) agents, tracks their progress, and escalates if SLAs are breached, ensuring rapid resolution.

Quick Start

Use the orchestrator skill to route a new task description to the appropriate agent.

Frequently Asked Questions about orchestrator

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

FAQPage Schema
How do I coordinate multiple AI agents for Kubernetes platform operations?

You can coordinate multiple AI agents for Kubernetes platform operations by using an orchestrator that defines agent roles, routing rules, and task management schemas to assign incoming requests to the most suitable specialized agent.

How does automated task routing work for OpenShift incident response?

Automated task routing for OpenShift incident response works by assigning incoming requests to specialized agents based on predefined rules, tracking their progress, and escalating tasks automatically if SLA policies are breached.

Can I use a swarm coordinator to manage GitOps deployment workflows?

Yes, you can use a swarm coordinator to manage GitOps deployment workflows by executing multi-agent processes that ensure all deployment steps are completed in the correct order with strict accountability.

What is the best way to generate daily accountability reports for cluster operations?

The best way to generate daily accountability reports for cluster operations is to use an orchestration system that produces comprehensive daily standups covering cluster health, completed tasks, and ongoing work.

How do I monitor continuous agent activity during cluster upgrades?

You can monitor continuous agent activity during cluster upgrades by leveraging a heartbeat protocol that provides continuous monitoring and manages agent context through working memory files.

Do I need predefined SLA policies to automate platform operations task routing?

Yes, you need predefined SLA policies to automate platform operations task routing because they enable the orchestrator to track agent progress and automatically escalate incidents when response time agreements are breached.