What is the ORCHESTRATOR principle?

It is a mandatory workflow requirement where Claude must dispatch tasks to specialized sub-agents rather than attempting to operate tools directly in production contexts.

What is the difference between dev-team and ops-team specialists?

The dev-team handles development-stage infrastructure like Docker and CI/CD pipelines, while the ops-team manages live production environments, incidents, and high-level architecture.

Why does this skill mandate the use of the Claude Opus model?

Specialist operations agents require the Opus model to provide the high-reasoning capabilities and production-grade analysis necessary for complex infrastructure tasks.

Can Claude make production changes autonomously with this skill?

No, this skill enforces strict 'STOP and Report' blockers for any production-impacting decisions, requiring explicit human approval and change management.

Production Operations Specialists

Name: Production Operations Specialists
Author: LerianStudio

byLerianStudio

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云基础设施

Orchestrates production-grade operations through specialized agents for platform engineering, incident response, and infrastructure architecture.

关于

The Production Operations Specialists skill integrates five expert-level agents into Claude Code to manage production environments with high fidelity and safety. It enforces the ORCHESTRATOR principle, ensuring that complex tasks like incident management, cloud cost optimization, and security audits are handled by domain-specific specialists rather than a general-purpose assistant. By strictly separating development infrastructure from production operations, it provides a robust framework for change management, risk assessment, and production-ready system design while mandating high-reasoning models for critical decisions.

主要功能

Specialized agents for Incident Response, Platform Engineering, and FinOps
Strict ORCHESTRATOR principle for production safety and specialist dispatch
Advanced infrastructure architecture and disaster recovery planning
48 GitHub stars
Mandatory safety gates for production changes and security incidents
Automated cloud cost analysis and optimization recommendations

使用场景

Coordinating a critical production incident response and post-mortem analysis
Designing multi-region infrastructure architectures with disaster recovery strategies
Conducting security operations audits and vulnerability remediation planning

关于

主要功能

Specialized agents for Incident Response, Platform Engineering, and FinOps
Strict ORCHESTRATOR principle for production safety and specialist dispatch
Advanced infrastructure architecture and disaster recovery planning
48 GitHub stars
Mandatory safety gates for production changes and security incidents
Automated cloud cost analysis and optimization recommendations

使用场景

Coordinating a critical production incident response and post-mortem analysis
Designing multi-region infrastructure architectures with disaster recovery strategies
Conducting security operations audits and vulnerability remediation planning