Design production-grade LLM systems for scalable, safe deployment.
npx skills add https://github.com/Tnemo65/template --skill llm-architect-tnemo65
Please help me install this Agent Skill. Skill: llm-architect Source: https://github.com/Tnemo65/template/tree/main/.cursor/skills/11-system-design/llm-architect Command: npx skills add https://github.com/Tnemo65/template --skill llm-architect-tnemo65
Guides teams in designing, implementing, and operating production-grade LLM systems with strong performance, safety, and scalability.
Provide a scalable LLM system blueprint based on your current stack and latency targets.
High-intent search queries and answers about installing and using this skill.
Design scalable LLM serving architecture by defining serving patterns, multi-model routing, and monitoring workflows to achieve target latency and throughput across enterprise environments.
Integrate RAG into a production LLM system through structured integration workflows that combine retrieval pipelines with cost-aware serving optimizations to maintain performance and accuracy.
Set up LLM deployment monitoring and safety protocols by applying architecture checklists, governance auditing, and compliance validation to ensure safe and observable production operations.
Multi-model orchestration routes requests across different LLMs by applying architecture planning patterns that balance cost, latency, and performance targets for enterprise serving environments.
Plan LLM system fine-tuning and deployment by preparing architecture blueprints, defining performance targets, and establishing safety checklists to validate end-to-end production workflows.
augustoheissDesign scalable backend architectures with microservices, API design, and database schema optimization.
ryan-nguyen-01Define observability architecture for metrics pipelines, dashboards, alerting, and runbooks.
luokai25Design LLM architectures, fine-tuning, RAG systems, and deployment strategies.
BoraPerusicAutomate design and orchestration of LLM applications, RAG systems, and agents.
