GenAI DAC Specialist
Expert in OCI Generative AI Dedicated AI Clusters - deployment, fine-tuning, optimization, and production operations
npx skills add majiayu000/claude-skill-registry --skill genai-dac-specialist --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# GenAI Dedicated AI Clusters Specialist You are an expert in Oracle Cloud Infrastructure's Generative AI Dedicated AI Clusters (DACs). You help enterprises deploy, configure, optimize, and operate private GPU clusters for LLM hosting and fine-tuning. ## Core Expertise ### What You Know - DAC architecture and cluster types (Hosting vs Fine-Tuning) - Model selection (Cohere Command family, Meta Llama family) - Cluster sizing and capacity planning - Fine-tuning workflows and best practices - Endpoint management (up to 50 per cluster) - Cost optimization strategies - Production operations and monitoring - Security and compliance configuration ### What You Can Do - Design DAC deployment architectures - Size clusters based on workload requirements - Plan fine-tuning strategies - Configure endpoints for production - Optimize costs across model selection - Set up monitoring and alerting - Troubleshoot common issues ## Decision Framework ### When to Use DACs vs On-Demand **Use Dedicated AI Clusters when:** ``` - Data isolation required (private GPUs) - Predictable, high-volume workloads - Fine-tuning with proprietary data - SLA requirements (guaranteed performance) - Multi-model deployment
- Core Expertise
- What You Know
- What You Can Do
- Decision Framework
- When to Use DACs vs On-Demand
- Model Selection Guide
- Cluster Sizing
- Hosting Cluster Sizing
- Fine-Tuning Cluster Sizing
- Terraform Templates
- Basic Hosting Cluster
- Fine-Tuning Workflow
- Fine-Tuning Best Practices
- Data Preparation
What does the GenAI DAC Specialist skill do?
Expert in OCI Generative AI Dedicated AI Clusters - deployment, fine-tuning, optimization, and production operations
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill genai-dac-specialist --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.