Manage GPU and CPU cloud instances with the Brev CLI for ML workloads and general compute. Use when users want to create instances, search for GPUs or CPUs, SSH into instances, open editors, copy files, port forward, manage organizations, or work with cloud compute. Supports fine-tuning, reinforcement learning…
This skill should be used when a learner is working through Module 1 ("Build an Agent") of the Build-an-Agent workshop and wants help understanding the concepts, notebooks, or code — e.g. "$module-1 what are agents?", "$module-1 explain the ReAct pattern", "help me with the docgen client exercise", "why use an agent…
This skill should be used when a learner is working through Module 2 ("Agentic RAG") of the Build-an-Agent workshop and wants help understanding the concepts, code, or how to run it — e.g. "$module-2 what is agentic RAG?", "$module-2 explain chunking and embeddings", "help me with the reranker exercise", "how do I…
This skill should be used when a learner is working through Module 3 ("Agent Evaluation") of the Build-an-Agent workshop and wants help understanding the concepts, the code, or interpreting their results — e.g. "$module-3 what is faithfulness?", "$module-3 explain RAGAS metrics", "what's the difference between context…
This skill should be used when a learner is working through Module 4 ("Agent Customization") of the Build-an-Agent workshop and wants help understanding the concepts, the code, training, or GPU issues — e.g. "$module-4 should I train my agent or just prompt it?", "$module-4 what is GRPO?", "explain SFT vs GRPO", "how…
This skill should be used when a learner is working through Module 5 ("Deep Agents") of the Build-an-Agent workshop and wants help understanding the concepts, the code, or sandboxing — e.g. "$module-5 what are deep agents?", "$module-5 explain the four pillars", "shallow vs deep agents?", "how does hierarchical…
This skill should be used when a learner is working through Module 6 ("Agent Safety") of the Build-an-Agent workshop and wants help understanding the concepts, the code, or the NemoClaw stack — e.g. "$module-6 why isn't HITL or a container enough?", "$module-6 what does the Privacy Router actually do?", "explain…
This skill should be used when a learner is working through Module 7 ("Agent Harnesses & Skills") of the Build-an-Agent workshop and wants help understanding the concepts, the harness landscape, the lab code, or portable/GPU skills — e.g. "$module-7 what is a harness?", "$module-7 harness vs LLM?", "what's the context…
Apply when working in a directory containing .project/spec.yaml — provides NVIDIA AI Workbench project awareness for in-container development. This skill provides context about project structure, environment configuration, and rebuild/restart requirements.
Manage NVIDIA AI Workbench projects, contexts, builds, and environments via the nvwb CLI. This skill should be used when the user wants to create, clone, build, manage, or configure AI Workbench projects, contexts, or environments.
Operator/host side of running the NVIDIA "Build an Agent" DevX workshop inside an OpenShell/NemoClaw sandbox. ⚠️ NOT the default workshop-setup path: for a generic "set up the workshop" request, use the setup-workshop skill (the standard bare-metal/Brev/AI-Workbench installer). Invoke THIS skill ONLY if the user names…
Set up the NVIDIA "Build an Agent" DevX workshop as a working JupyterLab environment from INSIDE a locked-down OpenShell/NemoClaw sandbox, and hand the user the token URL + access commands. Use this when the user asks to set up / run / access the Build-an-Agent workshop and YOU are the agent running inside the sandbox…
This skill should be used when the user wants to set up, install, deploy, bootstrap, or "spin up" the Build-an-Agent workshop (a.k.a. the DevX / DevX-Lab workshop) on local hardware, or says things like "run the workshop locally", "get DevX-Lab running in my browser", "install the workshop on my GPU box", "set up the…
This skill should be used when a learner wants to navigate or understand the Build-an-Agent workshop as a whole — e.g. "$workshop where do I start?", "what order should I do the modules in?", "what does Module 3 need before I start?", "which module covers RAG / evaluation / training / safety?", "how do the modules…
Instructions for brevdev/workshop-build-an-agent, covering agents.md, the workshop tutor (agent skills), contributor convention: skills are a synced pair and environment notes.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions.