Claude Skills for a Data Scientist / ML — Page 12
Jetson USB Port Customization
Safely enable, disable, or change Jetson USB port roles through a kernel device-tree overlay.
NeMo AutoModel Recipe Development
Build, modify, and validate NeMo AutoModel training and evaluation recipes.
NeMo MBridge CPU Offload
Configure, validate, and troubleshoot CPU offloading in Megatron Bridge to relieve GPU memory pressure.
NeMo MBridge CUDA Graphs
Configure, validate, and benchmark CUDA Graph capture in Megatron Bridge to reduce host-driver overhead.
NeMo Relay Call Instrumentation
Wrap tool and LLM calls with Relay lifecycle events, middleware, and guardrails.
NeMo Relay Context Isolation
Keeps NeMo Relay scope stacks independent across concurrent requests and async workflows while preserving ancestry propagation.
NeMo Relay Typed Wrappers & Codecs
Add typed boundaries to NeMo Relay integrations while preserving predictable JSON middleware semantics and caller-visible behavior.
Omniverse Realtime Viewer
Routes USD viewer requests to the right architecture and guides rendering, interaction, UI, and validation.
NVIDIA Physical AI Defect Image Generation
Orchestrate defect-image generation, augmentation, inference, and labeling for AOI datasets on OSMO.
NVIDIA NuRec Neural Reconstruction Router
Routes NuRec requests to the right upstream workflow skill.
TAO CLIP Fine-Tuning and Deployment
Train and deploy NVIDIA TAO CLIP for image-text retrieval, zero-shot classification, and embedding extraction.
TAO Platform Execution SDK
Submit, monitor, and manage NVIDIA TAO GPU training jobs across supported platforms.
TAO FastFoundationStereo Real-Time Stereo Depth
Run TAO FastFoundationStereo workflows that produce low-latency disparity maps from stereo images.
Expo App Clip Builder
Configure an iOS App Clip for an Expo app and launch it from web URLs.
Expo Data Fetching
Practical networking guidance for Expo apps, covering API calls, caching, offline behavior, and authentication.
Spec-Driven Development
Turn ambiguous engineering requests into testable specifications before coding.
Context Engineering Fundamentals
Understand and shape reliable agent context through attention budgets, context-window mechanics, and signal-density principles.
Latent Briefing
Share task-relevant orchestrator state with workers through task-guided KV-cache compaction when the inference runtime is controllable.
Multi-Agent Architecture Patterns
Design multi-agent systems with context isolation, explicit handoffs, coordinated execution, and controlled failure handling.
ce-debug: Systematic Bug Diagnosis & Fix
Systematically trace root causes of bugs, diagnose before fixing, and produce regression tests.
Loop Library
Guide AI agents to discover, find, audit, craft, run, and improve bounded, repeatable workflows.
Chained PR Splitter
Break oversized PRs over 400 lines into chained, reviewable pull requests to preserve reviewer focus.
Vibeyard: Add npm Dependency Skill
A project-specific playbook for adding npm dependencies to an Electron app with three build targets, preventing silent breakage of CSS, native modules, and the renderer bundle.
SPARV Five-Phase Workflow
A Specify→Plan→Act→Review→Vault workflow with external memory files that pushes vague requirements through to verifiable delivery in one pass, instead of coding on assumptions.