NVIDIA AI Platform · For developers

A skill your agent uses when an SGLang, vLLM, TensorRT-LLM, or TokenSpeed serving/model optimization task needs prior model-family PR evidence.

BBuf/AI-Infra-Auto-Driven-SKILLS

Upgrade focused runtime dependencies in AReaL. An agent skill from areal-project/AReaL.

areal-project/AReaL

MemoryWhale debugging; compiler failures; terminal diagnostics.

wuisabel-gif/MemWhale

Classify one failed NemoClaw GitHub Actions job using bounded, redacted logs and optional retained artifacts.

NVIDIA/NemoClaw

Research and draft a response to a GitHub issue or question from an external contributor.

NVIDIA/Megatron-LM

Hold / release GPUs by running a standard SGLang inference server on them (lab convention — occupy a card with a real serving job that fills ~all of its memory AND is driven at stable near-full…

cua-lite/cua-lite

Review rubric for the /review pull-request command. An agent skill from NVIDIA/Megatron-LM.

NVIDIA/Megatron-LM

Guide for using SLIME (LLM post-training framework for RL Scaling).

yzlnew/infra-skills

Publish or update a NemoClaw pull request and follow its CI and automated reviews to completion.

NVIDIA/NemoClaw

Deploy vLLM using Docker (pre-built images or build-from-source) with NVIDIA GPU support and run the OpenAI-compatible server.

vllm-project/vllm-skills

Check and compare software component versions on SageMaker HyperPod cluster nodes - NVIDIA drivers, CUDA toolkit, cuDNN, NCCL, EFA, AWS OFI NCCL, GDRCopy, MPI, Neuron SDK (Trainium/Inferentia)…

awslabs/agent-plugins

Write, optimize, and debug high-performance AI compute kernels using TileLang (a Python DSL for GPU programming).

yzlnew/infra-skills

Review a CV-CUDA operator's input-type, layout, dtype, and channel support matrix.

CVCUDA/CV-CUDA

Computer vision engineering skill for object detection, image segmentation, and visual AI systems.

alirezarezvani/claude-skills

Show GPU availability across all SSH servers listed in this project's CLAUDE.md.

CurryTang/Amadeus

Execute a requested NeMo Relay code freeze by cutting a release branch, updating nightly alpha configuration, bumping main, and preparing the required PR.

NVIDIA/NeMo-Relay

Generate a validation plan and test scaffolding to check a Primus optimization that has been ported into a user's own training framework, across correctness (numerical accuracy vs a reference)…

AMD-AGI/Primus

Guidance for Azure Confidential Computing — protecting data in use through hardware-based Trusted Execution Environments (TEEs).

vinayaklatthe/microsoft-security-skills

Review a CV-CUDA operator's test coverage, including C++ correctness, required cross-layout parity, correctness rigor, and the Python API surface.

CVCUDA/CV-CUDA

Operate GPU-backed Kubernetes clusters for AI inference and training with scheduling, autoscaling, node health, MIG partitioning, and cost controls.

sickn33/agentic-awesome-skills

Set up and manage NVIDIA GPU servers for AI workloads. An agent skill from sickn33/agentic-awesome-skills.

sickn33/agentic-awesome-skills

Generate and analyze DNA sequences using NVIDIA's Evo 2 BioNeMo NIM microservice.

NVIDIA/skills

Generate multiple sequence alignments (MSAs) for protein sequences using the ColabFold MSA-Search NIM.

NVIDIA/skills

Run ProteinMPNN inverse folding via NVIDIA NIM to design protein sequences for a target backbone.

NVIDIA/skills

Implements input/output validation guardrails for LLM applications using NVIDIA NeMo Guardrails (Colang), custom Python validators for PII detection, and the Guardrails AI framework, intercepting…

mukul975/Anthropic-Cybersecurity-Skills

Implements defense-in-depth controls at an AI agent's tool-invocation boundary using tool allowlisting, least-privilege identity binding, NeMo Guardrails policy enforcement, human-in-the-loop…

mukul975/Anthropic-Cybersecurity-Skills

Probes Retrieval-Augmented Generation pipelines for indirect prompt injection via poisoned retrieved documents and embedding-space manipulation, using NVIDIA garak, Promptfoo red-team plugins, and…

mukul975/Anthropic-Cybersecurity-Skills

Profile GPU kernels using NCU (NVIDIA) or rocprof (AMD) to collect performance metrics.

ZJLi2013/awesome-kernel-skills

Set up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13).

wshobson/agents

Generate synthetic training data using NVIDIA Cosmos world foundation models for SDG pipelines

microsoft/physical-ai-toolchain

LLM and ML model deployment for inference. An agent skill from ancoleman/ai-design-components.

ancoleman/ai-design-components

Verify whether a tagged NeMo Relay release reached GitHub Actions, tagged Go module source, crates.io, PyPI, and npm.

NVIDIA/NeMo-Relay

Run DiffDock molecular docking via NVIDIA NIM to predict small-molecule binding poses against protein targets.

NVIDIA/skills

Validate that a Dynamo deployment's NIXL/UCX/NCCL interconnect is ready for disaggregated serving over RDMA/NVLink.

NVIDIA/skills

Generate novel drug-like molecules using the GenMol NIM microservice.

NVIDIA/skills

Measure Jetson DRAM/NvMap usage and verify before/after memory reclamation with live audit data.

NVIDIA/skills

Pick Jetson-compatible containers, vLLM runtime images, and Jetson AI Lab PyPI indexes; maps Orin SM 8.7 vs Thor SM 11.0 and JetPack-specific package choices.

NVIDIA/skills

Continue KERMT pretraining on a custom SMILES corpus with a groverbase, cmim, or hybrid checkpoint.

NVIDIA/skills

Extract per-molecule embeddings from any encoder-bearing KERMT checkpoint.

NVIDIA/skills

A skill your agent uses for MolMIM, NVIDIA's BioNeMo NIM microservice for small-molecule latent-space generation and optimization.

NVIDIA/skills

A skill your agent uses for OpenFold2, NVIDIA's BioNeMo NIM microservice for monomer protein structure prediction.

NVIDIA/skills

A skill your agent uses for OpenFold3, NVIDIA's BioNeMo NIM microservice for biomolecular structure prediction.

NVIDIA/skills

Run RFDiffusion protein backbone design via NVIDIA NIM. An agent skill from NVIDIA/skills.

NVIDIA/skills

A skill your agent uses when deploying standalone RT-VLM dense captioning or calling its REST API (uploads, captions, streams, chat-completions, Kafka).

NVIDIA/skills

Deploy ML models on Kubernetes with KServe (formerly KFServing) and NVIDIA Triton Inference Server.

sickn33/agentic-awesome-skills

Check whether a CV-CUDA operator is READY to optimize (correctness + bench coverage + captured baseline + profiling) per .agents/guidance/OPTIMIZATIONGUIDELINES.md.

CVCUDA/CV-CUDA

Run the full DEFT smart-data-augmentation loop for NVIDIA TAO Grounding DINO object detection: zero-shot baseline inference, KPI analysis, per-class gap analysis, SigLIP embedding of weak images…

NVIDIA/skills

Evaluate whether an existing hot path is a credible NVIDIA Warp candidate.

NVIDIA/skills