NVIDIA AI Platform agent skills, page 9

GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster.

K-Dense-AI/scientific-agent-skills

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

CVCUDA/CV-CUDA

Track and normalize change requests against the official Megatron-LM repository by branch, PR, commit, commit range, or time window.

ascend-ai-coding/awesome-ascend-skills

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

ancoleman/ai-design-components

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

CurryTang/Amadeus

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

vinayaklatthe/microsoft-security-skills

Opinionated guide for using Primus Projection to choose parallelism (TP/PP/EP/CP/DP) and pipeline schedules, validate memory fit on target nodes, reason about communication collectives, and explore…

AMD-AGI/Primus

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

Map migration-relevant Megatron changes onto the official MindSpeed repository by resolving branch alignment, locating affected subsystems, and identifying concrete adaptation points.

ascend-ai-coding/awesome-ascend-skills

Install, configure, verify, repair, update, and uninstall Hyprland on Fedora Linux with GPU-aware detection (NVIDIA/AMD/Intel).

sickn33/agentic-awesome-skills

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

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

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

Diagnose or change how the MangoHud HUD and CSV log attach to the game across launchers (Steam, direct), renderers (NVIDIA GL, Zink) and display servers (X11, native Wayland).

xD3I/PZ_Optimization

Optimize RMS Normalization kernels in Triton for NVIDIA and AMD GPUs.

ZJLi2013/awesome-kernel-skills

Profile a target (script, process, GPU, memory, interconnect) using external tools and code instrumentation.

AI4Scientist/nano-scientist

Run PyTorch training across GPUs with minimal changes. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

RL post-training for LLMs with Megatron and SGLang. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

High-throughput LLM inference on NVIDIA GPUs. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

Automatically fetch InferenceX benchmark data and generate daily performance reports for LLM inference on various hardware (NVIDIA, AMD, etc.).

ascend-ai-coding/awesome-ascend-skills

Launch / relaunch agentic RL (SkyRL terminalbench + Harbor + Daytona) on JSC Jupiter (GH200).

open-thoughts/OpenThoughts-Agent

Optimize fused softmax kernels in Triton for NVIDIA and AMD GPUs.

ZJLi2013/awesome-kernel-skills

Runs NVIDIA garak probe suites (jailbreak, prompt injection, data leakage, toxicity, and more) against an LLM endpoint - Hugging Face models, OpenAI-compatible APIs, or Bedrock - then interprets the…

mukul975/Anthropic-Cybersecurity-Skills

Cross-engine decision rubric for self-hosting or recommending an LLM serving stack.

agentsope/SkillAlchemy

Decision SOP for serving LLMs with vLLM. An agent skill from agentsope/SkillAlchemy.

agentsope/SkillAlchemy

Serve a Hugging Face model with SGLang on a Linux machine with an NVIDIA or AMD GPU, configured from the model's SGLang cookbook page — or, when it has none, from the model's own files — and join it…

autonomous-ai/openharness

Serve a Hugging Face model with vLLM on a Linux machine with an NVIDIA or AMD GPU, configured from the model's official vLLM recipe — or, when it has none, from the model's own files — and join it…

autonomous-ai/openharness

Apply when working in a directory containing .project/spec.yaml — provides NVIDIA AI Workbench project awareness for in-container development.

brevdev/workshop-build-an-agent

Computer vision engineering for object detection, segmentation, and visual AI, covering CNN and Vision Transformer architectures and ONNX/TensorRT deployment.

borghei/Claude-Skills

A skill your agent uses for NVIDIA NeMo Speech ASR, TTS, audio processing, SpeechLM2 and voice-agent workflows, speaker diarization, data tooling, and repository development.

majiayu000/claude-skill-registry

Optimize Rotary Position Embedding (RoPE) kernels in Triton for NVIDIA and AMD GPUs.

ZJLi2013/awesome-kernel-skills

LLM and multimodal serving systems. An agent skill from uw-syfi/vibesys.

uw-syfi/vibesys

Run GPU jobs on NVIDIA NIM microservices via host.compute.create('byoc:nvidia', ...).

PKU-YuanGroup/OpenAI4S

Verl 分布式训练服务一键拉起与配置。触发场景：(1) 用户要启动 Verl 训练任务或部署 RLHF/DAPO 训练环境 (2) 在 NPU 集群上拉起 Verl 训练容器 (3) 配置 Ray 集群和 SwanLab 监控 (4) 根据 7 位二进制掩码灵活配置加速特性。支持 Qwen3-8B 等 Megatron 模型的 DAPO 训练全流程。

ascend-ai-coding/awesome-ascend-skills

GPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT.

majiayu000/claude-skill-registry

Structured, multi-dimensional company investment research framework for AI agents and human analysts.

aAAaqwq/AGI-Super-Team

GPU optimization for consumer NVIDIA GPUs (8-24GB VRAM) covering mixed precision, gradient checkpointing, XGBoost GPU, CuPy/cuDF migration, and torch.compile.

Mathews-Tom/armory

Use this sub-skill for Torch-TensorRT model compilation, dynamic input planning, torch.export workflows, save/load formats, raw TensorRT engines, and compile-time troubleshooting.

VectorSpaceLab/AREX-Skill

Use this sub-skill for Torch-TensorRT runtime performance controls, CUDA Graphs, output allocation, caches, TensorRT-RTX runtime settings, mutable modules, refit, weight streaming, and benchmark…

VectorSpaceLab/AREX-Skill

A skill your agent uses for Torch-TensorRT tasks: compiling PyTorch models with TensorRT, dynamic-shape/export workflows, runtime optimization, Triton/C++/distributed deployment, debugging…

VectorSpaceLab/AREX-Skill

Set up and deploy a Boundless prover to a GPU server using Ansible.

boundless-xyz/boundless

Generate migration deliverables for bringing relevant Megatron changes into MindSpeed after branch alignment and impact mapping are complete.

ascend-ai-coding/awesome-ascend-skills