NVIDIA AI Platform · For developers

Unified LLM torch-profiler triage skill for sglang, vllm, TensorRT-LLM, and TokenSpeed.

sgl-project/sglang

Decides whether an agent skill is safe to install by combining a SkillSpector static scan with the agent's own source review, ending in APPROVE, CAUTION or REJECT.

NVIDIA/SkillSpector

Walks an agent through working inside the Megatron-LM CI container and changing dependencies with uv, so lock files resolve the same locally and in CI.

NVIDIA/Megatron-LM

Generates vector embeddings through the 9Router /v1/embeddings endpoint, using models from providers such as OpenAI, Gemini, Mistral and Voyage for RAG and semantic search.

decolua/9router

Remove bracketed NemoClaw tags from GitHub issue and PR titles.

NVIDIA/NemoClaw

Audit and implement a NemoClaw dependency version upgrade, including Hermes and base images.

NVIDIA/NemoClaw

Transcribes audio files into text or subtitles through 9Router's Whisper-compatible endpoint, using models from OpenAI, Groq, Gemini, Deepgram and others.

decolua/9router

Reviews recent code changes and checks if documentation needs updates.

NVlabs/alpasim

Investigates a failing GitHub Actions run or job for Megatron-LM, finds the root cause plus the PR and test author involved, and files a structured bug issue.

NVIDIA/Megatron-LM

Find and safely apply per-operator refactoring / redundancy-reduction opportunities in a CV-CUDA operator (near-duplicate Tensor/VarShape kernels, reinvented shared utilities, dead code).

CVCUDA/CV-CUDA

Use with the dstack skill for model-serving work when the image, serving command, resources, backend/fleet choice, or service behavior is not proven.

dstackai/dstack

Extract text from local images (PNG, JPEG) with precise coordinates, confidence scores, and stable error handling using the light-ocr CLI.

arcships/light-ocr

Guides moving Megatron Core GPTModel checkpoints, configs, training commands and launch scripts to HybridModel, following the repository's migration document.

NVIDIA/Megatron-LM

Profile AI inference workloads (vLLM, SGLang, TensorRT-LLM, PyTorch, any GPU application) with the Graphsignal profiler and read the results from its local /signals JSON endpoint.

graphsignal/graphsignal

Optimize AlpaSim Slurm topology throughput using persistent local Prometheus/Grafana telemetry and run artifacts.

NVlabs/alpasim

Install NVIDIA NIM Operator on Kubernetes with prerequisite checks, optional NVIDIA GPU Operator dependency installation, public or local Helm chart selection, optional Dynamo support, and optional…

NVIDIA/k8s-nim-operator

A skill your agent uses when the user wants to deploy, run, debug, tear down, or call the REST API of the RTVI-CV 2D detection / tracking microservice.

NVIDIA/skills

Kaizen UI (KUI) component library and design-pattern advisor for NVIDIA applications.

NVIDIA/Personal-AI-Router

Analyzes Torch Profiler traces from SGLang, vLLM and TensorRT-LLM servers into kernel attribution, overlap and fusion tables.

BBuf/AI-Infra-Auto-Driven-SKILLS

Drive NVIDIA Nsight Graphics 2026.1+ from the command line for GPU performance analysis, frame capture, frame trace inspection, draw-call inspection, NVTX/D3DPERF stage timing, replay metadata…

Luna5ama/Alpha-Piscium

Drive a single-operator optimization campaign per .agents/guidance/OPTIMIZATIONGUIDELINES.md, with a deterministically enforced definition-of-done and versioned MR summary.

CVCUDA/CV-CUDA

Creates one-node GitHub merge-request variants of existing two-node GB200 functional tests in Megatron-LM, adjusting parallelism settings to fit four GPUs.

NVIDIA/Megatron-LM

Analyze retained NemoClaw CI timings for slow CLI tests, runner queues, or base-image publication.

NVIDIA/NemoClaw

Add a new step under src/nemotron/steps/<category/<stepid/ — manifest (step.toml), runner glue, configs, and per-step README.md.

NVIDIA-NeMo/Nemotron

Separate a person, product or hand from the background in a video, on the user's own computer with SAM 2.

Barty-Bart/motion-graphics

Safely uninstall NVIDIA NIM Operator from Kubernetes with inventory checks, explicit approval gates for destructive actions, optional custom resource cleanup, optional CRD removal, and…

NVIDIA/k8s-nim-operator

A skill your agent uses when validating DCGM Exporter in a local GPU-backed k3d/Kubernetes environment.

NVIDIA/dcgm-exporter

Integrates a hosted API or local/open-weight model end-to-end across OpenTryOn (adapter, CLI registry, MCP, docs) and TryOn Studio (catalog, Connect keys, planner).

tryonlabs/opentryon

Multi-agent PR review using Claude Code, Codex, and CodeRabbit.

NVIDIA/aicr

Install, convert, debug, and benchmark sim2real ONNX GPU and TensorRT inference backends on onboard JetPack 5 Orin hosts such as g1-cable.

EGalahad/sim2real

Builds a NeMo Gym (NVIDIA) variant of an RL environment. An agent skill from adithya-s-k/FineEnvs.

adithya-s-k/FineEnvs

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.

brevdev/workshop-build-an-agent

Add agent-ready vision capabilities — dense captioning, detection, search, alerting, summarization — to an agent or application through a customizable, self-contained vision stack built on the…

NVIDIA-AI-Blueprints/video-search-and-summarization

Create and manage dstack presets: a toolkit that streamlines model inference optimization with agents, and a portable preset format.

dstackai/dstack

Analyze one NemoClaw PR lifetime to identify contributor, review, and automation delays or compare it with a latency target.

NVIDIA/NemoClaw

Prepare, install and commission NVIDIA GPU hosts for Vast.ai using host-specific safety gates, XFS storage checks, cgroup/runtime testing and optional VM qualification.

jjziets/vasttools

Review a CV-CUDA operator end-to-end (support / test / bench / docs coverage).

CVCUDA/CV-CUDA

Create safe, privacy-preserving Windows 11 C-drive cleanup, storage migration, cache relocation, package-manager policy, and maintenance plans.

Nongfsq/win11-storage-governance-kit

Prepare, validate, build, and use Nemotron Customizer airgap image bundles for offline clusters.

NVIDIA-NeMo/Nemotron

Use BEFORE running a full CompileIQ search. An agent skill from NVIDIA/CompileIQ.

NVIDIA/CompileIQ

A skill your agent uses when quantizing a diffusion DiT with NVIDIA ModelOpt and making the resulting FP8 or NVFP4 checkpoint loadable, verifiable, and benchmarkable in SGLang Diffusion.

sgl-project/sglang

Start up, tear down, and configure the local Kubernetes development environment for OpenShell.

NVIDIA/OpenShell

Query and write durable debugging memory recorded by MemoryWhale.

wuisabel-gif/MemWhale

Write, debug, and optimize CUTLASS, CuTe, and CuTeDSL GPU kernels from local upstream source, examples, and headers.

slowlyC/agent-gpu-skills

Install and run erm, the local CLI that removes filler words / disfluencies (um, uh, er, erm, ah, hmm, mhm, mm, uh-huh and elongations) from spoken-audio recordings.

dougcalobrisi/erm

Shows how to call NEAR AI Cloud through an OpenAI-compatible API and verify that inference ran in a TEE, using attestation checks and signed chat responses.

internet-court/internet-court-skill

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.

brevdev/workshop-build-an-agent

A skill your agent uses when analyzing an AICR snapshot YAML file, reviewing cluster state, comparing provider characteristics, extracting GPU/network topology insights, or generating a cluster…

NVIDIA/aicr