Docker · By NVIDIA

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

Maintain and validate OpenShell's build-only Windows MSVC lane for x64 and ARM64.

NVIDIA/OpenShell

Moves Megatron-LM CI to a newer NVIDIA PyTorch base image, updating both the GitHub and GitLab pins together and handling the CI follow-up.

NVIDIA/Megatron-LM

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

Debug why an OpenShell gateway deployment is unhealthy, unreachable, or unable to create sandboxes.

NVIDIA/OpenShell

Diagnose and fix Cosmos3 environment, installation, and runtime errors.

NVIDIA/cosmos-framework

Draft and revise concise, human-focused GitHub issues for pytest-kind-ng.

NVIDIA/container-canary

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

NVIDIA/OpenShell

Guide users through Cosmos3 installation, environment setup, checkpoint downloading, and verification.

NVIDIA/cosmos-framework

Runs NVIDIA TAO Data Services KPI analysis on object detection results, comparing predictions to ground truth and writing per-class precision, recall and AP to a CSV.

NVIDIA/skills

Runs TAO Data Services gap analysis that compares ground-truth and predicted boxes to find weak images by per-class recall, precision and AP50.

NVIDIA/skills

Launch and supervise OpenShell gator agents. An agent skill from NVIDIA/OpenShell.

NVIDIA/OpenShell

Compares a vision-language model's yes/no predictions with ground truth and writes the false-positive and false-negative cases to a JSONL file with a summary report.

NVIDIA/skills

Turns a parquet of image file paths into a parquet of embeddings with CLIP, SigLIP or a TAO checkpoint, using the TAO Data Services container, ahead of neighbor mining.

NVIDIA/skills

Guide agents through using the OpenShell CLI (openshell) for sandbox management, gateway registration, provider configuration and refresh, profile management, policy iteration, settings, service…

NVIDIA/OpenShell

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

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

NVIDIA/skills

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

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

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

Bootstrap the KERMT agent environment — verify host docker + nvidia-container-toolkit, build the kermt:latest image from the repo's Dockerfile if it doesn't yet exist, and run a GPU smoke test…

NVIDIA/skills

Set up the public CodonFM v1 repository and download public Encodon checkpoints.

NVIDIA/skills

Run container-backed AutoML / hyperparameter optimization (HPO) for NVIDIA TAO networks using AutoMLRunner.

NVIDIA/skills

Run iterative improvement for NVIDIA TAO CLIP / SigLIP image-text retrieval on attribute-labelled data.

NVIDIA/skills

Host setup for TAO GPU backends. An agent skill from NVIDIA/skills.

NVIDIA/skills

A skill your agent uses for VSS alert workflows — real-time monitoring, Alert-Bridge subscriptions, Slack notifications, incident queries, camera onboarding.

NVIDIA/skills

Use Boltz2 NIM for biomolecular structure prediction and binding affinity.

NVIDIA/skills

Check progress for a detached KERMT run (pretrain, finetune, or any kermtrundetached invocation).

NVIDIA/skills

Set up or troubleshoot the Auto Ontology runtime. An agent skill from NVIDIA/skills.

NVIDIA/skills

A skill your agent uses when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference Microservice — a GPU-accelerated FastAPI service that detects whether…

NVIDIA/skills

Routes NVIDIA Nemotron Speech (Formerly Riva) NIM tasks — deploys, runs, and tests ASR, TTS, and NMT NIMs on build.nvidia.com or self-hosted.

NVIDIA/skills

Performs gap analysis on NVIDIA TAO VCN Classify (Visual Component Net) experiments by invoking the pinned TAO data-services container directly via docker run … gapanalysis vcnaoi … — picks the…

NVIDIA/skills

The mandatory pre-launch gate and four-verb execution contract for every TAO workflow or action.

NVIDIA/skills

Run a Python training/eval script directly in an existing local virtualenv — no docker, no container.

NVIDIA/skills

Action recognition from video sequences. An agent skill from NVIDIA/skills.

NVIDIA/skills

DINOv3 continual self-supervised pre-training. An agent skill from NVIDIA/skills.

NVIDIA/skills

MAL (Mask Auto-Label) for weakly-supervised segmentation. An agent skill from NVIDIA/skills.

NVIDIA/skills

NVPanoptix3D for panoptic 3D scene reconstruction from posed RGB images.

NVIDIA/skills

Pose classification using ST-GCN (Spatial Temporal Graph Convolutional Network).

NVIDIA/skills

Person re-identification (ReID). An agent skill from NVIDIA/skills.

NVIDIA/skills

A skill your agent uses when deploying, operating, or integrating the VSS 3.2 GA RT-Embed Video Embedding microservice.

NVIDIA/skills

A skill your agent uses to run top-level VSS fusion search on archived video, or to ingest video files / RTSP streams for search.

NVIDIA/skills