Nvidia Skills

skills/skills/accelerated-computing-cudf

Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and…

elements/skills/accessibility

Unified accessibility auditing workflow across static analysis, runtime testing, ARIA patterns, keyboard navigation, and color contrast. Use this skill…

model-optimizer/plugins/modelopt/skills/accessing-mlflow

Query and browse evaluation results stored in MLflow. Use when the user wants to look up runs by invocation ID, compare metrics across models, fetch artifacts…

nemo-relay/.agents/skills/add-binding-feature

Add or change a public NeMo Relay API surface across the core runtime and every affected binding

nemo-relay/.agents/skills/add-middleware

Add a new guardrail or intercept type to the NeMo Relay middleware pipeline

aicr/.agents/skills/aicr-analyzing-snapshots

Use when analyzing an AICR snapshot YAML file, reviewing cluster state, comparing provider characteristics, extracting GPU/network topology insights, or…

aicr/.agents/skills/aicr-auditing-docs

Use when reviewing AICR's Markdown documentation for duplication, drift, bloat, and gaps — to keep docs high-value as the project evolves. Triggers on "audit…

aicr/.agents/skills/aicr-creating-guided-demos

Scaffolds an interactive guided demo script (demos/*.sh), live or self-paced, with the Frame → Tell → Show → Close pattern. Triggers on "demo script", "guided…

aicr/.agents/skills/aicr-creating-slide-decks

Use when building a self-contained HTML slide deck or visual talking-point for a technical concept or workflow (e.g. a demos/*.html) — shown full-screen or…

aicr/.agents/skills/aicr-managing-openvex

Use when adding, updating, or removing CVE/GHSA suppressions in `.openvex.json` — the OpenVEX document consumed by the daily image vulnerability scan workflow.…

aicr/.agents/skills/aicr-release-notes

Use when drafting the human-readable GitHub release notes summary for an upcoming AICR release. Triggers on "release notes", "draft release…

skills/skills/aiq-deploy

Use when asked to install, deploy, run, validate, troubleshoot, or stop NVIDIA AI-Q Blueprint infrastructure.

skills/skills/aiq-research

Use when asked to run deep research or AI-Q research through a reachable NVIDIA AI-Q Blueprint backend.

skills/skills/amc-run-rtsp-calibration

Calibrate a new dataset from live RTSP camera streams via the AutoMagicCalib REST API. Use when the user provides RTSP URLs or asks to calibrate live cameras;…

skills/skills/amc-run-sample-calibration

Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC microservice. Use when user says 'test sample…

skills/skills/amc-run-video-calibration

Calibrate a new dataset from pre-recorded video files via the AutoMagicCalib REST API. Use when user has local MP4s and says 'calibrate my videos', 'run AMC on…

skills/skills/amc-setup-calibration-stack

Launch AutoMagicCalib microservice and web UI from NGC release images via Docker Compose. Use when user says 'deploy auto calibration', 'launch auto…

dgx-spark-playbooks/nvidia/station-healthcare-agent/assets/skills/analysis-methods

Teaches the analyst agent how to write correct, robust Python analysis code for FHIR clinical data using pandas, matplotlib, and scipy.

elements/skills/api-design

Component API design patterns following Elements conventions for properties, attributes, CSS custom properties, slots, and events. Use this skill whenever the…

flashdreams/skills/apply-inference-optimizations

Apply FlashDreams-style inference speedups to model integrations after a baseline exists: bounded windows and fixed K/V caches, cache/decode overlap,…

nurec-skills/skills/asset-harvester

Use to install and run NVIDIA Asset Harvester (Apache-2.0) to extract per-object 3D Gaussian Splat assets (`gaussians.ply`) from AV NCore V4 clips or masked…

skills/skills/auto-research

Autonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery. Guides agents through the full experiment lifecycle:…

elements/skills/availability-report

Generate a production availability report for NVIDIA Elements packages and documentation.

omniperf/.agents/skills/benchmark-isaaclab

Run Isaac Lab benchmark scripts and interpret their outputs. Covers RL training throughput, non-RL environment step FPS, camera/load/startup benchmarks, batch…

omniperf/.agents/skills/benchmark-isaacsim

Run Isaac Sim benchmark scripts and interpret benchmark outputs. Covers camera, SDG, scene-loading, robot, lidar/radar/sensor benchmark scripts, common…

nemoclaw-community/examples/demos/field/blender-omniverse-dgx-station/skills/blender-host-sandbox-boundary

Route Blender, USD, OVRTX, and OVPhysX work when Hermes terminal and file tools run in an OpenShell sandbox but Blender MCP runs inside a host Blender process.…

nemoclaw-community/examples/demos/field/blender-omniverse-dgx-station/skills/blender-python-api-verification

Verify Blender Python properties, enums, operators, animation APIs, and add-on interfaces against the running Blender build before writing or executing…

skills/skills/brev-etiquette

Brev instance operating guidance for NeMo-RL agents working in /home/ubuntu/RL with limited workspace disk, a larger /ephemeral volume, and optional…

megatron-lm/skills/build-and-dependency

Container-based dev environment setup and dependency management for Megatron-LM. Covers acquiring and launching the CI container, uv package management, and…

openshell/.agents/skills/build-from-issue

Given a GitHub issue number, plan and implement the work described in the issue. Operates iteratively - creates an implementation plan, responds to feedback,…