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Skill

Source

Installs

launch-nemo-rl Official nvidia//launch-nemo-rl Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a Kubernetes cluster via the nrl-k8s C…

apollo-federation Official apollographql//apollo-federation Guide for authoring Apollo Federation subgraph schemas. Use this skill when: (1) creating new subgraph schemas for a …

nemo-mbridge-recipe-recommender Official nvidia//nemo-mbridge-recipe-recommender Recommend and customize Megatron Bridge library and benchmark recipes for a user's model, GPU count, hardware, sequen…

earth2studio-data-fetch Official nvidia//earth2studio-data-fetch Fetch weather/climate data via Earth2Studio data sources for specific variables and times. Do NOT use for inference p…

earth2studio-deterministic-forecast Official nvidia//earth2studio-deterministic-forecast Build deterministic forecast scripts with Earth2Studio (model, data source, IO, inference). Do NOT use for ensemble, …

n8n-credentials-and-security-official Official n8n-io//n8n-credentials-and-security-official Use when handling any auth, API keys, tokens, OAuth, bearer tokens, basic auth, or secret values in n8n workflows.

vss-deploy-detection-tracking-3d Official nvidia//vss-deploy-detection-tracking-3d Deploy and operate the RTVI-CV-3D microservice as MV3DT (`MODE=mv3dt`): per-camera DeepStream perception plus BEV Fus…

vss-deploy-profile Official nvidia//vss-deploy-profile Use to select, configure, deploy, verify, debug, or tear down a VSS profile (base, search, lvs, warehouse, edge). Not…

n8n-code-nodes-official Official n8n-io//n8n-code-nodes-official Use when the user reaches for a Code node, mentions writing JavaScript or Python in n8n, or any custom logic comes up…

nemo-mbridge-perf-activation-recompute Official nvidia//nemo-mbridge-perf-activation-recompute >- Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost…

nemotron-policy-generator Official nvidia//nemotron-policy-generator Generates BYO custom safety policies for NVIDIA Nemotron content-safety guardrails — Nemotron-Content-Safety-Reasonin…

nemo-mbridge-mlm-bridge-training Official nvidia//nemo-mbridge-mlm-bridge-training Run Megatron-LM (MLM) and Megatron Bridge training with mock or real data. Covers correlation testing, available reci…

nemo-mbridge-perf-moe-vlm-training Official nvidia//nemo-mbridge-perf-moe-vlm-training Practical guidance for training MoE VLMs in Megatron Bridge. Compares FSDP and 3D-parallel approaches, using rounded …

tilegym-adding-cutile-kernel Official nvidia//tilegym-adding-cutile-kernel Add a new cuTile GPU kernel operator to TileGym.

nemo-mbridge-perf-parallelism-strategies Official nvidia//nemo-mbridge-perf-parallelism-strategies Operational guide for choosing and combining parallelism strategies in Megatron Bridge, including sizing rules, hardw…

nemo-mbridge-multi-node-slurm Official nvidia//nemo-mbridge-multi-node-slurm Convert single-node scripts to multi-node Slurm sbatch jobs and debug common multi-node failures. Covers srun-native …

nemo-mbridge-perf-sequence-packing Official nvidia//nemo-mbridge-perf-sequence-packing Validate and use packed sequences and long-context training in Megatron-Bridge, including offline LLM packing, collat…

vss-deploy-detection-tracking-2d Official nvidia//vss-deploy-detection-tracking-2d Use this skill when the user wants to deploy, run, debug, tear down, or call the REST API of the RTVI-CV 2D detection…

vss-deploy-dense-captioning Official nvidia//vss-deploy-dense-captioning Use this skill when deploying standalone RT-VLM dense captioning or calling its REST API (uploads, captions, streams,…

nemo-mbridge-perf-moe-optimization-workflow Official nvidia//nemo-mbridge-perf-moe-optimization-workflow Evidence-gated workflow for MoE performance optimization in Megatron Bridge. Covers measurement contracts, the Three …

vss-deploy-video-embedding Official nvidia//vss-deploy-video-embedding Use this skill when deploying, operating, or integrating the VSS 3.2 GA RT-Embed Video Embedding microservice. Covers…

nemo-mbridge-perf-cpu-offloading Official nvidia//nemo-mbridge-perf-cpu-offloading Validate and use CPU offloading in Megatron Bridge, including layer-level activation offloading and fractional optimi…

nemo-mbridge-perf-expert-parallel-overlap Official nvidia//nemo-mbridge-perf-expert-parallel-overlap Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_…

mapbox-search-integration Official mapbox/mapbox-agent-/mapbox-search-integration Complete workflow for implementing Mapbox search in applications - from discovery questions to production-ready integ…

mapbox/mapbox-agent-

nemo-mbridge-perf-moe-long-context Official nvidia//nemo-mbridge-perf-moe-long-context Long-context MoE training guidance for Megatron Bridge. Covers CP sizing, selective recompute, dispatcher choices, an…

vss-manage-video-io-storage Official nvidia//vss-manage-video-io-storage Use to call the VIOS REST API (sensor list, timelines, clip extraction, snapshots, add/delete sensors and streams). N…

vss-generate-video-calibration Official nvidia//vss-generate-video-calibration Use to run AutoMagicCalib on local MP4s, RTSP, or the bundled sample dataset, and to deploy vss-auto-calibration when…

vss-setup-video-analytics-api Official nvidia//vss-setup-video-analytics-api Use to deploy the vss-video-analytics-api REST service standalone (config-source, data-log bind, Elasticsearch, optio…

nemo-mbridge-perf-moe-comm-overlap Official nvidia//nemo-mbridge-perf-moe-comm-overlap MoE expert-parallel communication overlap in Megatron Bridge. Covers dispatch/combine overlap, flex dispatcher backen…

search Official tavily-ai//search Search the web using Tavily's LLM-optimized search API. Returns relevant results with content snippets, scores, and m…

vss-manage-alerts Official nvidia//vss-manage-alerts Use for VSS alert workflows — real-time monitoring, Alert-Bridge subscriptions, Slack notifications, incident queries…

vss-query-analytics Official nvidia//vss-query-analytics Use this skill when reading video-analytics metrics, incidents, alerts, and sensor data via the VA-MCP server (port 9…

nemo-mbridge-perf-moe-hardware-configs Official nvidia//nemo-mbridge-perf-moe-hardware-configs Representative, point-in-time MoE training playbooks by hardware and model family. Use them as candidate seeds, then …

nemo-mbridge-perf-hierarchical-context-parallel Official nvidia//nemo-mbridge-perf-hierarchical-context-parallel Operational guide for enabling hierarchical context parallelism in Megatron-Bridge, including config knobs, code anch…

dd-monitors Official datadog-labs/agent-/dd-monitors Monitor management - list, search, file-based create, and alerting best practices.

datadog-labs/agent-

nemo-mbridge-resiliency Official nvidia//nemo-mbridge-resiliency Resiliency features in Megatron Bridge including fault tolerance, straggler detection, in-process restart, preemption…

nemo-mbridge-perf-megatron-fsdp Official nvidia//nemo-mbridge-perf-megatron-fsdp Operational guide for enabling Megatron FSDP in Megatron-Bridge, including config knobs, code anchors, pitfalls, and …

vss-setup-behavior-analytics Official nvidia//vss-setup-behavior-analytics Use to deploy the vss-behavior-analytics service standalone (entrypoint, config-source, optional calibration). Not fo…

nemo-rl-docs Official nvidia//nemo-rl-docs Documentation conventions for NeMo-RL. Covers docs/index.md updates and docstring format. Do NOT use for: bug fixes, …

nemo-mbridge-perf-moe-dispatcher-selection Official nvidia//nemo-mbridge-perf-moe-dispatcher-selection Choose the right MoE token dispatcher (`alltoall`, DeepEP, or HybridEP) for the hardware, EP degree, and optimization…

nemo-mbridge-perf-tp-dp-comm-overlap Official nvidia//nemo-mbridge-perf-tp-dp-comm-overlap Operational guide for enabling TP, DP, and PP communication overlap in Megatron-Bridge, including config knobs, code …

holoscan-setup Official nvidia//holoscan-setup Guides Holoscan SDK installation: inspects the host, assesses platform compatibility, recommends an install method, a…

mcore-linting-and-formatting Official nvidia//mcore-linting-and-formatting Linting and formatting for Megatron-LM. Covers running autoformat.sh, tools (ruff, black, isort, pylint, mypy), and c…

huggingface-trackio Official huggingface//huggingface-trackio Track and visualize ML training experiments with Trackio.

holoscan-install-container Official nvidia//holoscan-install-container Install Holoscan SDK via the NGC Docker container. Use for container-based installs; not for native apt/pip/Conda ins…

huggingface-community-evals Official huggingface//huggingface-community-evals Run evaluations for Hugging Face Hub models using inspect-ai and lighteval on local hardware.

mcore-create-issue Official nvidia//mcore-create-issue Investigate a failing GitHub Actions run or job and create a GitHub issue for the failure.

mcore-run-on-slurm Official nvidia//mcore-run-on-slurm How to launch distributed Megatron-LM training jobs on a SLURM cluster.

azure-observability Official microsoft/azure-/azure-observability Azure Observability Services including Azure Monitor, Application Insights, Log Analytics, Alerts, and Workbooks. Pro…

microsoft/azure-

holoscan-install-conda Official nvidia//holoscan-install-conda Install Holoscan SDK v4.3+ via Conda in a CUDA 13 environment. Use for Conda installs; redirect CUDA 12 hosts to cont…