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Skill

Source

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nemo-automodel-model-onboarding Official nvidia//nemo-automodel-model-onboarding Guide for onboarding new model architectures into NeMo AutoModel, including architecture discovery, implementation pa…

dynamo-router-starter Official nvidia//dynamo-router-starter Start or patch Dynamo router modes and run router endpoint smoke checks. Use for round-robin, KV-aware, least-loaded,…

n8n-agents-official Official n8n-io//n8n-agents-official Use when building or editing any AI feature in n8n: AI Agents, Text Classifier, Information Extractor, Sentiment Anal…

vss-ask-video Official nvidia//vss-ask-video Use this skill to ask the VSS agent's video_understanding tool a fresh visual question about a recorded clip. Not for…

cupynumeric-parallel-data-load Official nvidia//cupynumeric-parallel-data-load Load a sharded, on-disk dataset (sharded .npy, Parquet/Arrow, raw binary, sharded HDF5, custom layouts) into a distri…

physicsnemo-discover Official nvidia//physicsnemo-discover Official NVIDIA-authored guidance for navigating PhysicsNeMo — pick the model, datapipe, or example for a SciML/AI4Sc…

nemo-rl-auto-research Official nvidia//nemo-rl-auto-research Autonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery.

nemo-automodel-launcher-config Official nvidia//nemo-automodel-launcher-config Configure NeMo AutoModel job launches for interactive runs, Slurm clusters, and SkyPilot cloud execution.

dynamo-troubleshoot Official nvidia//dynamo-troubleshoot Diagnose failed or unhealthy Dynamo deployments. Use when pods, model-cache jobs, PVCs, workers, frontend/router heal…

cupynumeric-hdf5 Official nvidia//cupynumeric-hdf5 >- Read and write large cuPyNumeric arrays to HDF5 with Legate's parallel, distributed HDF5 I/O (legate.io.hdf5: to_f…

dicom-metadata-extract Official nvidia//dicom-metadata-extract Used for extracting selected metadata from one DICOM file and flagging standard-tag PHI presence. Not for anonymizati…

nemo-mbridge-perf-cuda-graphs Official nvidia//nemo-mbridge-perf-cuda-graphs Validate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine …

n8n-error-handling-official Official n8n-io//n8n-error-handling-official Use when building any webhook-triggered workflow, scheduled/production-bound workflow, wiring a per-node error output…

assess-react-native-migration Official callstackincubator/agent-/assess-react-native-migration Assesses whether and how an existing mobile product should migrate to React Native. Use when auditing one or more pro…

callstackincubator/agent-

browser-to-api Official browserbase//browser-to-api Turn a website's observable HTTP traffic into a best-effort OpenAPI 3.1 spec by analyzing a `browser-trace` capture.

nemo-mbridge-perf-memory-tuning Official nvidia//nemo-mbridge-perf-memory-tuning Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, PEFT + SP input re-gather, parallel…

dynamo-interconnect-check Official nvidia//dynamo-interconnect-check Validate that a Dynamo deployment's NIXL/UCX/NCCL interconnect is ready for disaggregated serving over RDMA/NVLink.

upstash-workflow-js Official upstash//upstash-workflow-js Work with the @upstash/workflow TypeScript/JavaScript SDK for durable, long-running workflows in serverless functions…

kotlin-tooling-java-to-kotlin Official kotlin/kotlin-agent-/kotlin-tooling-java-to-kotlin Use when converting Java source files to idiomatic Kotlin, when user mentions "java to kotlin", "j2k", "convert java"…

kotlin/kotlin-agent-

dicom-series-preflight Official nvidia//dicom-series-preflight Used for header-only preflight of one DICOM series folder before conversion or inference. Not for de-identification o…

planetscale-safe-orchestrator Official planetscale//planetscale-safe-orchestrator Master skill that runs the full PlanetScale safe best-practices assessment — inventory, engine review, Insights, Traf…

huggingface-vision-trainer Official huggingface//huggingface-vision-trainer Trains and fine-tunes vision models for object detection (D-FINE, RT-DETR v2, DETR, YOLOS), image classification (tim…

vss-search-archive Official nvidia//vss-search-archive Use this skill to run top-level VSS fusion search on archived video, or to ingest video files / RTSP streams for sear…

digital-health-clinical-asr-setup Official nvidia//digital-health-clinical-asr-setup Stage 1 of Clinical ASR Flywheel. Use when bootstrapping a cycle: NVCF+MW disclosure, NVIDIA_API_KEY check, deps inst…

earth2studio-install Official nvidia//earth2studio-install Guide installing Earth2Studio via uv or pip, selecting model extras, and configuring the environment. Do NOT use for …

mapbox-token-security Official mapbox/mapbox-agent-/mapbox-token-security Security best practices for Mapbox access tokens, including scope management, URL restrictions, rotation strategies, …

mapbox/mapbox-agent-

digital-health-clinical-asr-build Official nvidia//digital-health-clinical-asr-build Stage 2 of the Clinical ASR Flywheel. Use when curating clinical terms, tagging IPA, and synthesizing a NeMo manifest…

digital-health-clinical-asr-eval Official nvidia//digital-health-clinical-asr-eval Stage 3 of Clinical ASR Flywheel. Score a NeMo manifest, produce the five-section KER leaderboard (by-ipa_source diag…

digital-health-clinical-asr-finetune Official nvidia//digital-health-clinical-asr-finetune Stage 4 of the Clinical ASR Flywheel. Use when priority KER is above 0.3 to run stock NeMo SFT on Parakeet TDT v2 and…

dicom-series-to-volume Official nvidia//dicom-series-to-volume Used for converting one CT DICOM series folder to a HU NIfTI volume with affine evidence. Not for multi-frame DICOM o…

vss-generate-video-report Official nvidia//vss-generate-video-report Use this skill when producing a VSS analysis report — Mode A per-clip VLM, Mode B incident-range via video-analytics.…

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,…