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Skill

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planetscale-schema-recommendations-agent-loop Official planetscale//planetscale-schema-recommendations-agent-loop Safely triage PlanetScale schema recommendations and turn them into reviewed branches, migrations, issues, or pull re…

hsb-app Official nvidia//hsb-app Discover and run Holoscan Sensor Bridge example applications on a connected devkit. Filters available apps by the use…

planetscale-autonomous-execution-mode Official planetscale//planetscale-autonomous-execution-mode Execute approved PlanetScale changes end-to-end without per-step approval when the operator has explicitly acknowledg…

tao-finetune-huggingface-model Official nvidia//tao-finetune-huggingface-model Fine-tune any HuggingFace CV / VLM / LLM model on local NVIDIA GPUs inside an NGC PyTorch container when no dedicated…

apollo-kotlin Official apollographql//apollo-kotlin Guide for building applications with Apollo Kotlin, the GraphQL client library for Android and Kotlin. Use this skill…

mapbox-store-locator-patterns Official mapbox/mapbox-agent-/mapbox-store-locator-patterns Common patterns for building store locators, restaurant finders, and location-based search applications with Mapbox. …

mapbox/mapbox-agent-

tilegym-cutile-python Official nvidia//tilegym-cutile-python Expert cuTile programming assistant. Write high-performance GPU kernels using cuTile's tile-based programming model w…

huggingface-paper-publisher Official huggingface//huggingface-paper-publisher Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datas…

tao-finetune-cosmos-embed Official nvidia//tao-finetune-cosmos-embed >- Cosmos-Embed1 video-text embedding for text-to-video retrieval, video-to-video search, semantic deduplication, and…

tao-launch-workflow Official nvidia//tao-launch-workflow >- Shared launch intake for any TAO workflow or action. Use when the user wants to run TAO AutoML, train, evaluate, i…

tao-finetune-cosmos-reason Official nvidia//tao-finetune-cosmos-reason Cosmos3-Nano video QA supervised fine-tuning with FSDP parallelism across variable-width GPU configurations. Use when…

tao-finetune-clip Official nvidia//tao-finetune-clip CLIP vision-language model for image-text retrieval, zero-shot classification, embedding extraction, ONNX export, and…

tao-port-huggingface-model Official nvidia//tao-port-huggingface-model Integrate a HuggingFace Computer Vision model into the NVIDIA TAO Toolkit ecosystem (tao-core config, tao-pytorch tra…

tao-list-capabilities Official nvidia//tao-list-capabilities >- Answer what the TAO Skill Bank plugin can do by generating the response from packaged application, data, model, Au…

tao-generate-video-reasoning-annotations Official nvidia//tao-generate-video-reasoning-annotations >- Multi-step video annotation pipeline that turns raw videos into Chain-of-Thought training data — multi-level capti…

tao-run-automl Official nvidia//tao-run-automl Run container-backed AutoML / hyperparameter optimization (HPO) for NVIDIA TAO networks using AutoMLRunner. Handles a…

tao-convert-dataset-format Official nvidia//tao-convert-dataset-format Run `tao-daft convert` to convert NVIDIA TAO DAFT datasets between supported formats. Do not use for non-DAFT data. U…

tao-train-ocrnet Official nvidia//tao-train-ocrnet OCRNet for scene text recognition. Recognizes text content from cropped text-region images and supports CTC and atten…

tao-train-image-classification Official nvidia//tao-train-image-classification PyTorch-based TAO image classification. Supports a wide range of backbones (FAN, EfficientNet, ResNet, etc.) with dis…

neki Official planetscale/database-/neki Overview and information about Neki, the sharded Postgres product by PlanetScale. Load when working with Neki-related…

planetscale/database-

images-search Official brave/brave-search-/images-search USE FOR image search. Returns images with title, source URL, thumbnail. Supports SafeSearch filter. Up to 200 results.

brave/brave-search-

tao-generate-image-grounding Official nvidia//tao-generate-image-grounding Two-step image grounding pipeline: extracts referring expressions from (image, caption) pairs and grounds them to pix…

tao-run-inference-service Official nvidia//tao-run-inference-service Start, query, and stop a network-specific TAO inference microservice ({network_arch}-inference-microservice) by deleg…

tao-run-on-kubernetes Official nvidia//tao-run-on-kubernetes Kubernetes execution platform — submits TAO container jobs as single-pod k8s Jobs with NVIDIA GPU scheduling. Use whe…

tao-train-optical-inspection Official nvidia//tao-train-optical-inspection Optical Inspection for defect detection using Siamese networks. Compares image pairs to detect manufacturing defects,…

tao-analyze-changenet-rca Official nvidia//tao-analyze-changenet-rca Performs deep Root Cause Analysis (RCA) on NVIDIA TAO Visual ChangeNet classification experiments with image-evidence…

tao-run-on-local-docker Official nvidia//tao-run-on-local-docker Local or remote Docker execution for TAO SDK job containers using a Docker daemon with NVIDIA GPU runtime. Use when r…

tao-train-action-recognition Official nvidia//tao-train-action-recognition Action recognition from video sequences. Supports RGB, optical flow, and joint (multi-stream) input types for classif…

tao-train-grounding-dino Official nvidia//tao-train-grounding-dino Grounding DINO for open-set object detection. Combines DINO-style detection with a BERT text encoder for language-gui…

tao-train-pose-classification Official nvidia//tao-train-pose-classification Pose classification using ST-GCN (Spatial Temporal Graph Convolutional Network). Classifies skeleton sequences into a…

tao-analyze-gaps-visual-changenet Official nvidia//tao-analyze-gaps-visual-changenet Performs gap analysis on NVIDIA TAO VCN Classify (Visual Component Net) experiments by invoking the pinned TAO data-s…

tao-train-reid Official nvidia//tao-train-reid Person re-identification (ReID). Learns discriminative embeddings to match the same person across different camera vi…

rivet-actors Official rivet-dev//rivet-actors Actors: The primitive for agent orchestration.

tao-train-depth-anything-v2 Official nvidia//tao-train-depth-anything-v2 Monocular depth estimation using Metric Depth Anything v2 or Relative Depth Anything architectures. Predicts per-pixe…

tao-train-dino Official nvidia//tao-train-dino DINO (DETR with Improved DeNoising Anchor Boxes) for 2D object detection. Transformer-based detector with denoising t…

tao-train-nvpanoptix3d Official nvidia//tao-train-nvpanoptix3d NVPanoptix3D for panoptic 3D scene reconstruction from posed RGB images. Produces 3D panoptic segmentation (semantic,…

tao-analyze-gaps-vlm-bcq Official nvidia//tao-analyze-gaps-vlm-bcq Extract false-positive and false-negative gaps from VLM binary-classification-question (BCQ, yes/no) predictions. Use…

tao-train-mask2former Official nvidia//tao-train-mask2former Mask2Former for universal image segmentation (panoptic, instance, and semantic). Transformer-based with masked attent…

tao-run-on-brev Official nvidia//tao-run-on-brev Brev managed GPU instances with Docker support. Use when running TAO training, evaluation, or inference on Brev GPU i…

tao-train-metric-learning-recognition Official nvidia//tao-train-metric-learning-recognition Metric-learning recognition (ml-recog) for fine-grained visual recognition. Learns embeddings for retrieval-based mat…

tao-train-rtdetr Official nvidia//tao-train-rtdetr RT-DETR (Real-Time DEtection TRansformer) for 2D object detection. Designed for real-time inference with competitive …

tao-train-visual-changenet Official nvidia//tao-train-visual-changenet Visual ChangeNet for binary image classification and segmentation in AOI defect detection. Use when training, evaluat…

tao-train-nvdinov2 Official nvidia//tao-train-nvdinov2 NVDINOv2 for self-supervised visual representation learning. Trains vision transformers via self-distillation (teache…

tao-train-single-step Official nvidia//tao-train-single-step Standard single-step train/eval/export workflow for any TAO model. Use when training a TAO model on a dataset without…

huggingface-tool-builder Official huggingface//huggingface-tool-builder Use this skill when the user wants to build tool/scripts or achieve a task where using data from the Hugging Face API…

tao-generate-referring-expressions Official nvidia//tao-generate-referring-expressions Four-step image referring-expression pipeline: turns images plus KITTI bounding-box labels into region descriptions, …

tao-run-deft-aoi Official nvidia//tao-run-deft-aoi Run the full DEFT AOI improvement loop for NVIDIA TAO VisualChangeNet / ChangeNet PCB inspection models: baseline eva…

tao-train-centerpose Official nvidia//tao-train-centerpose CenterPose for keypoint / pose estimation. Detects object centers and regresses keypoint locations for 6-DoF object p…

tao-train-segformer Official nvidia//tao-train-segformer SegFormer for semantic segmentation. Lightweight transformer-based architecture with hierarchical feature extraction,…

tao-run-automl-deft-pipeline Official nvidia//tao-run-automl-deft-pipeline Run the canonical NVIDIA AOI three-phase training pipeline — Phase 1 AutoML baseline (HPO), Phase 2 DEFT loop (RCA → …