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Skill

Source

Installs

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 → …

tao-train-pointpillars Official nvidia//tao-train-pointpillars PointPillars for 3D object detection from LiDAR point clouds. Encodes point clouds into a pseudo-image via a pillar-b…

news-search Official brave/brave-search-/news-search USE FOR news search. Returns news articles with title, URL, description, age, thumbnail, profile. Supports freshness …

brave/brave-search-

tao-train-mask-auto-encoder Official nvidia//tao-train-mask-auto-encoder Masked Auto-Encoder (MAE) for self-supervised pretraining and fine-tuning. Masks random patches and reconstructs them…

tao-train-mask-auto-label Official nvidia//tao-train-mask-auto-label MAL (Mask Auto-Label) for weakly-supervised segmentation. Produces segmentation masks from minimal annotations (point…

tao-train-ocdnet Official nvidia//tao-train-ocdnet OCDNet for scene text detection. Detects arbitrary-oriented text regions in natural images using a differentiable bin…

tao-validate-dataset-format Official nvidia//tao-validate-dataset-format Run `tao-daft validate` to check NVIDIA TAO DAFT datasets for structure, schema, and cross-reference errors. Do not u…

tao-train-bevfusion Official nvidia//tao-train-bevfusion BEVFusion for multi-sensor 3D object detection. Fuses LiDAR point clouds and camera images in bird's-eye-view (BEV) s…

sentry-snapshots-cocoa Official getsentry/sentry-for-ai/sentry-snapshots-cocoa Full Sentry Snapshots for Apple/Cocoa projects. Use when asked to " SnapshotPreviews", " Apple snapsh…

getsentry/sentry-for-ai

tao-train-mask-grounding-dino Official nvidia//tao-train-mask-grounding-dino Mask Grounding DINO for grounded instance segmentation. Extends Grounding DINO with a mask-prediction head for open-s…

tao-train-oneformer Official nvidia//tao-train-oneformer OneFormer for universal image segmentation. Unifies panoptic, instance, and semantic segmentation with a single archi…

tao-train-deformable-detr Official nvidia//tao-train-deformable-detr Deformable DETR for 2D object detection. Uses deformable attention for efficient multi-scale feature processing, ligh…

tilegym-monkey-patch-kernels-to-transformers Official nvidia//tilegym-monkey-patch-kernels-to-transformers Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain…

tao-mine-aoi-images Official nvidia//tao-mine-aoi-images Runs the DEFT embed-then-mine workflow for VCN AOI iterations — embeds the gap-analysis target parquet, embeds a sour…

tao-run-on-slurm Official nvidia//tao-run-on-slurm Remote SLURM GPU cluster execution over SSH with sbatch/srun, Pyxis/Enroot containers, and Lustre-backed results. Use…

tao-train-sparse4d Official nvidia//tao-train-sparse4d Sparse4D for multi-camera temporal 3D object detection and tracking. Uses sparse queries with deformable attention ac…

planetscale-codebase-sqlcommenter-instrumentation Official planetscale//planetscale-codebase-sqlcommenter-instrumentation Inspect an application repository connected to PlanetScale and recommend SQLCommenter-compatible query tagging packag…

tao-train-foundation-stereo Official nvidia//tao-train-foundation-stereo Stereo depth estimation using FoundationStereo. Predicts disparity maps from stereo image pairs for 3D reconstruction…

planetscale-change-gates-and-approval-contract Official planetscale//planetscale-change-gates-and-approval-contract Enforce explicit approval gates for any PlanetScale, database, repository, credential, network, or automation mutatio…

tao-train-fast-foundation-stereo Official nvidia//tao-train-fast-foundation-stereo Real-time stereo depth estimation using FastFoundationStereo (FFS), the distilled bp2 commercial variant of Foundatio…

planetscale-readonly-inventory Official planetscale//planetscale-readonly-inventory Collect read-only evidence about PlanetScale org, database, branches, webhooks, backups, roles, Insights, recommendat…

tao-route-visual-changenet-samples Official nvidia//tao-route-visual-changenet-samples Routes the weakest VCN samples (output of `tao-analyze-gaps-visual-changenet`) into per-augmentation-module subsets b…

planetscale-traffic-control-recommendations Official planetscale//planetscale-traffic-control-recommendations Build a safe recommendation plan for PlanetScale Postgres Database Traffic Control budgets and rules without applying…

iris-development Official redis/agent-/iris-development Iris is Redis's umbrella for AI-focused products.

tilegym-improve-cutile-kernel-perf Official nvidia//tilegym-improve-cutile-kernel-perf Iteratively optimize cuTile kernel performance through systematic profiling, bottleneck analysis, IR comparison, and …

planetscale-webhook-automation-recommendations Official planetscale//planetscale-webhook-automation-recommendations Recommend webhook subscriptions and safe automation patterns for PlanetScale alerts, anomalies, schema recommendation…

apollo-router-plugin-creator Official apollographql//apollo-router-plugin-creator Guide for writing Apollo Router native Rust plugins. Use this skill when: (1) users want to create a new router plugi…

tao-run-platform Official nvidia//tao-run-platform TAO Execution SDK for submitting and monitoring GPU training jobs on supported platforms (Brev, SLURM, local Docker, …

planetscale-vitess-safety-review Official planetscale//planetscale-vitess-safety-review Review a PlanetScale Vitess database for safe migrations, deploy requests, schema recommendations, Insights, webhooks…

vitess Official planetscale/database-/vitess Vitess best practices, query optimization, and connection troubleshooting for PlanetScale Vitess databases. Load when…

planetscale/database-

llm-security Official semgrep//llm-security Security guidelines for LLM applications based on OWASP Top 10 for LLM 2025. Use when building LLM apps, reviewing AI…

tilegym-cutile-autotuning Official nvidia//tilegym-cutile-autotuning Use when adding, modifying, optimizing, or debugging CuTile autotuning code.

tilegym-converting-cutile-to-triton Official nvidia//tilegym-converting-cutile-to-triton Converts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit). Handles standard in-repo conversion, debugging (cud…

kotlin-backend-jpa-entity-mapping Official kotlin/kotlin-agent-/kotlin-backend-jpa-entity-mapping Model Kotlin persistence code correctly for Spring Data JPA and Hibernate. Covers entity design, identity and equalit…

kotlin/kotlin-agent-

redis-search Official redis/agent-/redis-search Redis Search guidance covering FT.CREATE schema design, field type selection (TEXT, TAG, NUMERIC, GEO, GEOSHAPE, VECT…

train-sentence-transformers Official huggingface//train-sentence-transformers Train or fine-tune sentence-transformers models across `SentenceTransformer` (bi-encoder, dense or static embedding m…

typing-exclusion-worker Official getsentry//typing-exclusion-worker Python typing exclusion worker: remove assigned mypy exclusion modules in small scoped batches, fix typing issues, ru…

tilegym-converting-cutile-to-julia Official nvidia//tilegym-converting-cutile-to-julia Converts cuTile Python GPU kernels (@ct.kernel) to cuTile.jl Julia equivalents.

rivet-agentos Official rivet-dev//rivet-agentos agentOS: A computer for every agent.

airflow Official astronomer/agents/airflow Queries, manages, and troubleshoots Apache Airflow using the `af` CLI. Use when working with anything related to Airf…

astronomer/agents

winapp-cli Official github/awesome-copilot/winapp-cli Windows App Development CLI (winapp) for building, packaging, signing, debugging, and UI-automating Windows applicati…

github/awesome-copilot

csharp-mcp-server-generator Official github/awesome-copilot/csharp-mcp-server-generator Generate a complete MCP server project in C# with tools, prompts, and proper configuration

github/awesome-copilot

template-skill Official anthropics//template-skill Replace with description of the skill and when Claude should use it.

firecrawl-build-scrape Official firecrawl//firecrawl-build-scrape Integrate Firecrawl `/scrape` into product code for single-page extraction. Use when an app already has a URL and nee…