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A local directory of open agent skills — ranked, searchable, and one command away.

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Ranked skills

All Official With docs

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Skill

Source

8W Activity

Installs

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

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

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

funding-digest Official Generate a polished one-page PowerPoint slide summarizing key takeaways from recent funding rounds and notable capita…

anthropics/financial-services

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

mapbox/mapbox-agent-skills

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

fsi-strip-profile Official Creates professional investment banking strip profiles (company profiles) for pitch books, deal materials, and client…

anthropics/financial-services

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

agents-connect Official Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Ceda…

aws/agent-toolkit-for-aws

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

sred-project-organizer Official Take a list of projects and their related documentation, and organize them into the SRED format for submission.

getsentry/skills

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

cash-flow-snapshot Official Reads AR/AP, historical cash timing, and known fixed costs from QuickBooks, PayPal, Stripe, or Square — or a CSV uplo…

anthropics/knowledge-work-plugins

agents-debug Official Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues. Reads t…

aws/agent-toolkit-for-aws

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

central-station Official This skill should be used when the user asks about Central Station threads, community discussions, support questions,…

railwayapp/railway-skills

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

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

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

skill-creator Official Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an ex…

anthropics/financial-services

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

ib-check-deck Official Investment banking presentation quality checker. Reviews a pitch deck or client-ready presentation for (1) number con…

anthropics/financial-services

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

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

agents-optimize Official Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality g…

aws/agent-toolkit-for-aws

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

figma-generate-diagram Official MANDATORY prerequisite — load this skill BEFORE every `generate_diagram` tool call. NEVER call `generate_diagram` dir…

figma/mcp-server-guide

swap-curve-strategy Official Analyze the interest rate swap curve by pricing swaps at multiple tenors, overlaying government and inflation curves,…

anthropics/financial-services

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

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

dd-docs Official Datadog docs lookup using docs.datadoghq.com/llms.txt and linked Markdown pages.

datadog-labs/agent-skills

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

apollo-router Official Version-aware guide for configuring and running Apollo Router for federated GraphQL supergraphs. Generates correct YA…

apollographql/skills

agents-get-started Official Use when a developer wants to create a new agent project or get started with AgentCore. Handles framework selection, …

aws/agent-toolkit-for-aws

status Official This skill should be used when the user asks "railway status", "is it running", "what's deployed", "deployment status…

railwayapp/railway-skills