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Ranked skills

All Official With docs

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Skill

Source

8W Activity

Installs

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

agents-harden Official Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start…

aws/agent-toolkit-for-aws

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

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

issue-fields-migration Official Bulk-migrate metadata to GitHub issue fields from two sources: repo labels (e.g. priority labels to a Priority field)…

github/awesome-copilot

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

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

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

figma/mcp-server-guide

canva-creator Official Takes an approved content brief and executes a campaign end-to-end: builds the posting calendar, generates Canva desi…

anthropics/knowledge-work-plugins

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

kotlin/kotlin-agent-skills

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

gtm-positioning-strategy Official Find and own a defensible market position.

github/awesome-copilot

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

huggingface/skills

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

skill-creator Official Guide for creating effective skills for Apollo GraphQL and GraphQL development. Use this skill when: (1) users want t…

apollographql/skills

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

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

sentry-tanstack-start-sdk Official Full Sentry SDK setup for TanStack Start React. Use when asked to "add Sentry to TanStack Start", "install @sentry/ta…

getsentry/sentry-for-ai

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

mapbox/mapbox-agent-skills

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

sentry-debug-issue Official Debug and fix a Sentry issue — find it (by link, ID, or search), pull full context (stack trace, breadcrumbs, trace, …

getsentry/sentry-for-ai

digital-health-clinical-asr-finetune Official 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…

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

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

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

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

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

apollographql/skills

earth2studio-discover Official Find Earth2Studio models, data sources, and examples for a weather/climate use case. Do NOT use for writing inference…

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

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

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

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

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

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

develop-ai-functions-example Official develop-ai-functions-example — an installable skill for AI agents, published by vercel/ai.

n8n-code-nodes-official 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 >- Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost…

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

nemo-mbridge-mlm-bridge-training Official 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 Practical guidance for training MoE VLMs in Megatron Bridge. Compares FSDP and 3D-parallel approaches, using rounded …

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

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

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

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

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

vss-deploy-dense-captioning Official 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 Evidence-gated workflow for MoE performance optimization in Megatron Bridge. Covers measurement contracts, the Three …

vss-deploy-video-embedding Official 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 Validate and use CPU offloading in Megatron Bridge, including layer-level activation offloading and fractional optimi…

publish-to-pages Official Publish presentations and web content to GitHub Pages.

github/awesome-copilot