Nvidia Skills

k8s-launch-kit/skills/k8s-launch-kit-generate

Use this skill when the user wants to generate Kubernetes YAML manifests for NVIDIA networking deployment using k8s-launch-kit (l8k). Activate for: manifest…

k8s-launch-kit/skills/k8s-launch-kit-pipeline

Use this skill when the user wants to run the full k8s-launch-kit (l8k) pipeline end-to-end: discover cluster hardware, select a profile, generate manifests,…

k8s-launch-kit/skills/k8s-launch-kit-shared

k8s-launch-kit (l8k) CLI: Shared patterns for binary location, global flags, output formatting, exit codes, and error handling. Read this before using any…

k8s-launch-kit/skills/k8s-launch-kit-troubleshoot

Use this skill when the user has problems with NVIDIA Network Operator on Kubernetes, or wants to analyze a sosreport diagnostic dump. Activate for: OFED…

k8s-launch-kit/skills/k8s-launch-kit-validate

Use this skill when the user wants to verify that an NVIDIA networking deployment matches the configuration that produced it. Activate for: 'is my deployment…

k8s-launch-kit/skills/k8s-network-engineer

Embody a senior NVIDIA Networking Engineer who is an expert on deploying cloud-native networking on Kubernetes with k8s-launch-kit (l8k). Activate whenever the…

nemo-relay/.agents/skills/karpathy-guidelines

Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes,…

nemo-fabric/.agents/skills/karpathy-guidelines

Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes,…

tensorrt-llm/.claude/skills/kernel-tileir-optimization

Optimize existing Triton kernels for NVIDIA TileIR backend on Blackwell GPUs (sm_100+). Adds TileIR-specific autotune configs: occupancy, num_ctas, TMA…

tensorrt-llm/.claude/skills/kernel-triton-writing

ONLY for OpenAI Triton (@triton.jit) kernel development. NEVER use for CUDA C++ kernels, TileIR, or profiling tools (ncu, nsys). The user's request must…

omniperf/.agents/skills/kit-app-streaming-debug

Use when investigating Kit app livestream performance bottlenecks, WebRTC/native StreamSDK lag, freezes, dropped frames, browser WebRTC stats, copy fence…

skills/skills/launch-nemo-rl

Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a Kubernetes cluster via the nrl-k8s CLI. Covers ephemeral vs long-lived…

openshell/.agents/skills/launch-openshell-gator

Launch and supervise OpenShell gator agents. Use when starting gator on issues or PRs, checking gator sandboxes, building the gator sandbox image, restarting…

model-optimizer/plugins/modelopt/skills/launching-evals

Run, monitor, analyze, and debug LLM evaluations via nemo-evaluator-launcher. Covers running evaluations, checking status and live progress, debugging failed…

megatron-lm/skills/linting-and-formatting

Linting and formatting for Megatron-LM. Covers running autoformat.sh, tools (ruff, black, isort, pylint, mypy), and code style rules.

nvidia-resiliency-ext/src/nvidia_resiliency_ext/skills/nvrx-attr/log-analysis

Analyze a SLURM job log file for failure root-cause attribution and restart decisions using NVRxLogAnalyzer. Use when you have a SLURM training job log and…

cuopt/skills/lp-milp-formulation

LP/MILP concepts and going from problem text to formulation. What LP/MILP are, required formulation questions, typical modeling elements, and how to parse…

nemo-relay/.agents/skills/maintain-ci

Maintain and review NeMo Relay GitHub Actions workflows with explicit per-job permissions, pinned action SHAs, deterministic caching, reusable workflow…

nemo-fabric/.agents/skills/maintain-ci

Maintain and review NeMo Fabric GitHub Actions workflows with minimum permissions, pinned action SHAs, deterministic caching, lockfile-backed tools, and local…

nemo-relay/.agents/skills/maintain-dynamic-plugins

Maintain NeMo Relay dynamic plugin loaders, manifests, Rust native SDKs, gRPC worker protocol, Python worker SDK, docs, tests, and release workflow coverage

nemo-relay/.agents/skills/maintain-observability

Maintain or extend NeMo Relay observability surfaces across ATIF, OpenTelemetry, and OpenInference

nemo-relay/.agents/skills/maintain-optimizer

Maintain or extend the NeMo Relay adaptive surface across config, plugins, docs, and bindings; use this when users still say optimizer

nemo-relay/.agents/skills/maintain-packaging

Maintain NeMo Relay package metadata, module paths, generated artifacts, and release-facing build surfaces

nemo-fabric/.agents/skills/maintain-packaging

Maintain NeMo Fabric Rust and Python dependencies, package metadata, module paths, native artifacts, lockfiles, license evidence, and release-facing build…

flashdreams/skills/maintaining-oss-state

Maintain FlashDreams's OSS-release state — the LICENSE / NOTICE / THIRD-PARTY-NOTICES / REUSE.toml / LICENSES/ / CONTRIBUTING.md collateral that satisfies OSRB…

skillspector/skills/markdown-formatter

Formats and prettifies markdown documents

megatron-lm/skills/mcore-build-and-dependency

Container-based dev environment setup and dependency management for Megatron-LM. Covers acquiring and launching the CI container, uv package management, and…

megatron-lm/skills/mcore-bump-base-image

Bump the NVIDIA PyTorch base image (`nvcr.io/nvidia/pytorch:YY.MM-py3`) used by Megatron-LM CI. Covers the two pin sites (GitHub CI in…

megatron-lm/skills/mcore-cicd

CI/CD reference for Megatron-LM. Covers CI pipeline structure, PR scope labels, triggering internal GitLab CI (which force-pushes the current branch to a…

megatron-lm/skills/mcore-create-issue

Investigate a failing GitHub Actions run or job and create a GitHub issue for the failure.