# Skills for AI and ML Skills for AI and ML: what each one does, an install command and example prompts. 2465 cards · page 25 of 62 - HTML: https://affpapa.org/en/nevibecode/skills/topic/ai-ml?page=25 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [nemo-automodel-recipe-development](https://affpapa.org/en/nevibecode/skills/nemo-automodel-recipe-development.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1900 installs — Guides the agent in creating and editing NeMo AutoModel training and evaluation recipes. - [earth2studio-deterministic-forecast](https://affpapa.org/en/nevibecode/skills/earth2studio-deterministic-forecast.md) — skill · NVIDIA Earth-2 Team · Claude Code, Codex, Cursor +3 · 1900 installs — A skill that walks you through building a deterministic weather forecast script with Earth2Studio: model, data source, IO backend and inference. - [earth2studio-discover](https://affpapa.org/en/nevibecode/skills/earth2studio-discover.md) — skill · NVIDIA Earth-2 Team · Claude Code, Codex, Cursor +3 · 1900 installs — Finds compatible Earth2Studio models, data sources, and gallery examples for climate workflows. - [earth2studio-install](https://affpapa.org/en/nevibecode/skills/earth2studio-install.md) — skill · NVIDIA Earth-2 Team · Claude Code, Codex, Cursor +3 · 1900 installs — Walks you through installing Earth2Studio and picking the model extras you need. - [physicsnemo-discover](https://affpapa.org/en/nevibecode/skills/physicsnemo-discover.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1900 installs — An NVIDIA skill that finds the right model, datapipe or example in PhysicsNeMo for a SciML task. - [digital-health-clinical-asr-finetune](https://affpapa.org/en/nevibecode/skills/digital-health-clinical-asr-finetune.md) — skill · Ben Randoing · Claude Code, Codex, Cursor +3 · 1900 installs — Skill for running stock NeMo SFT on Parakeet TDT v2 and measuring post-training KER. - [digital-health-clinical-asr-eval](https://affpapa.org/en/nevibecode/skills/digital-health-clinical-asr-eval.md) — skill · Ben Randoing · Claude Code, Codex, Cursor +3 · 1900 installs — Scores a NeMo manifest for clinical ASR, computes WER, CER, KER and SER, and builds a five-section leaderboard. - [digital-health-clinical-asr-build](https://affpapa.org/en/nevibecode/skills/digital-health-clinical-asr-build.md) — skill · Ben Randoing · Claude Code, Codex, Cursor +3 · 1900 installs — Curates clinical terms, synthesizes eval audio through Magpie TTS and writes a NeMo manifest. - [digital-health-clinical-asr-setup](https://affpapa.org/en/nevibecode/skills/digital-health-clinical-asr-setup.md) — skill · Ben Randoing · Claude Code, Codex, Cursor +3 · 1900 installs — Sets up the environment for NVIDIA's Clinical ASR Flywheel, verifies the NVIDIA_API_KEY, installs Python dependencies, and runs an end-to-end smoke test. - [dicom-series-to-volume](https://affpapa.org/en/nevibecode/skills/dicom-series-to-volume.md) — skill · NVIDIA MedTech Team · Claude Code, Codex, Cursor +3 · 1900 installs — Turns one CT DICOM series folder into an HU NIfTI volume plus a JSON summary with the affine. - [dicom-series-preflight](https://affpapa.org/en/nevibecode/skills/dicom-series-preflight.md) — skill · NVIDIA MedTech Team · Claude Code, Codex, Cursor +3 · 1900 installs — Reads DICOM headers in a single series folder and returns JSON with a pass, warn or fail verdict before conversion or inference. - [dicom-metadata-extract](https://affpapa.org/en/nevibecode/skills/dicom-metadata-extract.md) — skill · NVIDIA MedTech Team · Claude Code, Codex, Cursor +3 · 1900 installs — Runs a pydicom script on a single DICOM file to extract metadata and detect standard PHI tags. - [nemotron-policy-generator](https://affpapa.org/en/nevibecode/skills/nemotron-policy-generator.md) — skill · Shyamala Prayaga · Claude Code, Codex, Cursor +3 · 1900 installs — Turn moderation requirements or an existing policy into structured artifacts for NVIDIA Nemotron safety models. - [prompt-optimizer](https://affpapa.org/en/nevibecode/skills/getsentry-prompt-optimizer.md) — skill · getsentry · Claude Code, Codex, Cursor +3 · 2300 installs — A skill that rewrites system and agent prompts against a set of eval cases instead of gut feeling. - [ai-product-strategy](https://affpapa.org/en/nevibecode/skills/ai-product-strategy.md) — skill · RefoundAI · Claude Code, Codex, Cursor +3 · 2700 installs — Guides product decisions for AI features, helping you choose between RAG and fine-tuning and plan for non-deterministic model behavior. - [alphaear-predictor](https://affpapa.org/en/nevibecode/skills/alphaear-predictor.md) — skill · RKiding · Claude Code, Codex, Cursor +3 · 584 installs — This skill produces a Kronos-based forecast for a financial time series, then adjusts the numbers against fresh news. - [bailian-web-search](https://affpapa.org/en/nevibecode/skills/bailian-web-search.md) — skill · modelstudioai · Claude Code, Codex, Cursor +3 · 3100 installs — This skill picks the search path for CLI bl: the model's built-in search or Bailian MCP. - [holoscan-install-source](https://affpapa.org/en/nevibecode/skills/holoscan-install-source.md) — skill · Holoscan Team · Claude Code, Codex, Cursor +3 · 1800 installs — Builds and verifies NVIDIA Holoscan SDK 5.x from source using the repository container wrapper. - [holoscan-install-debian](https://affpapa.org/en/nevibecode/skills/holoscan-install-debian.md) — skill · Holoscan Team · Claude Code, Codex, Cursor +3 · 1800 installs — Installs native C++ Debian packages of Holoscan SDK 5.x on Ubuntu 24.04 and checks that the bundled examples build. - [holoscan-install-wheel](https://affpapa.org/en/nevibecode/skills/holoscan-install-wheel.md) — skill · Holoscan Team · Claude Code, Codex, Cursor +3 · 1800 installs — Installs Holoscan SDK 5.x CUDA 13 Python wheels into an isolated venv and checks that the import works. - [holoscan-install-conda](https://affpapa.org/en/nevibecode/skills/holoscan-install-conda.md) — skill · Holoscan Team · Claude Code, Codex, Cursor +3 · 1800 installs — Checks Conda package availability for Holoscan SDK 5.x releases, flags missing 5.0 builds, and routes to supported installation alternatives. - [holoscan-install-container](https://affpapa.org/en/nevibecode/skills/holoscan-install-container.md) — skill · Holoscan Team · Claude Code, Codex, Cursor +3 · 1800 installs — Checks a host and installs the Holoscan SDK 5.x CUDA 13 development container. - [holoscan-setup](https://affpapa.org/en/nevibecode/skills/holoscan-setup.md) — skill · Holoscan Team · Claude Code, Codex, Cursor +3 · 1800 installs — Checks a Linux host and picks a Holoscan SDK 5.x install path: container, Debian packages, wheels or a source build. - [tilegym-adding-cutile-kernel](https://affpapa.org/en/nevibecode/skills/tilegym-adding-cutile-kernel.md) — skill · TileGym Team · Claude Code, Codex, Cursor +3 · 1800 installs — Guides AI coding agents through adding cuTile GPU kernel operators to TileGym. - [mcore-testing](https://affpapa.org/en/nevibecode/skills/mcore-testing.md) — skill · Philip Petrakian · Claude Code, Codex, Cursor +3 · 1800 installs — A skill that maps out the Megatron-LM test system: test layout, recipe YAML, golden values, and how to run unit tests locally. - [mcore-run-on-slurm](https://affpapa.org/en/nevibecode/skills/mcore-run-on-slurm.md) — skill · Philip Petrakian · Claude Code, Codex, Cursor +3 · 1800 installs — Prepare a SLURM launch for distributed Megatron-LM training, from an sbatch skeleton to rank-level failure checks. - [nemo-rl-brev-etiquette](https://affpapa.org/en/nevibecode/skills/nemo-rl-brev-etiquette.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1800 installs — A skill that tells the agent where files belong on a Brev box: code stays in the repo, heavy run output goes to /ephemeral. - [mcore-linting-and-formatting](https://affpapa.org/en/nevibecode/skills/mcore-linting-and-formatting.md) — skill · Philip Petrakian · Claude Code, Codex, Cursor +3 · 1800 installs — Sets up linting and code formatting for Megatron-LM projects. - [nemo-mbridge-perf-tp-dp-comm-overlap](https://affpapa.org/en/nevibecode/skills/nemo-mbridge-perf-tp-dp-comm-overlap.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1800 installs — A skill that walks through enabling TP, DP and PP communication overlap in Megatron-Bridge: which knobs to turn, where the code gates it, how to verify. - [nemo-mbridge-perf-moe-dispatcher-selection](https://affpapa.org/en/nevibecode/skills/nemo-mbridge-perf-moe-dispatcher-selection.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1800 installs — Picks between alltoall, DeepEP and HybridEP for MoE token dispatch based on your hardware, EP degree and optimization stage. - [nemo-mbridge-perf-megatron-fsdp](https://affpapa.org/en/nevibecode/skills/nemo-mbridge-perf-megatron-fsdp.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1800 installs — Configures Megatron FSDP in Megatron-Bridge to replace standard DDP, helping resolve out-of-memory errors and verify training checkpoints. - [nemo-rl-docs](https://affpapa.org/en/nevibecode/skills/nemo-rl-docs.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1800 installs — This skill hands your agent the documentation rules for NeMo-RL: keeping docs/index.md current and writing docstrings in Google style. - [nemo-mbridge-resiliency](https://affpapa.org/en/nevibecode/skills/nemo-mbridge-resiliency.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1800 installs — A skill covering resiliency setup in Megatron Bridge: fault tolerance, straggler detection, preemption and re-run state machine. - [nemo-mbridge-perf-hierarchical-context-parallel](https://affpapa.org/en/nevibecode/skills/nemo-mbridge-perf-hierarchical-context-parallel.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1800 installs — Configures hierarchical context parallelism in Megatron-Bridge. - [nemo-mbridge-perf-moe-hardware-configs](https://affpapa.org/en/nevibecode/skills/nemo-mbridge-perf-moe-hardware-configs.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1800 installs — A reference of MoE training starting configurations for H100, B200, GB200, and GB300. - [nemo-mbridge-perf-moe-comm-overlap](https://affpapa.org/en/nevibecode/skills/nemo-mbridge-perf-moe-comm-overlap.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1800 installs — A skill for MoE expert-parallel communication overlap in Megatron Bridge: dispatch/combine, flex dispatcher backends, expert wgrad scheduling. - [nemo-mbridge-perf-moe-long-context](https://affpapa.org/en/nevibecode/skills/nemo-mbridge-perf-moe-long-context.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1800 installs — Guides context parallelism sizing and selective recompute for long-context MoE training in Megatron Bridge. - [nemo-mbridge-perf-expert-parallel-overlap](https://affpapa.org/en/nevibecode/skills/nemo-mbridge-perf-expert-parallel-overlap.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1800 installs — A skill for enabling and validating MoE expert-parallel communication overlap in Megatron-Bridge, covering alltoall and flex dispatchers with DeepEP and HybridEP. - [nemo-mbridge-perf-cpu-offloading](https://affpapa.org/en/nevibecode/skills/nemo-mbridge-perf-cpu-offloading.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1800 installs — A skill that validates and enables CPU offloading in Megatron Bridge: layer-level activation offloading and optimizer state offloading via HybridDeviceOptimizer. - [nemo-mbridge-perf-moe-optimization-workflow](https://affpapa.org/en/nevibecode/skills/nemo-mbridge-perf-moe-optimization-workflow.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1800 installs — Guides MoE throughput tuning and regression diagnosis in Megatron Bridge. 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