NeVibeCode · 2,385 items
Skills for AI and ML
Skills for AI and ML: what each one does, an install command and example prompts.
nemo-automodel-recipe-development skill Guides the agent in creating and editing NeMo AutoModel training and evaluation recipes. It covers YAML configuration, builder functions, and CLI execution flow.
CX Codex +1
1,900installs
earth2studio-deterministic-forecast skill A skill that walks you through building a deterministic weather forecast script with Earth2Studio: model, data source, IO backend and inference.
CX Codex +1
1,900installs
earth2studio-discover skill Finds compatible Earth2Studio models, data sources, and gallery examples for climate workflows. It focuses on discovery, not inference code or data downloads.
CX Codex +1
1,900installs
earth2studio-install skill Walks you through installing Earth2Studio and picking the model extras you need. Useful when the environment has to be right before any forecasting work starts.
CX Codex +1
1,900installs
physicsnemo-discover skill An NVIDIA skill that finds the right model, datapipe or example in PhysicsNeMo for a SciML task. It points at files and writes no code.
CX Codex +1
1,900installs
digital-health-clinical-asr-finetune skill Skill for running stock NeMo SFT on Parakeet TDT v2 and measuring post-training KER. Useful at Stage 4 when priority Keyword Error Rate exceeds 0.3.
CX Codex +1
1,900installs
digital-health-clinical-asr-eval skill Scores a NeMo manifest for clinical ASR, computes WER, CER, KER and SER, and builds a five-section leaderboard. Use it when you need to decide between fine-tuning and fixing pronunciation coverage.
CX Codex +1
1,900installs
digital-health-clinical-asr-build skill Curates clinical terms, synthesizes eval audio through Magpie TTS and writes a NeMo manifest. Stage 2 of the Clinical ASR Flywheel.
CX Codex +1
1,900installs
digital-health-clinical-asr-setup skill 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.
CX Codex +1
1,900installs
dicom-series-to-volume skill Turns one CT DICOM series folder into an HU NIfTI volume plus a JSON summary with the affine. Handy before feeding scans to a segmentation model.
CX Codex +1
1,900installs
dicom-series-preflight skill Reads DICOM headers in a single series folder and returns JSON with a pass, warn or fail verdict before conversion or inference.
CX Codex +1
1,900installs
dicom-metadata-extract skill Runs a pydicom script on a single DICOM file to extract metadata and detect standard PHI tags. Useful for quick agent inspections of medical imaging files.
CX Codex +1
1,900installs
nemotron-policy-generator skill Turn moderation requirements or an existing policy into structured artifacts for NVIDIA Nemotron safety models. Useful when a project needs its rules prepared for model inference.
CX Codex +1
1,900installs
prompt-optimizer skill A skill that rewrites system and agent prompts against a set of eval cases instead of gut feeling. Useful when a prompt exists but behaves inconsistently.
CX Codex +1
2,300installs
ai-product-strategy skill Guides product decisions for AI features, helping you choose between RAG and fine-tuning and plan for non-deterministic model behavior.
CX Codex +1
2,700installs
alphaear-predictor skill This skill produces a Kronos-based forecast for a financial time series, then adjusts the numbers against fresh news. Useful when you need a short-horizon price view.
CX Codex +1
584installs
bailian-web-search skill This skill picks the search path for CLI bl: the model's built-in search or Bailian MCP. Useful when you work with Alibaba Bailian and keep mixing up keys.
CX Codex +1
3,100installs
holoscan-install-source skill Builds and verifies NVIDIA Holoscan SDK 5.x from source using the repository container wrapper. Helps with Early Access branches and custom SDK components.
CX Codex +1
1,800installs
holoscan-install-debian skill Installs native C++ Debian packages of Holoscan SDK 5.x on Ubuntu 24.04 and checks that the bundled examples build.
CX Codex +1
1,800installs
holoscan-install-wheel skill Installs Holoscan SDK 5.x CUDA 13 Python wheels into an isolated venv and checks that the import works.
CX Codex +1
1,800installs
holoscan-install-conda skill Checks Conda package availability for Holoscan SDK 5.x releases, flags missing 5.0 builds, and routes to supported installation alternatives.
CX Codex +1
1,800installs
holoscan-install-container skill Checks a host and installs the Holoscan SDK 5.x CUDA 13 development container. Use it before running the SDK in Docker with GPU access.
CX Codex +1
1,800installs
holoscan-setup skill Checks a Linux host and picks a Holoscan SDK 5.x install path: container, Debian packages, wheels or a source build.
CX Codex +1
1,800installs
tilegym-adding-cutile-kernel skill Guides AI coding agents through adding cuTile GPU kernel operators to TileGym. Useful when implementing custom kernels, tests, and benchmarks.
CX Codex +1
1,800installs
mcore-testing skill A skill that maps out the Megatron-LM test system: test layout, recipe YAML, golden values, and how to run unit tests locally.
CX Codex +1
1,800installs
mcore-run-on-slurm skill Prepare a SLURM launch for distributed Megatron-LM training, from an sbatch skeleton to rank-level failure checks. Useful when configuring or debugging a multi-node job.
CX Codex +1
1,800installs
nemo-rl-brev-etiquette skill A skill that tells the agent where files belong on a Brev box: code stays in the repo, heavy run output goes to /ephemeral.
CX Codex +1
1,800installs
mcore-linting-and-formatting skill Sets up linting and code formatting for Megatron-LM projects. It helps fix ruff and mypy violations and sort imports before opening a pull request.
CX Codex +1
1,800installs
nemo-mbridge-perf-tp-dp-comm-overlap skill 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.
CX Codex +1
1,800installs
nemo-mbridge-perf-moe-dispatcher-selection skill Picks between alltoall, DeepEP and HybridEP for MoE token dispatch based on your hardware, EP degree and optimization stage.
CX Codex +1
1,800installs
nemo-mbridge-perf-megatron-fsdp skill Configures Megatron FSDP in Megatron-Bridge to replace standard DDP, helping resolve out-of-memory errors and verify training checkpoints.
CX Codex +1
1,800installs
nemo-rl-docs skill This skill hands your agent the documentation rules for NeMo-RL: keeping docs/index.md current and writing docstrings in Google style. Useful when you touch the docs.
CX Codex +1
1,800installs
nemo-mbridge-resiliency skill A skill covering resiliency setup in Megatron Bridge: fault tolerance, straggler detection, preemption and re-run state machine.
CX Codex +1
1,800installs
nemo-mbridge-perf-hierarchical-context-parallel skill Configures hierarchical context parallelism in Megatron-Bridge. Useful for scaling long-sequence model training when context length exceeds KV head counts.
CX Codex +1
1,800installs
nemo-mbridge-perf-moe-hardware-configs skill A reference of MoE training starting configurations for H100, B200, GB200, and GB300. Use it when selecting a dispatcher, parallelism layout, or planning throughput checks.
CX Codex +1
1,800installs
nemo-mbridge-perf-moe-comm-overlap skill A skill for MoE expert-parallel communication overlap in Megatron Bridge: dispatch/combine, flex dispatcher backends, expert wgrad scheduling.
CX Codex +1
1,800installs
nemo-mbridge-perf-moe-long-context skill Guides context parallelism sizing and selective recompute for long-context MoE training in Megatron Bridge.
CX Codex +1
1,800installs
nemo-mbridge-perf-expert-parallel-overlap skill A skill for enabling and validating MoE expert-parallel communication overlap in Megatron-Bridge, covering alltoall and flex dispatchers with DeepEP and HybridEP.
CX Codex +1
1,800installs
nemo-mbridge-perf-cpu-offloading skill A skill that validates and enables CPU offloading in Megatron Bridge: layer-level activation offloading and optimizer state offloading via HybridDeviceOptimizer.
CX Codex +1
1,800installs
nemo-mbridge-perf-moe-optimization-workflow skill Guides MoE throughput tuning and regression diagnosis in Megatron Bridge. Useful when diagnosing speed drops after commit or configuration changes.
CX Codex +1
1,800installs
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