Claude Skills by VectorSpaceLab

"Plan and preprocess prepared nnU-Net v2 datasets: fingerprint

"Configure and launch nnU-Net v2 training runs after

"Route Norfair object tracking, video overlays, moving-camera

Parse MOTChallenge data, accumulate predictions, and compute MOT metrics.

"Use Norfair Detection and Tracker APIs for core multi-object

"Guide Norfair video I/O, overlay drawing, path rendering, and

"Routes numpy-ml users to the right classical ML, preprocessing,

"Routes numpy-ml bandit, policy, trainer, and optional Gym-based

"Routes numpy-ml neural-network component, loss, optimizer,

"Routes numpy-ml preprocessing, tokenization, signal-processing,

"Routes numpy-ml probabilistic, topic-model, hidden-Markov, and

"Routes numpy-ml tabular estimator, tree, nonparametric, and

"Route NumPyro probabilistic programming tasks across modeling

"Route and use optional NumPyro contrib workflows while keeping

"Choose, instantiate, validate, sample, score, transform, compose,

"Run and troubleshoot NumPyro MCMC workflows with diagnostics,

"Write and inspect NumPyro model programs with primitives, plates,

"Fit and debug NumPyro stochastic variational inference workflows

"Route and operate the Nunchaku repo skill for CUDA-accelerated

"Operate Nunchaku FLUX and FLUX v2 Diffusers replacement workflows

"Operate FLUX LoRA loading, composition, conversion, safetensor

"Use Nunchaku cache, offload, precision, attention, qencoder, CUDA

"Operate Qwen-Image, Qwen-Image-Edit, Lightning, 2509, ControlNet,

"Operate Nunchaku's non-FLUX Diffusers replacements for Sana,

"Use NuPIC legacy HTM algorithms, OPF prediction, Network API

"Validate and explain NuPIC legacy CSV streams, FileRecordStream

"Direct NuPIC legacy HTM encoders, SpatialPooler, TemporalMemory,

"Build, link, run, inspect, and debug NuPIC legacy Network API

"Use NuPIC legacy Online Prediction Framework models, experiment

"Author, lint, run, and debug NuPIC legacy swarming search

"Use for Motional nuPlan autonomous-driving planning workflows:

"Use for nuPlan actor-state objects, SE2 poses, vehicle footprints,

"Use for nuPlan dataset roots and layout, SQLite/ORM queries,

"Implement or run nuPlan planners, assemble open or closed loop

"Operate the nuPlan database CLI and the v1.2.2 planner submission

"Train or fine-tune nuPlan planning models, build and cache

"Maintain the NVIDIA skills catalog repository: components.d

"Use OASIS (camel-oasis) for LLM social-media simulations, agent

"Create, customize, and validate OASIS agent graphs, social agents,

"Reuse OASIS legacy experiment patterns, user-generation notes, and

"Document OASIS platform actions, platform settings, recommendation

"Run OASIS Reddit, Twitter, custom-platform, manual-action, and

"Guides legacy Object-Detection-Metrics PASCAL VOC AP/mAP

"Folder-based PASCAL VOC AP/mAP evaluation from ground-truth and

"Programmatic Object-Detection-Metrics API guidance for

"Route repository work for Observal, an AI agent registry and

"Guides safe modification and operation of the Observal Python CLI,

"Guide Observal harness registry, adapters, hooks, session

"Guide Observal repository-wide setup, lint/test selection,

"Operate on Observal FastAPI backend routes, data services, auth,