Claude Skills by VectorSpaceLab

"Routes AWS SDK for pandas (awswrangler) workflows across S3

"Guides awswrangler Glue Catalog, Athena, Data Quality, and AWS

"Guides awswrangler installation, import checks, configuration,

"Guides awswrangler S3 object, file-format, dataset, S3 Tables,

"Guides awswrangler DynamoDB, Timestream, OpenSearch, Neptune,

"Guides awswrangler Redshift, Data API, and direct MySQL,

"Routes AXLearn training, language-model, vision, audio/ASR, and

"Routes AXLearn audio feature extraction, ASR, Conformer,

"Routes AXLearn GCP CLI, bundling, launch, VM, bastion, Dataflow,

"Routes AXLearn GPT-family trainer catalogs, tokenizer variants,

"Routes AXLearn trainer configs, fake-data smoke checks, launcher

"Routes AXLearn vision model configs, ImageNet inputs, and

"Routes agents working with Axolotl config-driven LLM fine-tuning,

"Guides agents using Axolotl CLI commands, launcher flags,

"Guides agents to write, inspect, and debug Axolotl YAML configs,

"Guides agents configuring and troubleshooting Axolotl multi-GPU,

"Guides agents choosing and troubleshooting Axolotl model configs,

"Guides agents configuring Axolotl DPO, IPO, KTO, ORPO, SimPO,

"Guides agents configuring Axolotl GRPO, EBFT, custom reward

"Guides agents creating Axolotl SFT and continual pretraining

"Routes BackgroundMattingV2 tasks for background matting inference,

"Routes BackgroundMattingV2 TorchScript and ONNX export workflows

"Routes BackgroundMattingV2 image, video, webcam, and throughput

"Routes BackgroundMattingV2 base and refine training, data layout,

"Operate Baichuan-7B model loading, architecture inspection,

"Operate Baichuan-7B architecture, local source loading, tiny

"Prepare and troubleshoot Baichuan-7B C-Eval and MMLU evaluation

"Prepare and preflight Baichuan-7B pretraining corpora, tokenizer

"Route Baichuan2 chat inference, deployment/quantization, and

"Route Baichuan2 quantization, CPU deployment, and

"Route supervised fine-tuning, DeepSpeed, LoRA, data preprocessing,

"Operate Baichuan2 chat/base inference, terminal chat, Streamlit

"Routes BasicTS time-series training, dataset, model, and pipeline

"Routes BasicTS dataset layout, raw conversion, and fixture

"Routes BasicTS built-in model selection and custom model

"Routes BasicTS callback, metric, scaler, taskflow, and

"Routes BasicTS training and evaluation workflows for forecasting,

"Route BayesianOptimization package tasks for black-box Bayesian

"Select, tune, debug, and extend BayesianOptimization acquisition

"Use BayesianOptimization advanced domain features: constraints,

"Use BayesianOptimization for ordinary black-box optimization,

"Maintain a BayesianOptimization checkout with safe install, test,

"CPU-only operating guidance for the BEHAVIOR-1K BDDL 3.7.0

"Guide CPU-only inspection of BDDL object taxonomy and

"Guides CPU-only BDDL activity discovery, problem parsing, initial

"Route BEIR repository tasks for benchmark data loading, retrieval

"Prepare, validate, load, download, and persist BEIR-format

"Generate synthetic BEIR queries, qrels, and passage expansions

"Rerank BEIR retrieval results with cross-encoder, MonoT5, SBERT,

"Run BEIR retrieval backends and metric evaluation for dense,