Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM....

Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions,...

Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing...

This skill should be used when working with pre-trained transformer models for natural language processing, computer...

Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph...

Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs,...

Use this skill when working with scientific research tools and workflows across bioinformatics, cheminformatics,...

Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages,...

Automatically suggest tests for new functions and components. Use when new code is written, functions added, or user...