Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators,...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
7,400 skills
Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical...
This skill should be used when working with reinforcement learning tasks including high-performance RL training,...
Fast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression...
Computational pathology toolkit for analyzing whole-slide images (WSI) and multiparametric imaging data. Use this...
This skill should be used when converting academic papers into promotional and presentation formats including...
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG,...
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when...
Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert...
Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts,...
Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export...
Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata...
Convert various file formats (PDF, Office documents, images, audio, web content, structured data) to Markdown...
This skill should be used when working with LaminDB, an open-source data framework for biology that makes data...
Automated hypothesis generation and testing using large language models. Use this skill when generating scientific...
Digital pathology image processing toolkit for whole slide images (WSI). Use this skill when working with...
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic...
CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases:...
This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for...
Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert...
Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy,...
Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across...
Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual...
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to...