Fast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression...

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1)...

This skill should be used when working with reinforcement learning tasks including high-performance RL training,...

Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR...

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when...

Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical...

Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators,...

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project...

Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks...

Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics...

Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions,...

Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits,...