Query U.S. national debt, federal spending, Treasury auctions and exchange rates through the free Fiscal Data API — no key required.
A hands-on Zarr-Python 3 skill for chunked, compressed N-D arrays with parallel I/O on local disk and S3/GCS.
An expert-level guide for building, tuning, and auditing right-censored and competing-risk survival models with scikit-survival.
A pymoo expert skill that guides Claude through NSGA-II/III, MOEA/D and other evolutionary algorithms to compute Pareto fronts.
Guides Claude to read, edit, compare, annotate, and visualize phylogenetic trees with ETE 4.
Plans, validates, and evaluates ChicagoHAI HypoGeniC/HypoRefine runs for LLM-assisted hypothesis generation from labeled text data.
Helps Claude use Vaex to aggregate, visualize, and run ML on billion-row tabular datasets that don't fit in RAM.
Guides Claude to build clinical ML pipelines with PyHealth following the dataset → task → model → trainer → metrics pattern.
Teaches Claude to run fast genomic interval arithmetic and bioinformatics file I/O on Polars DataFrames with polars-bio.
An end-to-end PyMC skill covering hierarchical model building, NUTS sampling, convergence diagnostics, and LOO/WAIC model comparison.
A reference skill that guides Claude to create, analyze, and visualize networks with Python's NetworkX.
A ready-to-run skill for processing, quantifying, and annotating proteomics and metabolomics LC-MS/MS data with pyOpenMS.
Combines body weight, temperature, clinical scores and biomarkers into a single RELSA severity score, then forecasts humane endpoints with ARIMA.
Triage compound libraries with medicinal chemistry rules (Lipinski, PAINS, NIBR) and the medchem query language.
Simulate and audit closed and open quantum systems with QuTiP 5.3, with explicit physical assumptions and convergence checks.
Resolves free-text scientific labels to real ontology IDs and validates existing CURIEs against the EBI Ontology Lookup Service.
A Geniml-focused skill that validates BED/universe contracts and plans Region2Vec, scEmbed, and consensus-universe runs with an audit-first mindset.
Analyze, validate, convert, and transform crystal structures and computed materials data with reproducible, provenance-preserving pymatgen workflows.
Equips Claude Code to run FBA, FVA, knockout screens, and flux sampling on genome-scale metabolic models with COBRApy.
A guardrailed guide for using gtars across Python, Rust, and the CLI for BED set algebra, coverage, consensus, tokenization, and refget.