Guides Claude to perform fast genomic interval operations and bioinformatics file I/O (BED/VCF/BAM/GFF) on Polars DataFrames with polars-bio.
A skill that guides classical machine learning in Python with scikit-learn — classification, regression, clustering, preprocessing, evaluation and tuning — following leakage-free best practices.
Prepares journal manuscripts, conference papers, posters, and grant documents by verifying current official venue rules first, then using bundled LaTeX scaffolds.
A skill that guides Claude in building, analyzing, and visualizing networks and graphs with Python's NetworkX.
Run end-to-end proteomics and metabolomics LC-MS/MS analysis with ready-made pyOpenMS CLI scripts.
A skill that guides Claude through choosing SHAP explainers and maskers, computing, validating, and visualizing feature attributions on SHAP 0.52.
Builds conference-ready research posters in beamerposter, tikzposter, or baposter — from layout to print-ready PDF.
A fail-closed EDA skill that profiles authorized local scientific files, audits missingness, leakage and outliers, and drafts a rigorous report without exposing raw values.
Design, review, and migrate MATLAB or Octave code with strict license gating, static-only safety checks, and reproducibility reporting.
Extract layout-preserved text with per-item bounding boxes, run OCR, and render page PNGs from PDFs, Office files, and images — all fully local.
A skill that steers Claude toward idiomatic Matplotlib code for publication-quality figures.
Turn a plain-language description into a publication-quality infographic, with AI quality scoring that only re-renders when the result falls below a threshold.
Build, test, and analyze bounded process-based discrete-event simulations in SimPy with correct event semantics and replication-based output analysis.
Guides you through UMAP embeddings, parameter tuning, and clustering preprocessing with ready-to-run scikit-learn code.
A hands-on PyG skill covering node/link/graph tasks, custom message passing, heterogeneous graphs, and neighbor sampling for large graphs.
Builds macro-free, editable PowerPoint conference posters from an author-approved local manifest, with physical-size, printer, accessibility, and package-security audits.
Conservatively detects the CPU, memory, disk and accelerator limits your current process actually has, emitting a redacted JSON snapshot plus safe worker-planning helpers.
Guides Claude through deepTools workflows for converting, QC-ing and visualizing ChIP-seq, RNA-seq and ATAC-seq data.
A skill for designing, simulating, and running quantum circuits with Google's Cirq framework.
Correct, idiomatic pysam workflows for reading, querying, filtering, and writing SAM/BAM/CRAM, VCF/BCF, FASTA/FASTQ, and tabix data.