Agent Skills by shushuzn
Showing 152 vetted skills indexed across 1 GitHub repositories.
rairos-dev
Build, test, and debug the Rairos Rust codebase with cargo and Makefile workflows.
polars-bio
Perform genomic interval operations and bioinformatics file I/O in Polars DataFrames.
benchling-integration
Automate Benchling registry, inventory, ELN, workflow, and analytics management via REST v2.
networkx
Build and analyze complex networks with NetworkX graph metrics.
anndata
Store and manipulate annotated single-cell data matrices with observation and variable metadata.
scikit-survival
Build censored-data survival models with scikit-survival for Cox, ensemble, and SVM approaches.
qiskit
Execute quantum circuits with Qiskit Sampler and Estimator primitives.
scientific-brainstorming
Generate and connect research hypotheses from minimal starting context.
pymc
Specify Bayesian models in PyMC and fit them with MCMC or variational inference.
research-lookup
Provides curated academic and non-academic cancer research resources with citations and abstracts for specified topics.
shap
Compute SHAP values and generate interpretability visualizations for machine learning models.
umap-learn
Reduce high-dimensional data into lower-dimensional embeddings preserving neighborhood structure.
imaging-data-commons
Query NCI Imaging Data Commons metadata and download selected DICOM series.
geomaster
Build end-to-end geospatial analysis pipelines for remote sensing and GIS.
sympy
Solve equations and perform calculus with exact symbolic mathematics in Python.
vaex
Process large tabular datasets out-of-core with lazy Vaex DataFrames.
setup-matt-pocock-skills
Configure engineering-skills context with issue tracker and triage label settings.
dask
Scales out Python workflows by lazily chunking Pandas-like and NumPy-like operations across multiple cores or machines.
get-available-resources
Detect CPU, GPU, memory, and disk resources and output a JSON report.
parallel-web
Automate web research with search, URL extraction, and dataset enrichment.
exploratory-data-analysis
Detect scientific file formats and generate markdown EDA reports with quality metrics.
iso-13485-certification
Analyze QMS documentation gaps and generate draft-ready ISO 13485:2016 procedures.
esm
Generate and analyze protein sequences, structures, and annotations with ESM3.
scientific-schematics
Generates publication-quality scientific diagrams from natural-language descriptions with iterative vision-based review.