Extract, validate and post-process velocity fields from PIV image pairs, including vorticity, strain rate and turbulence statistics.
An end-to-end guide for bulk RNA-seq differential expression with PyDESeq2 — formulaic designs, Wald tests, FDR correction, LFC shrinkage, and plots.
A skill that drives Rowan's cloud chemistry API to run pKa prediction, docking, conformer/tautomer searches, and protein–ligand cofolding from code.
A skill that guides building, training, and deploying differentiable quantum circuits with PennyLane.
A research-only skill for using PathML 3.0.5 to tile slides, build preprocessing/QC pipelines, quantify multiplex images, construct spatial graphs, and plan bounded local inference.
Guides Claude to analyze, edit, compare, annotate, and visualize existing phylogenetic trees with ETE 4.4.0.
Plans, audits, and cost-bounds ChicagoHAI HypoGeniC/HypoRefine hypothesis-generation runs entirely locally before any LLM call.
Triage compound libraries with drug-likeness rules (Lipinski, Veber, CNS), PAINS/NIBR structural alerts, complexity metrics, and the medchem query language.
A skill for cleaning, filtering, comparing, and library-searching MS/MS spectra with the current matchms 0.33.1 API.
A Geniml-focused skill that validates BED/universe contracts and plans Region2Vec, scEmbed, and consensus-universe runs with safety and compatibility checks.
A skill for doing genomic interval set algebra, coverage, tokenization, and refget work with gtars (Python/Rust/CLI) under exact version pins and explicit safety gates.
Safely inspect, export, and plan microscopy data workflows on an OMERO.server using omero-py, the OMERO CLI, and bounded dry-run helpers.
A guide skill for running DeepSpot-M to predict transcriptome-wide spatial gene expression from H&E histology tiles.
A skill for storing, ingesting, querying and exporting VCF/BCF variant data on TileDB sparse arrays for population genomics.
A step-by-step playbook for converting existing PostgreSQL tables into TimescaleDB hypertables with optimal chunking, compression, and post-migration validation.
Adversarially tears down a founder, company or product you envy — separating marketing bubble from real signal, then mapping the validated playbook onto your own resources.
A skill for querying and analyzing DepMap CRISPR gene dependency and drug sensitivity data to validate cancer-specific targets.
Scans a Karpathy-pattern LLM wiki (raw sources + wikilinked markdown + schema) and builds an interactive knowledge graph with entities, implicit relationships, and topic clusters.
Turns a clinical dataset into reproducible Python/R analyses with journal-ready tables, figures, and manuscript text.
When the Bigdata.com (RavenPack) MCP only returns synthesized prose, this skill drops to the official SDK and /v1 REST endpoints for raw financials, prices, estimates and sentiment.