Browse All Agent Skills

Seaborn Statistical Visualization

Creates publication-quality statistical graphics and complex multi-panel data visualizations with minimal Python code.

SHAP Machine Learning Interpretability

Explains machine learning model predictions and calculates feature importance using unified Shapley Additive exPlanations.

Matplotlib Scientific Visualization

Create publication-quality static, animated, and interactive visualizations using Python's foundational plotting library.

Pydicom Medical Imaging

Processes and manipulates DICOM medical imaging files for healthcare data analysis and clinical workflow integration.

Bioinformatics Data & Analysis (gget)

Provides a unified interface for rapid bioinformatics queries, genomic sequence analysis, and protein structure prediction across 20+ scientific databases.

USPTO Database & IP Analysis

Accesses USPTO APIs for comprehensive patent and trademark searches, examination history, and intellectual property analysis.

HMDB Scientific Database

Accesses and queries the Human Metabolome Database (HMDB) for detailed metabolite information, chemical properties, and clinical biomarkers.

PyTorch Lightning Framework

Streamlines deep learning development by organizing PyTorch code into scalable, production-ready modules for efficient neural network training.

Scikit-Survival Analysis

Performs comprehensive survival analysis and time-to-event modeling using the scikit-survival library in Python.

BioRxiv Scientific Database Search

Searches and retrieves life sciences preprints from the bioRxiv database with support for metadata extraction and PDF downloads.

Laravel Livewire Expert

Develops reactive web components and interactive UIs for Laravel applications using Livewire 3, Volt, and Folio.

Next.js 16 Expert

Architects and implements high-performance web applications using Next.js 16 features like Turbopack, Cache Components, and React 19.2.

FDA Regulatory Data Access

Queries the openFDA API to retrieve comprehensive data on drugs, medical devices, food safety, and regulatory submissions.

DrugBank Database Integration

Accesses and analyzes comprehensive pharmaceutical data from DrugBank for drug discovery, pharmacology, and interaction research.

Genomic Interval Machine Learning (Geniml)

Builds and deploys machine learning models for genomic interval data and single-cell chromatin accessibility analysis.

FlowIO Flow Cytometry Handler

Parses, processes, and generates Flow Cytometry Standard (FCS) files for biological data analysis and bioinformatics pipelines.

ClinPGx Pharmacogenomics Database

Accesses comprehensive clinical pharmacogenomics data to guide precision medicine and genotype-based dosing decisions.

Laravel Migrations Expert

Streamlines database schema design and migration management for Laravel applications using industry-standard patterns.

Code Quality Guardrail

Enforces a rigorous quality framework by mandating structured planning, validation phases, and best-practice adherence before any code is modified.

Ensembl Genome Database Integration

Queries the Ensembl REST API for genomic data, sequence retrieval, variant analysis, and comparative genomics across 250+ species.

ClinVar Genomic Analysis

Queries the NCBI ClinVar database to retrieve, interpret, and process human genetic variant classifications and clinical significance.

Scholar Evaluation Framework

Evaluates scholarly research and academic papers using the structured ScholarEval methodology for rigor and quality.

Aeon Time Series ML

Implements advanced time series machine learning tasks including forecasting, classification, and anomaly detection using a scikit-learn compatible framework.

SimPy Simulation Framework

Builds process-based discrete-event simulations in Python to model complex systems like manufacturing, logistics, and network traffic.

Datamol Cheminformatics

Simplifies molecular cheminformatics workflows with a Pythonic wrapper for RDKit, featuring structure standardization, descriptor calculation, and 3D conformer generation.

COBRApy Metabolic Modeling

Performs constraint-based reconstruction and analysis of metabolic models for systems biology and metabolic engineering.

DNAnexus Genomics Integration

Streamlines genomic data management and bioinformatics app development on the DNAnexus cloud platform using the dxpy Python SDK.

Genomic Tools and Algorithms in Rust (Gtars)

Simplifies high-performance genomic interval analysis and machine learning preprocessing using Rust-powered toolsets.

Modal Cloud Compute

Deploy and scale Python applications in the cloud using serverless containers, specialized GPUs, and automated infrastructure management.

UMAP Dimensionality Reduction

Performs fast non-linear dimensionality reduction and manifold learning for high-dimensional data visualization and clustering.