Data Science & ML Agent Skills for OpenAI Agents SDK

Mathematical programming skill for formulating and solving linear programming models for resource allocation, production planning, and…

Loads internal CausalPy example datasets.

MAGeCK CRISPR screen analysis skill for gene essentiality scoring

Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning".

Reactive Python notebook system. Cell reactivity, UI elements (sliders, dropdowns, tables), SQL cells, plotting, app deployment. Use when…

Interface with Mathematica/Wolfram Language for advanced symbolic computation

Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots.

MaxQuant mass spectrometry skill for protein identification and quantification

Compute epigenetic age from DNA methylation arrays using PyAging clocks from GEO accessions or local files.

Machine learning skill for nanomaterial property prediction and discovery acceleration

Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment.

rlang metaprogramming patterns for data-masking, injection operators, and dynamic dots.

Modern tidyverse patterns for R including pipes, joins, grouping, purrr, and stringr.

Monte Carlo simulation engine skill for probabilistic modeling, risk quantification, and uncertainty propagation

Sampling-based and optimization-based motion planning algorithms

Validates numerical data fields against specified minimum and maximum thresholds across various file formats like CSV, Excel, and TSV.

Cross-vendor OpenCL runtime management and kernel development.

Molecular Hamiltonian construction skill using OpenFermion

Streamlines Computational Fluid Dynamics (CFD) workflows using OpenFOAM for solver selection, mesh generation, and rigorous physical…

Automated DataFrame analysis skill for statistical summaries, missing value detection, data type inference, and memory optimization…

PennyLane integration skill for hybrid quantum-classical machine learning and variational algorithms