Agent Skills

Scikit-learn (Classical ML reference)

scientific-agent-skills

Comprehensive scikit-learn guidance for classification, regression, clustering, preprocessing, model evaluation, and production-ready ML pipelines.

Pinecone (Membrane integration)

application-skills

Integration guidance for Pinecone via the Membrane CLI: connect, authenticate, discover and run actions against Pinecone indexes.

EconML (Microsoft) — Heterogeneous Treatment Effects

zorai

Guidance and examples for using Microsoft EconML to estimate heterogeneous treatment effects (Double ML, Causal Forest, Deep IV) from observational data.

Agentic Data Science Competition

agentic-kaggle-skill

Assistant skill to run and manage Kaggle competition workflows: submission troubleshooting, score stabilization patterns, kernel workflows, and spec-driven dele

AlterLab PyMC — Bayesian Modeling

alterlab-academic-skills

Bayesian modeling workflow using PyMC (v5+): build hierarchical models, run MCMC (NUTS) or variational inference, diagnose sampling, and compare models with LOO

ds-fix — data-science mid-analysis fixer

workflows

Orchestrates diagnosis and targeted fixes mid-analysis: diagnose root cause, apply fixes with output-first verification, and update project learnings.

Azure Data Science Virtual Machines

agent-skills

Expert guidance for Azure Data Science VMs: troubleshooting, configuration, deployment (Bicep/ARM), security, and integrations like MLflow and Key Vault.