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.

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

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

Pinecone (Membrane integration)

application-skills

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

ds-fix — data-science mid-analysis fixer

edwinhu

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

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.

Tabular Data Analysis

codex-is-all-you-need

A rigorous workflow for analyzing CSV, Excel, and Parquet files, ensuring reproducibility and data integrity.

COSMIC Cancer Database Access

LunarTech-X Superpowers

Programmatic access to the Catalogue of Somatic Mutations in Cancer (COSMIC) for cancer genomics and precision oncology research.

Kaggle CLI Assistant

kaggle-cli

Provides comprehensive guidance and operational support for the official Kaggle command-line tool, covering competitions, datasets, and models.

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.

Stata CLI

stata-cli

Run Stata commands and .do files from the terminal with a daemon mode for fast, agent-friendly execution and a built-in Stata reference library.

Haversine KNN Candidate Generation

ds-skills

Generate geographically proximate candidate pairs for entity matching using haversine-distance KNN, with optional partitioning by country to improve recall and

Academic Statistical Analysis

alterlab-academic-skills

Guided hypothesis testing, assumption checking, and APA-formatted reporting.

NetworkX Graph Analysis

awesome-skills-cn

Python package for creating, manipulating, and analyzing complex networks and graphs.