Data Science & ML Agent Skills for VS Code

Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers, jobs, and more on…

This skill covers formal identification arguments and proofs in structural and reduced-form econometrics.

Design or review identification strategy for the sewage-house-prices project.

iminuit statistical fitting skill for physics data analysis with proper error handling and profile likelihood

Skill for checking and ensuring Jupyter notebook reproducibility

This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions…

Robot kinematics and dynamics computation including forward/inverse kinematics and dynamics

Performs classical materials simulations and molecular dynamics using LAMMPS with a focus on scientific accuracy and best practices.

Complete survival analysis library in Python.

Linear programming skill for resource allocation, scheduling, and optimization problems

Launch one solver workflow per problem (same VERBATIM prompt, different statement).

MEEP electromagnetic FDTD simulation skill for photonic devices, metamaterials, and waveguides

Run GPU workloads on Modal — training, fine-tuning, inference, batch processing.

High-performance numerical linear algebra operations

Specialized skill for NVIDIA Isaac Sim photorealistic simulation and synthetic data generation

Numerical methods for ordinary differential equations

Plan and critique power, MDE, and sample-size calculations for Stata-based research workflows.

Differential expression analysis for label-free quantitative (LFQ) intensity data with standard MaxQuant and

PyMOL molecular visualization skill for structure rendering and analysis

Quantum error correction code implementation skill for fault-tolerant quantum computing

Facilitates first-principles materials calculations and electronic structure analysis using the Quantum ESPRESSO suite.