Data Science & ML Agent Skills for Devin Desktop

Machine learning in Python with scikit-learn.

Techniques for minimizing simulation-to-reality gap and validating transfer

Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and…

SpinW spin wave simulation skill for magnetic materials, magnon dispersions, and neutron scattering analysis

Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming…

STATA code pattern library for empirical archival accounting research.

List, export, and review Stata graphs from the current session.

Run static analysis on a Stata .do or .ado file and report style and best-practice issues.

Fetch and display stored r(), e(), and s() results from the last Stata command.

Run arbitrary Stata code or a .do file and display the result.

Full state vector simulation skill for exact quantum circuit evaluation

Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing.

Use when estimating a statistical or econometric model, running a regression, specifying an identification strategy, testing a hypothesis…

Clifford circuit simulation skill using Stim for error correction studies

Scanning Tunneling Microscopy skill for atomic-resolution imaging and local density of states measurements

Protein structure prediction with Boltz-2.

This skill covers structural econometric models.

Complex survey analysis: strata/PSU/weights, variance estimation (Taylor, BRR, jackknife, bootstrap), survey GLM, domain analysis…

SymPy is a Python library for symbolic mathematics that enables exact computation using mathematical symbols rather than numerical…

Fine-tune any HuggingFace CV, VLM or LLM model on local NVIDIA GPUs inside an NGC PyTorch container.

Transmission Electron Microscopy image analysis skill for nanoparticle size, morphology, and crystallography assessment