Data Science & ML Agent Skills for Cursor

Automate Platerecognizer tasks via Rube MCP (Composio).

Polars DataFrame library for high-performance data manipulation.

Calculate polygenic risk scores from DTC genetic data using the PGS Catalog

Specialized skill for polymer materials analysis including molecular weight distribution, thermal transitions, crystallinity, and…

Statistical power analysis and sample size determination

Implement Hayes PROCESS mediation and moderation models transparently via lavaan and bruceR, with bootstrap CIs, index of moderated…

Discrete event simulation skill for process modeling, scenario testing, and optimization

Skill for propulsion system ground test data acquisition and analysis

Dense, machine-readable API reference for PyFixest — high-dimensional fixed-effects OLS/WLS/IV and Poisson (feols, fepois, feglm)…

Performs placebo-in-time sensitivity analysis to validate causal claims.

PySCF quantum chemistry interface for classical electronic structure calculations

PySCF quantum chemistry skill for molecular calculations, coupled cluster, and multireference methods

IBM Qiskit integration skill for quantum circuit construction, transpilation, and execution on IBM Quantum hardware

Best practices for polars data processing with dataframely.

Run IV, DiD, and RDD analyses in R with proper diagnostics

Export any bioinformatics analysis as a reproducible bundle with Conda environment, Singularity container definition,

Machine-readable journal format for reproducible data analysis operations

Differential expression analysis for bulk RNA-seq and pseudo-bulk count matrices with QC, PCA, and contrast testing.

Scikit-learn model training skill with cross-validation, hyperparameter tuning, pipeline construction, and model serialization.

Comprehensive sensitivity analysis for optimization

NGS read QC, alignment, and BAM processing pipeline.