Data Science & ML Agent Skills for Cursor

End-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review.

Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis.

Scans notebooks for data file references and verifies each file exists on disk.

Azure Machine Learning SDK v2 for Python.

Bayesian network construction and inference skill for probabilistic reasoning, causal analysis, and belief updating

Run performance + quality benchmarks. ASR reports WER, RTF, process memory, and throughput across engines/variants. Arguments include asr…

Manage benchmarks for algorithm engineering experiments and evaluations

Biopython is a comprehensive set of freely available Python tools for biological computation.

BLAST skill for sequence similarity searching, homology detection, and database querying

Structure prediction for protein, nucleic-acid, and small-molecule complexes with Boltz-2 (Passaro & Wohlwend et al. 2025…

BWA-MEM2 alignment skill for mapping sequencing reads to reference genomes with optimized parameter selection

Hardware calibration data analysis skill for optimal qubit selection

Catalyst performance analysis skill for activity testing, deactivation modeling, and optimization

This skill covers causal inference methods in observational and quasi-experimental settings.

Apply propensity score methods, instrumental variables, difference-in-differences, and regression discontinuity designs for causal…

Deep integration with computational fluid dynamics tools for internal and external flow analysis

Checks whether registered notebooks have current, stale, or missing outputs.

Choose the appropriate CausalPy experiment class from a causal question, data structure, treatment assignment, and identification…

Quantum circuit optimization skill for gate reduction, depth minimization, and hardware-aware compilation

Clean up messy spreadsheet data — trim whitespace, fix inconsistent casing, convert numbers-stored-as-text, standardize dates, remove…

Wettability analysis skill for surface energy characterization and hydrophobicity/hydrophilicity assessment