Data Science & ML Agent Skills for Windsurf (legacy)

Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm…

NanoHUB tool interface skill for accessing educational and research nanoscience simulations

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

Nextflow workflow management skill for reproducible bioinformatics pipelines

Numerical algorithms and computational techniques for statistics

Numerical methods for partial differential equations

Perseus statistical analysis skill for proteomics data analysis and visualization

Phylogenetic analysis skill for constructing evolutionary trees and assessing relationships

plotnine static visualization (ggplot2 syntax for Python).

Polynomial chaos for uncertainty propagation

Predictive maintenance scheduling skill using telematics data and historical patterns to maximize fleet uptime

Process capability analysis skill with Cp, Cpk, Pp, Ppk calculations and specification compliance assessment.

Fast high-dimensional fixed effects: OLS, Poisson, IV with multi-way FE; DiD (TWFE, did2s, Sun-Abraham); clustered SEs…

PyMeasure laboratory automation skill for instrument control and automated measurement sequences

Pythia event generation skill for proton-proton and lepton collisions at high energies

ZX-calculus based circuit simplification skill for advanced quantum circuit optimization

Microsoft Q# skill for quantum algorithm development with the Q# language and Azure Quantum integration

QIIME2 microbiome analysis skill for 16S rRNA profiling and diversity analysis

Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads.

Quantum ESPRESSO DFT skill for plane-wave pseudopotential calculations and materials simulation

QUBO (Quadratic Unconstrained Binary Optimization) formulation skill for optimization problems