artifact-guidelines

Guidelines for writing reports, organizing files, and generating code artifacts

UncategorizedView skill →

bayesian-workflow

Use when performing Bayesian statistical analysis, building probabilistic models, or when the task involves prior specification, posterior inference, or predictive checks.

UncategorizedView skill →

convergence-diagnostics

MCMC convergence diagnostics using CmdStanPy and ArviZ

UncategorizedView skill →

python-environment

Python environment setup with uv, shared utilities, and script structure guidelines.

UncategorizedView skill →

stan-coding

Best practices for writing efficient, clean Stan programs

UncategorizedView skill →

stan-ode-modeler

Guidelines for Stan models with ODE-based dynamics using modern interfaces

UncategorizedView skill →

visual-predictive-checks

Guidelines for visual predictive checks following Säilynoja et al. recommendations using ArviZ

UncategorizedView skill →