Benjamin F. Maier
Community@benmaier · Berlin
Complex systems, generative art, electronic music.
Agent Skills by Benjamin F. Maier
Showing 11 vetted skills indexed across 1 GitHub repositories.
benmaierCreate decision-pack Interactively
Interview users to collect config options and generate a complete generate_dpack() input.
benmaierCreate data science agents
Design and validate data-science agent prompts and parallel-agent configurations.
benmaierCreate decision-pack Programmatically
Generate standardized decision-pack directories with skeletons and permissions via Python API.
benmaierAnalyze dlab session runs
Analyze dlab session directories, logs, and outputs to interpret run outcomes.
benmaierTUI Design System
Standardizes themes, layouts, navigation, and interactive UX patterns for Textual TUI screens.
benmaieropencode
Consolidate OpenCode architecture and usage patterns into a single reference guide.
benmaierInformative Priors for MMM
Calculate and apply informative priors for PyMC-Marketing MMM models.
benmaierPyMC Samplers
Configure PyMC NUTS, HMC, and Metropolis samplers for Bayesian inference.
benmaierPyMC Data Handling
Manage mutable PyMC data containers with pm.Data and pm.Minibatch APIs.
benmaierPyMC Distributions
Migrate PyMC3 distribution usage to the latest PyMC API.
benmaierPyMC-Marketing MMM
Build Bayesian marketing mix models with PyTorch.