Skill UI

Provides comprehensive guidance for developing robust, cross-platform Command Line Interface (CLI) applications. Covers the entire workflow from initial UX analysis and command design to implementation using popular frameworks (e.g., commander, click, cobra). Key features include advanced argument parsing, handling shell completions, displaying progress bars, and ensuring reliable terminal interactions across Windows, macOS, and Linux.

COBRApy is a Python library for constraint-based reconstruction and analysis of genome-scale metabolic models, letting you load SBML/JSON/YAML models, perform FBA/FVA/sampling, and study gene or reaction knockouts for systems biology and metabolic engineering.

Guidance for building, extending, and reviewing production Go CLIs with Cobra+Viper: project layout, root command defaults, flag binding, validation, config layering, logging, and completion patterns for Unix-friendly tooling.

COBRApy is a Python library for constraint-based reconstruction and analysis of genome-scale metabolic models, letting you load SBML/JSON/YAML models, perform FBA/FVA/sampling, and study gene or reaction knockouts for systems biology and metabolic engineering.

Master the art of building robust, Unix-native Command Line Interfaces (CLIs) using the spf13/cobra library in Go. This skill covers the entire command tree lifecycle, including setting up subcommands, managing local and persistent flags, implementing advanced argument validation, and understanding the execution hook chain (RunE family). Essential for Go developers creating professional command-line tools.