Build a CLI that humans and agents can rely on.
Analyze, design, and refactor command-line interfaces to make them reliable for humans, AI agents, and orchestration systems.
When to use it
Use when designing, reviewing, or refactoring a CLI for agents and humans, or wrapping an API or SDK in a CLI.
Give it an existing CLI, an API, or a conceptual interface design; it returns an assessment and a prioritized refactor plan.
Enables the automated audit baseline when the CLI under review is installed and runnable; use the rubric alone if anc is unavailable.
No additional actions listed.