Guide for building hyper-optimized, agent-native command-line interfaces that autonomous agents can discover, call, validate, retry, and audit. Use when creating or refactoring CLIs, command wrappers, scripts, developer tools, deployment tools, data tools, API CLIs, batch processors, or local tools intended primarily for AI agents rather than humans.
