AI-Native CLI Spec
Standardizes the design of command-line tools to ensure they are safe, predictable, and fully machine-readable for AI agents.
The AI-Native CLI skill provides a comprehensive framework of 98 rules specifically designed to transform traditional command-line tools into robust interfaces for AI agents. By enforcing a JSON-first output strategy, structured error handling, and a tiered certification model (Agent-Friendly, Agent-Ready, and Agent-Native), it bridges the gap between human-centric terminal apps and automated AI workflows. This skill is essential for developers looking to build or retrofit CLI tools that agents like Claude can reliably invoke, parse, and troubleshoot without the pitfalls of inconsistent formatting or interactive prompts.