Implement the agent-help convention in a CLI. Use when building or modifying a CLI that agents will invoke: add --agent-help for AHF-format invocation help and --agent-out for TOON-encoded runtime results with an AHF protocol envelope. agent-help conforming CLIs expose a direct agent-readable surface that MCP servers, skills, and plugins can also wrap.
2026-06-06