Agent CLI Runtime provides immutable profiles, invocation compilation, local prerequisite probes, capability evidence, usage extraction, and result normalization for Claude Code, Codex CLI, Pi, and Grok CLI. It does not spawn agents or claim live provider health, quota, or credential validity.