/agent-native — Make Out-of-Session Agents AgentOps-Native (Hookless) Run a Claude loop outside an interactive Claude Code / Codex session — an Anthropic Managed Agent , an Agent SDK loop, or a self-hosted sandbox job — and keep it under the same AgentOps guardrails. The old reflex ("port the 50 marketplace hooks into the new runtime") is wrong for AgentOps 3.0 . This skill is the hookless reframe. Overview AgentOps 3.0 is hookless. Guardrails come from three things, never hooks: 1. Skills — progressive-disclosure contracts (standards, behavioral-discipline, council, validation, trace, proven…