Plugins can emit a final reply after inline actions without calling the LLM.
before_agent_reply hook
Plugins can register before_agent_reply to short-circuit the pipeline with a synthetic reply after inline actions — useful when an action already produced the full user-visible answer and you want to skip the LLM.