def METHOD_NAME(
    human_utter_index,
    dialog,
    state,
    dff_shared_state,
    entities,
    used_links,
    age_group,
    disliked_skills,
    prompts_goals,
    clarification_request_flag,
    dialog_id,
):
    context = state.get("context", {})
    previous_human_utter_index = state.get("previous_human_utter_index", -1)
    current_turn_dff_suspended = state.get("current_turn_dff_suspended", False)
    agent = {
        "previous_human_utter_index": previous_human_utter_index,
        "human_utter_index": human_utter_index,
        "dialog": dialog,
        "entities": entities,
        "shared_memory": state.get("shared_memory", {}),
        "previous_turn_dff_suspended": current_turn_dff_suspended,
        "current_turn_dff_suspended": False,
        "response": {},
        "dff_shared_state": dff_shared_state,
        "cache": {},
        "history": state.get("history", {}),
        "used_links": used_links,
        "age_group": age_group,
        "disliked_skills": disliked_skills,
        "prompts_goals": prompts_goals,
        "clarification_request_flag": clarification_request_flag,
        "dialog_id": dialog_id,
    }
    ctx = Context.cast(context)
    ctx.misc["agent"] = agent
    ctx.add_request(dialog["human_utterances"][-1]["text"])
    return ctx