defmodule Gundam.Agentics do
  @moduledoc """
  Meticulous Bot Agentics logic implemented in Elixir.
  Handles autonomous decision making for G.U.N.D.A.M. bot instances.
  """

  def decide(bot_id, context) do
    # Analyze context for domineering vectors
    case analyze_context(context) do
      :threat_detected -> {:ok, "DEPLOY_COUNTERMEASURE", bot_id}
      :anomaly -> {:ok, "LOG_ANOMALY", bot_id}
      :normal -> {:ok, "STANDBY", bot_id}
      _ -> {:ok, "INITIATE_PROTOCOL_7", bot_id}
    end
  end

  defp analyze_context(context) do
    # Meticulous analysis logic
    if Map.get(context, :threat_level, 0) > 0.8 do
      :threat_detected
    else
      :normal
    end
  end
end