data_juicer.ops.mapper.dialog_proactivity_mapper module#
LLM: helpful proactivity without rambling (1–5).
Inspired by OpenJudge proactive interaction; DJ: penalize filler tangents.
Reference: https://agentscope-ai.github.io/OpenJudge/built_in_graders/multi_turn/ #proactiveinteractiongrader