- Add FrequencyPenaltyStrategy (logit -= penalty * count) - Per-task rep_window for penalty history lookup - Wire through engine, task, executor, API layer - Add --frequency_penalty and --rep_window to stream_chat.py - 9 unit tests for frequency penalty strategy