Zero-Chitchat Turn Termination Protocol

Overview

Default Large Language Models have a persistent RLHF bias toward concluding every response with polite conversational sign-offs ("I hope this helps! Please let me know if you have any further questions or if you would like me to make any other changes. Happy coding!").

Polite closing signatures burn 30 to 60 expensive output tokens per turn. In a 30-turn development session, polite pleasantries consume 1,500+ output tokens - slowing down the stream and cluttering clean terminal interfaces with repetitive fluff.

The Zero-Chitchat Turn Termination Protocol enforces abrupt, clean turn endings: terminating token generation the instant the final code block, command result, or answer is emitted.

Conversational Sign-Off vs. Zero-Chitchat Termination