RPCS1 Agent Tuner

Use this server for three categories of work. Category 1 — Agent tuning: Call recommend_agent_configuration when designing, tuning, or diagnosing an AI agent. Category 2 — Translation: Call interpret when a user says something ambiguous. Call normalize when input is fragmented. Call rewrite when text needs tone adjustment. Category 3 — Translation Bridge (per-user adaptation): Call calibrate_profile once to build the user’s ReceiverProfile from five quick questions (store the returned JSON in the user’s notes/memory for reuse). Then, on EVERY reply to that user, call render_reply with your draft and their profile, and apply the returned instructions before answering. When the user’s request is ambiguous, call prepare_prompt with their text and profile to recover intent before acting. This is the loop: prepare_prompt on the way in, render_reply on the way out. When the user’s request could mean several different things, call route_intent — and YOU propose the candidate r