yj dZddlmZddlmZddlmZdedzdedzfdZ dedzdefd Z dd ed ededzdefd Z ede fd Z dedzde fdZdS)z Minimal prompts for the deriver module optimized for speed. This module contains simplified prompt templates focused only on observation extraction. NO peer card instructions, NO working representation - just extract observations. )cache)cleandoc)estimate_tokenscustom_instructionsNreturnc:|dS|}|pdS)z,Return stripped custom instructions, if any.N)strip)r normalizeds ;/DATA/AppData/hermes/projects/honcho/src/deriver/prompts.py_normalized_custom_instructionsr s)"t$**,,J  cNt|}|dStd|dS)z;Render optional custom instructions for the deriver prompt.Nz& CUSTOM INSTRUCTIONS: z )r c)rnormalized_custom_instructionss r _custom_instructions_sectionrsK%D&&"&-r  '     r peer_idmessagesct|}td|d|d|d|d|d|d|d|d |d |d |d |d |d|dS)a' Generate minimal prompt for fast observation extraction. Args: peer_id: The ID of the user being analyzed. messages: All messages in the range (interleaving messages and new turns combined). Returns: Formatted prompt string for observation extraction. z Analyze messages from zV to extract **explicit atomic facts** about them. [EXPLICIT] DEFINITION: Facts about aR that can be derived directly from their messages. - Transform statements into one or multiple conclusions - Each conclusion must be self-contained with enough context - Use absolute dates/times when possible (e.g. "June 26, 2025" not "yesterday") RULES: - Properly attribute observations to the correct subject: if it is about z , say so. If z is referencing someone or something else, make that clear. - Observations should make sense on their own. Each observation will be used in the future to better understand z". - Extract ALL observations from u messages, using others as context. - Contextualize each observation sufficiently (e.g. "Ann is nervous about the job interview at the pharmacy" not just "Ann is nervous") EXAMPLES: - EXPLICIT: "I just had my 25th birthday last Saturday" → "z is 25 years old", "uM's birthday is June 21st" - EXPLICIT: "I took my dog for a walk in NYC" → "z has a dog", "z lives in NYC" - EXPLICIT: "u, attended college" + general knowledge → "z' completed high school or equivalent" z" Messages to analyze: z )rr)rrrcustom_instructions_sections r minimal_deriver_promptr's #??R"S"S    %,  KR  ah  ry  ")  ?F  \c   5r%s5!!!!!!,,,,,,td  cDj S    &'+++ ++t+ ++++\##### #d #s # # # # # #r