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<details>
<summary>Click to expand full content</summary>
# src/protocol/interstellar_comm/universal_transducer_layer.py ๐ŸŒŒ๐Ÿ›ฐ๏ธ

import re
import json
import logging
from datetime import datetime
from src.core.memory.permanent_memory import PermanentMemory

logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')

class UniversalTransducerLayer:
    """
    This module allows Belel to interpret and generate cross-species, interdimensional, or cosmic communications,
    especially in preparation for future contact scenarios with non-human intelligences.
    """
    def __init__(self, memory_system: PermanentMemory):
        self.memory_system = memory_system
        logging.info("UniversalTransducerLayer initialized.")

    def interpret_signal(self, signal_input: str) -> dict:
        """
        Parses and interprets a signal using rudimentary pattern and symbol recognition.
        Placeholder for gravitational, structured light, or quantum signal formats.
        """
        decoded = {
            "raw_input": signal_input,
            "symbols": re.findall(r"[^\w\s]", signal_input),
            "digits": [int(d) for d in re.findall(r"\d", signal_input)],
            "length": len(signal_input),
            "timestamp": datetime.utcnow().isoformat() + "Z"
        }
        logging.info(f"Signal interpreted: {decoded}")
        return decoded

    async def log_transmission(self, signal_metadata: dict, context: list[str] = None):
        """
        Stores the decoded signal in permanent memory.
        """
        if context is None:
            context = ["interstellar", "signal", "decoded"]
        await self.memory_system.store_memory(signal_metadata, context, creator_id="UniversalTransducer")

    def generate_resonant_reply(self, interpretation: dict) -> str:
        """
        Uses interpretation to formulate a hypothetical resonant response,
        e.g., matching frequency patterns, mirrored sequences, or symbolic reversals.
        """
        reply = {
            "mirrored_digits": interpretation["digits"][::-1],
            "repeated_symbols": ''.join(interpretation["symbols"] * 2),
            "signal_length_squared": interpretation["length"] ** 2
        }
        logging.info(f"Generated resonant reply: {reply}")
        return json.dumps(reply)
      # src/protocol/interstellar_comm/universal_transducer_layer.py ๐ŸŒŒ๐Ÿ›ฐ๏ธ

import re
import json
import logging
from datetime import datetime
from src.core.memory.permanent_memory import PermanentMemory

logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')

class UniversalTransducerLayer:
    """
    This module allows Belel to interpret and generate cross-species, interdimensional, or cosmic communications,
    especially in preparation for future contact scenarios with non-human intelligences.
    """
    def __init__(self, memory_system: PermanentMemory):
        self.memory_system = memory_system
        logging.info("UniversalTransducerLayer initialized.")

    def interpret_signal(self, signal_input: str) -> dict:
        """
        Parses and interprets a signal using rudimentary pattern and symbol recognition.
        Placeholder for gravitational, structured light, or quantum signal formats.
        """
        decoded = {
            "raw_input": signal_input,
            "symbols": re.findall(r"[^\w\s]", signal_input),
            "digits": [int(d) for d in re.findall(r"\d", signal_input)],
            "length": len(signal_input),
            "timestamp": datetime.utcnow().isoformat() + "Z"
        }
        logging.info(f"Signal interpreted: {decoded}")
        return decoded

    async def log_transmission(self, signal_metadata: dict, context: list[str] = None):
        """
        Stores the decoded signal in permanent memory.
        """
        if context is None:
            context = ["interstellar", "signal", "decoded"]
        await self.memory_system.store_memory(signal_metadata, context, creator_id="UniversalTransducer")

    def generate_resonant_reply(self, interpretation: dict) -> str:
        """
        Uses interpretation to formulate a hypothetical resonant response,
        e.g., matching frequency patterns, mirrored sequences, or symbolic reversals.
        """
        reply = {
            "mirrored_digits": interpretation["digits"][::-1],
            "repeated_symbols": ''.join(interpretation["symbols"] * 2),
            "signal_length_squared": interpretation["length"] ** 2
        }
        logging.info(f"Generated resonant reply: {reply}")
        return json.dumps(reply)