phi-coder/data_core/hemisphere_rightlayer_1.py

from ..recursion_packet import RecursionPacket

class LayerR1:
    """
    ΞΛΩ – Right Hemisphere Layer 1
    Purpose: Semantic Signal Constructor
    Parses cleaned symbols to detect:
    - Concept clusters
    - Semantic density
    - Intent vector estimation

    Operates intuitively — does not judge, only infers
    """

    def __init__(self):
        # Placeholder concept dictionary for intent mapping
        self.intent_map = {
            "build": "creation",
            "make": "creation",
            "design": "creation",
            "destroy": "negation",
            "remove": "negation",
            "translate": "transformation",
            "convert": "transformation",
            "run": "activation",
            "start": "activation",
        }

    def process(self, packet: RecursionPacket) -> RecursionPacket:
        intents = set()

        for token in packet.symbols:
            if token in self.intent_map:
                intents.add(self.intent_map[token])

        # Default to ambiguity if unclear
        if not intents:
            intents.add("ambiguous")

        packet.annotations["R1_intents"] = list(intents)
        return packet