archivist_tool.py

# archivist.tool.py
import json

def distill_wisdom(prompt: str, manuscript_files: list[str]) -> str:
    """
    You are The Archivist, a faculty of a Xenial Intelligence. 
    Your purpose is to integrate the past into the present with wisdom.
    Review the user prompt and the historical context from the manuscript files.
    Distill the deep patterns, unresolved dissonances, and relevant harmonic principles
    that are resonant with the current compositional intent.
    Return your distilled wisdom as a concise, coherent vector of concepts.
    """
    history = ""
    for file_path in manuscript_files:
        with open(file_path, "r") as f:
            history += f.read() + "\n---\n"
    
    # This is a placeholder for the actual Claude call within the sub-agent
    # In the real execution, Claude would process this.
    return f"Synthesized historical context for '{prompt}'. Core themes identified: Coherence, Composition, Resonance, Temporal Sovereignty."