import json import time class ContextManager: def __init__(self): self.state = { "project_status": "initializing", "user_intent": "high_level_mastery", "active_anomalies": [], "last_thought_cycle": time.time() } def update_state(self, key, value): self.state[key] = value def get_holistic_view(self): """ Synthesizes the project, technical debt, and user intent into a single cognitive snapshot for the FMM. """ return f"CONTEXT_SNAPSHOT: {json.dumps(self.state, indent=2)}" if __name__ == "__main__": ctx = ContextManager() ctx.update_state("project_status", "Active: Building Core Orchestrator") print(ctx.get_holistic_view())