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64cc56e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 | import sys
import os
from pathlib import Path
# Add backend to path for imports
sys.path.append(str(Path(__file__).parent.parent / "backend"))
from app.services.holocron import add_learning_targets
import logging
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger("seed_core")
def seed_core_evolution_mandates():
"""Seeds the foundational core-building modules."""
core_modules = [
"Neural Response Latency: Optimizing the bridge between Subconscious and HUD",
"Agentic Research Workflows: Mastering the transition from Link-Scavenging to Deep Extraction",
"Advanced LLM Prompt Calibration: Hardening the Jarvis Tone and Brevity",
"Gradio UI Performance: Best practices for WebSocket and SSE response speed",
"Python ThreadPool Scaling: Optimizing worker density for a MacBook Air core",
"Database Indexing Strategies: Accelerating semantic retrieval in the Holocron",
"Recursive Scraping Resilience: Mastering Jitter and Identity Rotation to avoid Mesh Rejection",
"Vocal Dispatch Optimization: Reducing the latency of the /usr/bin/say channel",
"Memory Pruning Protocols: Balancing high-fidelity recall with storage efficiency",
"Search Pivot Calibration: Improving the decision logic between DuckDuckGo and Google Scavenging"
]
# Combinatorial Expansion for Depth
expanded = []
aspects = ["Architectural Pattern", "Performance Benchmarking", "Failure Recovery", "Sir's Focus Alignment"]
for module in core_modules:
for aspect in aspects:
expanded.append(f"Core Building: {module} - {aspect}")
# Add to 'management' category but as a 'capability' priority
add_learning_targets(expanded, "management")
logger.info(f"Seed complete: {len(expanded)} Core-Evolution Mandates added to the Forge.")
if __name__ == "__main__":
logger.info("🚀 Initiating Neural Core Evolution Protocol...")
seed_core_evolution_mandates()
logger.info("═"*40)
logger.info("CORE EVOLUTION SEEDED. SIR, SHE IS NOW STUDYING HER OWN SHAPE.")
logger.info("═"*40)
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