"""
Self-improvement subsystem for FusionAGI: self-correction, auto-recommend/suggest, auto-training.

Enables the world's most advanced agentic AGI system to improve, correct, and train itself
from execution outcomes and reflection.
"""

from fusionagi.self_improvement.correction import SelfCorrectionLoop
from fusionagi.self_improvement.recommender import AutoRecommender
from fusionagi.self_improvement.training import AutoTrainer
from fusionagi.self_improvement.loop import FusionAGILoop

__all__ = [
    "SelfCorrectionLoop",
    "AutoRecommender",
    "AutoTrainer",
    "FusionAGILoop",
]