01Autopoietic feedback loops for self-improving skill behavior
02Pattern-based worlding to evolve logic across interactions
03Integrated memory recording for long-term behavioral learning
04GF(3) slice conservation for mathematical state consistency
05Color-seeded entropy generation (0xa83feafd) for state initialization
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