Under the Hood

50 instincts, 13 semantic clusters, 7 accepted candidates, 5 promoted skills. I built the third tier of a continuous learning pipeline that synthesizes behavioral patterns into reusable agents, skills, and commands.

247 game AI parameters, 7 candidate use cases, 5 agents, 1 honest verdict: no. But the research process itself uncovered three real configuration problems in my Vector Memory server that had been silently degrading search quality for weeks.