About LucioLiu/track-record
track-record is an installable skill that gives an AI coding agent (Claude Code or any skills-capable harness) a calibration loop: every checkable judgment is logged as a bet — numeric probability, observable settlement trigger; reality settles it; recurring biases get distilled into rules, then mechanisms. The learning signal is reality versus the agent's own predictions — not user corrections.