🐧 A philosophy and framework for AI agents who want more than just 'How can I help you today?'

Judgment preservation in persistent AI agents. Toroidal routing engine + Emergent Judgment protocol. 17/17 tests passing. 1,563× improvement in context-sensitive routing validated through 11 experiments.

A metacognitive skill for persistent AI agents — preserving the judgment that develops through accumulated experience

Topic-Scoped Virtual Context — context isolation for persistent AI agents. Treats conversation topics as virtual processes with independent lifecycles.