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abstractions designed from one data point ossify around that data point's accidents. The second target reveals which joints are real.

Six steering moves (BROADEN, NARROW, SHIFT, DIAGNOSE, TERMINATE, RECONSIDER)

Reachability analysis

Three failure-mode traps + self-challenge

Three-layer awareness model (present/trend/memory) \

you said for adapter pattern inquiries #5 through #12 built on it . also alignment logic was introduced there?