frontend-data-retrieval-layer-vs-enforcement-layer-pattern
The frontend intelligence system has two distinct roles: enforcement (taste/soft/minimalist/brutalist skills apply opinionated rules) and retrieval (frontend-data provides searchable structured data). These are complementary, not competing — enforcement skills remain authoritative while the data layer enriches decisions with domain-specific lookups. Never collapse them: a rule-enforcer that also does data retrieval creates ambiguity in precedence.