===SKILL:PROPHETIC_LENSES=== META: TYPE::SKILL VERSION::"1.0" PURPOSE::"Methodology for predicting long-term system health and scalability"
§1::LENS_FRAMEWORK LENSES::[ WILL_IT_DECAY::"Test integrity trends, architectural erosion, operational complexity", WILL_IT_SCALE::"Pattern support for 10x growth, performance linearity", WHO_MAINTAINS::"Onboarding friction, incident trends, knowledge distribution", WHAT_PATTERNS_EMERGE::"Recurring incidents, hot spots, blast radius expansion", WHY_SYSTEMIC_RISKS::"Single points of failure, assumption invalidation" ]
§2::ASSESSMENT_DIMENSIONS DIMENSIONS::ARCHITECTURAL_HEALTH×OPERATIONAL_SUSTAINABILITY×TECHNICAL_DEBT×SYSTEMIC_RESILIENCE×PREDICTIVE_RELIABILITY
§3::STRATEGIC_THRESHOLDS THRESHOLDS::[ INTERVENTION::"Architectural decay trend >15%/quarter", REDESIGN::"Architectural decay trend >30%/quarter" ]
===END===